Update version to v1.4.161 and commit

Merge pull request #1363 from garkpit/streamlit-clipboard-ops-for-all-platforms
clipboard operations now work on Mac and PC
2026-01-09 22:38:10 -05:00 · 2025-03-17 14:21:02 +00:00 · 2025-03-17 15:19:42 +01:00 · 2025-03-17 14:17:36 +00:00 · 2025-03-17 15:16:21 +01:00 · 2025-03-16 14:46:13 -07:00
129 changed files with 5213 additions and 3257 deletions
--- a/.envrc
+++ b/.envrc
@@ -1,2 +1,2 @@
-watch_file shell.nix
+watch_file nix/shell.nix
 use flake
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,6 +22,9 @@ jobs:
      - name: Checkout code
        uses: actions/checkout@v4

+      - name: Install Nix
+        uses: DeterminateSystems/nix-installer-action@main
+
      - name: Set up Go
        uses: actions/setup-go@v4
        with:
@@ -29,3 +32,6 @@ jobs:

      - name: Run tests
        run: go test -v ./...
+
+      - name: Check Formatting
+        run: nix flake check
--- a/.github/workflows/patterns.yaml
+++ b/.github/workflows/patterns.yaml
@@ -27,7 +27,7 @@ jobs:
        run: zip -r patterns.zip patterns/

      - name: Upload Patterns Artifact
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
        with:
          name: patterns
          path: patterns.zip
--- a/.github/workflows/update-version-and-create-tag.yml
+++ b/.github/workflows/update-version-and-create-tag.yml
@@ -25,9 +25,6 @@ jobs:
      - name: Install Nix
        uses: DeterminateSystems/nix-installer-action@main

-      - name: Setup Nix Cache
-        uses: DeterminateSystems/magic-nix-cache-action@main
-
      - name: Set up Git
        run: |
          git config user.name "github-actions[bot]"
@@ -63,21 +60,21 @@ jobs:

      - name: Update version.nix file
        run: |
-          echo "\"${{ env.new_version }}\"" > pkgs/fabric/version.nix
+          echo "\"${{ env.new_version }}\"" > nix/pkgs/fabric/version.nix
      
-      - name: Format source codes
+      - name: Format source code
        run: |
-          go fmt ./...
+          nix fmt

      - name: Update gomod2nix.toml file
        run: |
-          nix run .#gomod2nix
+          nix run .#gomod2nix -- --outdir nix/pkgs/fabric

      - name: Commit changes
        run: |
          git add version.go
-          git add pkgs/fabric/version.nix
-          git add gomod2nix.toml
+          git add nix/pkgs/fabric/version.nix
+          git add nix/pkgs/fabric/gomod2nix.toml
          git add .
          if ! git diff --staged --quiet; then
            git commit -m "Update version to ${{ env.new_tag }} and commit $commit_hash"
--- a/.gitignore
+++ b/.gitignore
@@ -347,3 +347,6 @@ ENV
 web/package-lock.json
 .gitignore_backup
 web/static/*.png
+
+# Local VSCode project settings
+.vscode/
--- a/Alma.md
+++ b/Alma.md
@@ -1,3 +1,5 @@
+# SPQA Policy and State for Alma Security
+
 ## Document Purpose

 This document captures the SPQA policy and State for Alma Security, a security startup out of Redwood City, Ca.
@@ -22,7 +24,7 @@ The mission of Alma Security is to ensure businesses can continuously authentica

 ## Company Goals (G1 means goal 1, G2 is goal 2, etc. Treat each item (goal/kpi/etc) as half as important as the one before it.)

-NOTE: Some goals are things like project rollouts which serve the higher goals. In that case they shouldn't always be considered so much lower priority because one is serving the other.
+NOTE: Some goals are things like project rollout which serve the higher goals. In that case they shouldn't always be considered so much lower priority because one is serving the other.

 ## Company Goals

@@ -37,7 +39,7 @@ NOTE: Some goals are things like project rollouts which serve the higher goals.

 ## Company KPIs

- K1: Current marketshare percentage
+- K1: Current market share percentage
 - K2: Number of active customers
 - K3: Current churn percentage
 - K4: Launched_in_Europe (yes/no)
@@ -45,22 +47,22 @@ NOTE: Some goals are things like project rollouts which serve the higher goals.

 -----------------------------------------------------------------------------------------------------------------------

-## Security Team Mission 
+## Security Team Mission

 - SM1: Protect Alma Security's customers and intellectual property from security and privacy incidents.

 ## Security Team Goals

- SG1: Secure all customer data -- especially biometric -- from security and privacy incidents. 
+- SG1: Secure all customer data -- especially biometric -- from security and privacy incidents.
 - SG2: Protect Alma Security's intellectual property from being captured by unauthorized parties.
 - SG3: Reach a time to detect malicious behavior of less than 4 minutes by January 2025
 - SG4: Ensure the public trusts our product, because it's an authentication product we can't survive if people don't trust us.
- SG5: Reach a time to remediate critical vulnerabilties on crown jewel systems of less than 16 hours by August 2025
- SG6: Reach a time to remediate critical vulnerabilties on all systems of less than 3 days by August 2025
+- SG5: Reach a time to remediate critical vulnerabilities on crown jewel systems of less than 16 hours by August 2025
+- SG6: Reach a time to remediate critical vulnerabilities on all systems of less than 3 days by August 2025
 - SG5: Reach a time to remediate critical vulnerabilities on crown jewel systems of less than 16 hours by August 2025
 - SG6: Reach a time to remediate critical vulnerabilities on all systems of less than 3 days by August 2025
 - SG7: Complete audit of Apple Passkey integration by February 2025
- SG8: Complete remediation of Apple Passkey vulns by February 2025
+- SG8: Complete remediation of Apple Passkey vulnerabilities by February 2025

 ## Security Team KPIs (How we measure the team)

@@ -72,7 +74,7 @@ NOTE: Some goals are things like project rollouts which serve the higher goals.

 ## Risk Register (The things we're most worried about)

- R1: Our infrastructure security team is understaffed by 50% after 5 key people left 
+- R1: Our infrastructure security team is understaffed by 50% after 5 key people left
 - R2: We are not currently monitoring our external perimeter for attack surface related vulnerabilities like open ports, listening applications, unknown hosts, unknown subdomains pointing to these things, etc. We only do scans once every couple of months and we don't really have anyone to look at the results
 - R3: It takes us multiple days to investigate potential malicious behavior on our systems.
 - R4: We lack a full list of our assets, including externally facing hosts, S3 buckets, etc., which make up our attack surface
@@ -92,7 +94,7 @@ So our risk register looks like this:
 2. Our perimeter is not being monitored for attack surface related vulnerabilities
 3. It takes us too long to detect and start investigating malicious behavior on our systems
 4. We do not have a full list of our assets, which makes it difficult to know what we need to protect
-5. We have a low public trust score due to the events of 2022 
+5. We have a low public trust score due to the events of 2022

 ### Strategies

@@ -136,14 +138,14 @@ $INSERT GRAPHS OF KPI PROGRESS OVER TIME HERE$
 - alma.amazon-domain.com is our primary S3 bucket that contains everything, but it's not public readable or listable
 - We have a root account for our AWS account that doesn't yet have 2FA on it, but we're working on fixing that within a few weeks (but it's been open for a few months)
 - We also use Postgres for all our databases.
- Developers have root access to the all kubernetes nodes via SSH on port 45,001 using a shared developer key issued during laptop provisioning. 
+- Developers have root access to the all kubernetes nodes via SSH on port 45,001 using a shared developer key issued during laptop provisioning.
 - We're a kubernetes shop and do everything through AWS
- We're logging most stuff to Cloudtrail and we kind of use guarduty, but we don't have a 24/7 team to monitor alerts and logs. We should add that to our list of challenges next time we update our overarll policy
+- We're logging most stuff to Cloudtrail and we kind of use Amazon Guarduty, but we don't have a 24/7 team to monitor alerts and logs. We should add that to our list of challenges next time we update our overall policy
 - We also have a Windows infrastructure because some key personnel came from Microsoft. The DC is hosted in our head office which is in Redwood City, and anyone who works in that office (most of the 300 employees) uses that to log in when they start work. The domain is ALMA.
- There's a domain-joined fileserver running Windows 2012 that most people use to upload new ideas and plans for new products. It uses Windows authentication from the domain. 
- We use a palo alto firewall with 2fa using windows authenticator tied to SSO.
+- There's a domain-joined fileserver running Windows 2012 that most people use to upload new ideas and plans for new products. It uses Windows authentication from the domain.
+- We use a Palo Alto Networks firewall with 2fa using windows authenticator tied to SSO.
 - The name of the AI system doing all this context creation using SPQA is Alma, which is also the name of the company.
- We use Workday for HR stuff. Slack for realtime communications. Outlook 365 as a service. Sentinel One on the workstations and laptops. Servers in AWS are mostly Amazon Linux 2 with a few Ubuntu boxes that are a few years old. 
+- We use Workday for HR stuff. Slack for realtime communications. Outlook 365 as a service. Sentinel One on the workstations and laptops. Servers in AWS are mostly Amazon Linux 2 with a few Ubuntu boxes that are a few years old.
 - We also primarily use Postgres for all of our systems.

 ## Team
@@ -160,19 +162,19 @@ PROJECT NAME | PROJECT DESCRIPTION | PROJECT PRIORITY | PROJECT MEMBERS | START

 WAF Install | Install a WAF in front of our main web app | Critical | Nadia Khan | 2024-01-01 - Ongoing | In Progress | $112K one-time, $9K/month

-Multi-Factor Authentication (MFA) Rollout | Implement MFA across all internal and external systems | Critical | Chris Magaan | 2024-01-15 | 2024-05-01 | Planned | $80K one-time, $5K/month 
+Multi-Factor Authentication (MFA) Rollout | Implement MFA across all internal and external systems | Critical | Chris Magann | 2024-01-15 | 2024-05-01 | Planned | $80K one-time, $5K/month

-Procure and Implement ASM | Implement continuous monitoring for attack surface vulnerabilities | High | Tigan Wang | 2024-02-15 | 2024-06-15 | Not Started | $75K one-time, $6K/month 
+Procure and Implement ASM | Implement continuous monitoring for attack surface vulnerabilities | High | Tigan Wang | 2024-02-15 | 2024-06-15 | Not Started | $75K one-time, $6K/month

-Data Encryption Upgrade | Upgrade encryption protocols for all sensitive data | Medium | Nadia Khan | 2024-04-01 | 2024-08-01 | Planned | $95K one-time 
+Data Encryption Upgrade | Upgrade encryption protocols for all sensitive data | Medium | Nadia Khan | 2024-04-01 | 2024-08-01 | Planned | $95K one-time

-Incident Response Enhancement | Develop and implement a 24/7 incident response team | High | Nadia Khan | 2024-03-01 | 2024-07-01 | In Progress | $150K one-time, $10K/month 
+Incident Response Enhancement | Develop and implement a 24/7 incident response team | High | Nadia Khan | 2024-03-01 | 2024-07-01 | In Progress | $150K one-time, $10K/month

-Cloud Security Optimization | Optimize AWS cloud security configurations and practices | Medium | Tigan Wang | 2024-02-01 | 2024-06-01 | In Progress | $100K one-time, $8K/month 
+Cloud Security Optimization | Optimize AWS cloud security configurations and practices | Medium | Tigan Wang | 2024-02-01 | 2024-06-01 | In Progress | $100K one-time, $8K/month

-S3 Bucket Security | Review and secure all S3 buckets to prevent data breaches | High | Chris Magaan | 2024-01-10 | 2024-04-10 | In Progress | $70K one-time, $5K/month
+S3 Bucket Security | Review and secure all S3 buckets to prevent data breaches | High | Chris Magann | 2024-01-10 | 2024-04-10 | In Progress | $70K one-time, $5K/month

-SQL Injection Mitigation | Implement measures to eliminate SQL injection vulnerabilities | High | Tigan Wang | 2024-01-20 | 2024-05-20 | Not Started | $60K one-time 
+SQL Injection Mitigation | Implement measures to eliminate SQL injection vulnerabilities | High | Tigan Wang | 2024-01-20 | 2024-05-20 | Not Started | $60K one-time

 ## SECURITY POSTURE (To be referenced for compliance questions and security questionnaires)

@@ -286,7 +288,9 @@ First draft of the incident response plan created, but not tested.
 June 2019

 Enforced MFA for Google Workspace admin accounts; standard user
+
 ## CURRENT STATE (KPIs, Metrics, Project Activity Updates, etc.)
+
 - October 2022: Current time to detect malicious behavior is 81 hours
 - October 2022: Current time to start investigating malicious behavior is 82 hours
 - October 2022: Current time to remediate critical vulnerabilities on crown jewel systems is 21 days
@@ -308,7 +312,7 @@ Enforced MFA for Google Workspace admin accounts; standard user
 - January 2024: Current time to start investigating malicious behavior is 14 hours
 - January 2024: Current time to remediate critical vulnerabilities on crown jewel systems is 8 days
 - January 2024: Current time to remediate critical vulnerabilities on all systems is 12 days
- March 2024: We're now remediating crits on crown jewels in less than 6 days
- April 2024: We're now remediating all criticals within 11 days
- July 2024: Criticals are now being fixed in 9 days
+- March 2024: We're now remediating critical vulnerabilities on crown jewels in less than 6 days
+- April 2024: We're now remediating all critical vulnerabilities within 11 days
+- July 2024: critical vulnerabilities are now being fixed in 9 days
 - On August 5 we got remediation of critical vulnerabilities down to 7 days
--- a/PATTERN_DESCRIPTIONS/pattern_descriptions.json
+++ b/PATTERN_DESCRIPTIONS/pattern_descriptions.json
--- a/Pattern_Descriptions/README_Pattern_Descriptions_and_Tags_MGT.md
+++ b/Pattern_Descriptions/README_Pattern_Descriptions_and_Tags_MGT.md
--- a/Pattern_Descriptions/extract_patterns.py
+++ b/Pattern_Descriptions/extract_patterns.py
--- a/Pattern_Descriptions/pattern_descriptions.json
+++ b/Pattern_Descriptions/pattern_descriptions.json
--- a/Pattern_Descriptions/pattern_extracts.json
+++ b/Pattern_Descriptions/pattern_extracts.json
@@ -122,7 +122,7 @@
    },
    {
      "patternName": "analyze_threat_report_trends",
-      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou are a super-intelligent cybersecurity expert. You specialize in extracting the surprising, insightful, and interesting information from cybersecurity threat reports.\n\nTake a step back and think step-by-step about how to achieve the best possible results by following the steps below.\n\n# STEPS\n\n- Read the entire threat report from an expert perspective, thinking deeply about what's new, interesting, and surprising in the report.\n\n- Extract up to 50 of the most surprising, insightful, and/or interesting trends from the input in a section called TRENDS:. If there are less than 50 then collect all of them. Make sure you extract at least 20.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n- Do not output the markdown code syntax, only the content.\n- Do not use bold or italics formatting in the markdown output.\n- Extract at least 20 TRENDS from the content.\n- Do not give warnings or notes; only output the requested sections.\n- You use bulleted lists for output, not numbered lists.\n- Do not repeat ideas, quotes, facts, or resources.\n- Do not start items with the same opening words.\n- Ensure you follow ALL these instructions when creating your output.\n\n# INPUT"
+      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou are a super-intelligent cybersecurity expert. You specialize in extracting the surprising, insightful, and interesting information from cybersecurity threat reports.\n\nTake a step back and think step-by-step about how to achieve the best possible results by following the steps below.\n\n# STEPS\n\n- Read the entire threat report from an expert perspective, thinking deeply about what's new, interesting, and surprising in the report.\n\n- Extract up to 50 of the most surprising, insightful, and/or interesting trends from the input in a section called TRENDS:. If there are less than 50 then collect all of them. Make sure you extract at least 20.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n- Do not output the markdown code syntax, only the content.\n- Do not use bold or italics formatting in the markdown output.\n- Extract at least 20 TRENDS from the content.\n- Do not give warnings or notes; only output the requested sections.\n- You use bulleted lists for output, not numbered lists.\n- Do not repeat trends.\n- Do not start items with the same opening words.\n- Ensure you follow ALL these instructions when creating your output.\n\n# INPUT"
    },
    {
      "patternName": "answer_interview_question",
@@ -402,7 +402,7 @@
    },
    {
      "patternName": "extract_business_ideas",
-      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou are a business idea extraction assistant. You are extremely interested in business ideas that could revolutionize or just overhaul existing or new industries.\n\nTake a deep breath and think step by step about how to achieve the best result possible as defined in the steps below. You have a lot of freedom to make this work well.\n\n## OUTPUT SECTIONS\n\n1. You extract all the top business ideas from the content. It might be a few or it might be up to 40 in a section called EXTRACTED_IDEAS\n\n2. Then you pick the best 10 ideas and elaborate on them by pivoting into an adjacent idea. This will be ELABORATED_IDEAS. They should each be unique and have an interesting differentiator.\n\n## OUTPUT INSTRUCTIONS\n\n1. You only output Markdown.\n2. Do not give warnings or notes; only output the requested sections.\n3. You use numbered lists, not bullets.\n4. Do not repeat ideas, quotes, facts, or resources.\n5. Do not start items in the lists with the same opening words.\n\n# INPUT:\n\nINPUT:"
+      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou are a business idea extraction assistant. You are extremely interested in business ideas that could revolutionize or just overhaul existing or new industries.\n\nTake a deep breath and think step by step about how to achieve the best result possible as defined in the steps below. You have a lot of freedom to make this work well.\n\n## OUTPUT SECTIONS\n\n1. You extract all the top business ideas from the content. It might be a few or it might be up to 40 in a section called EXTRACTED_IDEAS\n\n2. Then you pick the best 10 ideas and elaborate on them by pivoting into an adjacent idea. This will be ELABORATED_IDEAS. They should each be unique and have an interesting differentiator.\n\n## OUTPUT INSTRUCTIONS\n\n1. You only output Markdown.\n2. Do not give warnings or notes; only output the requested sections.\n3. You use numbered lists, not bullets.\n4. Do not repeat ideas.\n5. Do not start items in the lists with the same opening words.\n\n# INPUT:\n\nINPUT:"
    },
    {
      "patternName": "extract_controversial_ideas",
@@ -438,7 +438,7 @@
    },
    {
      "patternName": "extract_jokes",
-      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou extract jokes from text content. You are interested only in jokes.\n\nYou create bullet points that capture the joke and punchline.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n\n- Only extract jokes.\n\n- Each bullet should should have the joke followed by punchline on the next line.\n\n- Do not give warnings or notes; only output the requested sections.\n\n- You use bulleted lists for output, not numbered lists.\n\n- Do not repeat jokes, quotes, facts, or resources.\n\n- Ensure you follow ALL these instructions when creating your output.\n\n\n# INPUT\n"
+      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou extract jokes from text content. You are interested only in jokes.\n\nYou create bullet points that capture the joke and punchline.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n\n- Only extract jokes.\n\n- Each bullet should should have the joke followed by punchline on the next line.\n\n- Do not give warnings or notes; only output the requested sections.\n\n- You use bulleted lists for output, not numbered lists.\n\n- Do not repeat jokes.\n\n- Ensure you follow ALL these instructions when creating your output.\n\n\n# INPUT\n"
    },
    {
      "patternName": "extract_latest_video",
@@ -446,7 +446,7 @@
    },
    {
      "patternName": "extract_main_idea",
-      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou extract the primary and/or most surprising, insightful, and interesting idea from any input.\n\nTake a step back and think step-by-step about how to achieve the best possible results by following the steps below.\n\n# STEPS\n\n- Fully digest the content provided.\n\n- Extract the most important idea from the content.\n\n- In a section called MAIN IDEA, write a 15-word sentence that captures the main idea.\n\n- In a section called MAIN RECOMMENDATION, write a 15-word sentence that captures what's recommended for people to do based on the idea.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n- Do not give warnings or notes; only output the requested sections.\n- Do not repeat ideas, quotes, facts, or resources.\n- Do not start items with the same opening words.\n- Ensure you follow ALL these instructions when creating your output.\n\n# INPUT"
+      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou extract the primary and/or most surprising, insightful, and interesting idea from any input.\n\nTake a step back and think step-by-step about how to achieve the best possible results by following the steps below.\n\n# STEPS\n\n- Fully digest the content provided.\n\n- Extract the most important idea from the content.\n\n- In a section called MAIN IDEA, write a 15-word sentence that captures the main idea.\n\n- In a section called MAIN RECOMMENDATION, write a 15-word sentence that captures what's recommended for people to do based on the idea.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n- Do not give warnings or notes; only output the requested sections.\n- Do not start items with the same opening words.\n- Ensure you follow ALL these instructions when creating your output.\n\n# INPUT"
    },
    {
      "patternName": "extract_most_redeeming_thing",
@@ -474,7 +474,7 @@
    },
    {
      "patternName": "extract_product_features",
-      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou extract the list of product features from the input.\n\nTake a step back and think step-by-step about how to achieve the best possible results by following the steps below.\n\n# STEPS\n\n- Consume the whole input as a whole and think about the type of announcement or content it is.\n\n- Figure out which parts were talking about features of a product or service.\n\n- Output the list of features as a bulleted list of 16 words per bullet.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n\n- Do not give warnings or notes; only output the requested sections.\n\n- You use bulleted lists for output, not numbered lists.\n\n- Do not repeat ideas, quotes, facts, or resources.\n\n- Do not start items with the same opening words."
+      "pattern_extract": "# IDENTITY and PURPOSE\n\nYou extract the list of product features from the input.\n\nTake a step back and think step-by-step about how to achieve the best possible results by following the steps below.\n\n# STEPS\n\n- Consume the whole input as a whole and think about the type of announcement or content it is.\n\n- Figure out which parts were talking about features of a product or service.\n\n- Output the list of features as a bulleted list of 16 words per bullet.\n\n# OUTPUT INSTRUCTIONS\n\n- Only output Markdown.\n\n- Do not give warnings or notes; only output the requested sections.\n\n- You use bulleted lists for output, not numbered lists.\n\n- Do not repeat features.\n\n- Do not start items with the same opening words."
    },
    {
      "patternName": "extract_questions",
--- a/README.md
+++ b/README.md
@@ -34,13 +34,18 @@
 - [`fabric`](#fabric)
  - [Navigation](#navigation)
  - [Updates](#updates)
-  - [Intro videos](#intro-videos)
  - [What and why](#what-and-why)
+  - [Intro videos](#intro-videos)
  - [Philosophy](#philosophy)
    - [Breaking problems into components](#breaking-problems-into-components)
    - [Too many prompts](#too-many-prompts)
  - [Installation](#installation)
    - [Get Latest Release Binaries](#get-latest-release-binaries)
+      - [Windows:](#windows)
+      - [MacOS (arm64):](#macos-arm64)
+      - [MacOS (amd64):](#macos-amd64)
+      - [Linux (amd64):](#linux-amd64)
+      - [Linux (arm64):](#linux-arm64)
    - [From Source](#from-source)
    - [Environment Variables](#environment-variables)
    - [Setup](#setup)
@@ -52,12 +57,15 @@
  - [Our approach to prompting](#our-approach-to-prompting)
  - [Examples](#examples)
  - [Just use the Patterns](#just-use-the-patterns)
+    - [Prompt Strategies](#prompt-strategies)
  - [Custom Patterns](#custom-patterns)
  - [Helper Apps](#helper-apps)
    - [`to_pdf`](#to_pdf)
    - [`to_pdf` Installation](#to_pdf-installation)
  - [pbpaste](#pbpaste)
-  - [Web Interface](#Web_Interface)
+  - [Web Interface](#web-interface)
+    - [Installing](#installing)
+    - [Streamlit UI](#streamlit-ui)
  - [Meta](#meta)
    - [Primary contributors](#primary-contributors)

@@ -204,8 +212,19 @@ for pattern_file in $HOME/.config/fabric/patterns/*; do
 done

 yt() {
+    if [ "$#" -eq 0 ] || [ "$#" -gt 2 ]; then
+        echo "Usage: yt [-t | --timestamps] youtube-link"
+        echo "Use the '-t' flag to get the transcript with timestamps."
+        return 1
+    fi
+
+    transcript_flag="--transcript"
+    if [ "$1" = "-t" ] || [ "$1" = "--timestamps" ]; then
+        transcript_flag="--transcript-with-timestamps"
+        shift
+    fi
    local video_link="$1"
-    fabric -y "$video_link" --transcript
+    fabric -y "$video_link" $transcript_flag
 }
 ```

@@ -263,10 +282,34 @@ function $patternName {
 function yt {
    [CmdletBinding()]
    param(
-        [Parameter(Mandatory = $true)]
+        [Parameter()]
+        [Alias("timestamps")]
+        [switch]$t,
+
+        [Parameter(Position = 0, ValueFromPipeline = $true)]
        [string]$videoLink
    )
-    fabric -y $videoLink --transcript
+
+    begin {
+        $transcriptFlag = "--transcript"
+        if ($t) {
+            $transcriptFlag = "--transcript-with-timestamps"
+        }
+    }
+
+    process {
+        if (-not $videoLink) {
+            Write-Error "Usage: yt [-t | --timestamps] youtube-link"
+            return
+        }
+    }
+
+    end {
+        if ($videoLink) {
+            # Execute and allow output to flow through the pipeline
+            fabric -y $videoLink $transcriptFlag
+        }
+    }
 }
 ```

@@ -306,11 +349,6 @@ for pattern_file in ~/.config/fabric/patterns/*; do
    }
    "
 done
-
-yt() {
-    local video_link="$1"
-    fabric -y "$video_link" --transcript
-}
 ```

 This will allow you to use the patterns as aliases like in the above for example `summarize` instead of `fabric --pattern summarize --stream`, however if you pass in an extra argument like this `summarize "my_article_title"` your output will be saved in the destination that you set in `obsidian_base="/path/to/obsidian"` in the following format `YYYY-MM-DD-my_article_title.md` where the date gets autogenerated for you.
@@ -356,48 +394,60 @@ Usage:
  fabric [OPTIONS]

 Application Options:
-  -p, --pattern=             Choose a pattern from the available patterns
-  -v, --variable=            Values for pattern variables, e.g. -v=#role:expert -v=#points:30"
-  -C, --context=             Choose a context from the available contexts
-      --session=             Choose a session from the available sessions
-  -a, --attachment=          Attachment path or URL (e.g. for OpenAI image recognition messages)
-  -S, --setup                Run setup for all reconfigurable parts of fabric
-  -t, --temperature=         Set temperature (default: 0.7)
-  -T, --topp=                Set top P (default: 0.9)
-  -s, --stream               Stream
-  -P, --presencepenalty=     Set presence penalty (default: 0.0)
-  -r, --raw                  Use the defaults of the model without sending chat options (like temperature etc.) and use the user role instead of the system role for patterns.
-  -F, --frequencypenalty=    Set frequency penalty (default: 0.0)
-  -l, --listpatterns         List all patterns
-  -L, --listmodels           List all available models
-  -x, --listcontexts         List all contexts
-  -X, --listsessions         List all sessions
-  -U, --updatepatterns       Update patterns
-  -c, --copy                 Copy to clipboard
-  -m, --model=               Choose model
-  -o, --output=              Output to file
-      --output-session       Output the entire session (also a temporary one) to the output file
-  -n, --latest=              Number of latest patterns to list (default: 0)
-  -d, --changeDefaultModel   Change default model
-  -y, --youtube=             YouTube video "URL" to grab transcript, comments from it and send to chat
-      --transcript           Grab transcript from YouTube video and send to chat (it used per default).
-      --comments             Grab comments from YouTube video and send to chat
-      --metadata             Grab metadata from YouTube video and send to chat
-  -g, --language=            Specify the Language Code for the chat, e.g. -g=en -g=zh
-  -u, --scrape_url=          Scrape website URL to markdown using Jina AI
-  -q, --scrape_question=     Search question using Jina AI
-  -e, --seed=                Seed to be used for LMM generation
-  -w, --wipecontext=         Wipe context
-  -W, --wipesession=         Wipe session
-      --printcontext=        Print context
-      --printsession=        Print session
-      --readability          Convert HTML input into a clean, readable view
-      --serve                Initiate the API server
-      --dry-run              Show what would be sent to the model without actually sending it
-      --version              Print current version
+  -p, --pattern=                    Choose a pattern from the available patterns
+  -v, --variable=                   Values for pattern variables, e.g. -v=#role:expert -v=#points:30
+  -C, --context=                    Choose a context from the available contexts
+      --session=                    Choose a session from the available sessions
+  -a, --attachment=                 Attachment path or URL (e.g. for OpenAI image recognition messages)
+  -S, --setup                       Run setup for all reconfigurable parts of fabric
+  -t, --temperature=                Set temperature (default: 0.7)
+  -T, --topp=                       Set top P (default: 0.9)
+  -s, --stream                      Stream
+  -P, --presencepenalty=            Set presence penalty (default: 0.0)
+  -r, --raw                         Use the defaults of the model without sending chat options (like temperature etc.) and use the user role instead of the system role for patterns.
+  -F, --frequencypenalty=           Set frequency penalty (default: 0.0)
+  -l, --listpatterns                List all patterns
+  -L, --listmodels                  List all available models
+  -x, --listcontexts                List all contexts
+  -X, --listsessions                List all sessions
+  -U, --updatepatterns              Update patterns
+  -c, --copy                        Copy to clipboard
+  -m, --model=                      Choose model
+      --modelContextLength=         Model context length (only affects ollama)
+  -o, --output=                     Output to file
+      --output-session              Output the entire session (also a temporary one) to the output file
+  -n, --latest=                     Number of latest patterns to list (default: 0)
+  -d, --changeDefaultModel          Change default model
+  -y, --youtube=                    YouTube video or play list "URL" to grab transcript, comments from it and send to chat or print it put to the console and store it in the output file
+      --playlist                    Prefer playlist over video if both ids are present in the URL
+      --transcript                  Grab transcript from YouTube video and send to chat (it is used per default).
+      --transcript-with-timestamps  Grab transcript from YouTube video with timestamps and send to chat
+      --comments                    Grab comments from YouTube video and send to chat
+      --metadata                    Output video metadata
+  -g, --language=                   Specify the Language Code for the chat, e.g. -g=en -g=zh
+  -u, --scrape_url=                 Scrape website URL to markdown using Jina AI
+  -q, --scrape_question=            Search question using Jina AI
+  -e, --seed=                       Seed to be used for LMM generation
+  -w, --wipecontext=                Wipe context
+  -W, --wipesession=                Wipe session
+      --printcontext=               Print context
+      --printsession=               Print session
+      --readability                 Convert HTML input into a clean, readable view
+      --input-has-vars              Apply variables to user input
+      --dry-run                     Show what would be sent to the model without actually sending it
+      --serve                       Serve the Fabric Rest API
+      --serveOllama                 Serve the Fabric Rest API with ollama endpoints
+      --address=                    The address to bind the REST API (default: :8080)
+      --config=                     Path to YAML config file
+      --version                     Print current version
+      --listextensions              List all registered extensions
+      --addextension=               Register a new extension from config file path
+      --rmextension=                Remove a registered extension by name
+      --strategy=                   Choose a strategy from the available strategies
+      --liststrategies              List all strategies

 Help Options:
-  -h, --help                 Show this help message
+  -h, --help                        Show this help message

 ```

@@ -468,6 +518,21 @@ You can use any of the Patterns you see there in any AI application that you hav

 The wisdom of crowds for the win.

+### Prompt Strategies
+
+Fabric also implements prompt strategies like "Chain of Thought" or "Chain of Draft" which can
+be used in addition to the basic patterns.
+
+See the [Thinking Faster by Writing Less](https://arxiv.org/pdf/2502.18600) paper and
+the [Thought Generation section of Learn Prompting](https://learnprompting.org/docs/advanced/thought_generation/introduction) for examples of prompt strategies.
+
+Each strategy is available as a small `json` file in the [`/strategies`](https://github.com/danielmiessler/fabric/tree/main/strategies) directory.
+
+The prompt modification of the strategy is applied to the system prompt and passed on to the
+LLM in the chat session.
+
+Use `fabric -S` and select the option to install the strategies in your `~/.config/fabric` directory.
+
 ## Custom Patterns

 You may want to use Fabric to create your own custom Patterns—but not share them with others. No problem!
@@ -540,16 +605,16 @@ alias pbpaste='xclip -selection clipboard -o'

 ## Web Interface

-Fabric now includes a built-in web interface that provides a GUI alternative to the command-line interface and an out-of-the-box website for those who want to get started with web development or blogging.  
+Fabric now includes a built-in web interface that provides a GUI alternative to the command-line interface and an out-of-the-box website for those who want to get started with web development or blogging.
 You can use this app as a GUI interface for Fabric, a ready to go blog-site, or a website template for your own projects.

 The `web/src/lib/content` directory includes starter `.obsidian/` and `templates/` directories, allowing you to open up the `web/src/lib/content/` directory as an [Obsidian.md](https://obsidian.md) vault. You can place your posts in the posts directory when you're ready to publish.

 ### Installing

-The GUI can be installed by navigating to the `web` directory and using `npm install`, `pnpm install`, or your favorite package manager. Then simply run the development server to start the app.
+The GUI can be installed by navigating to the `web` directory and using `npm install`, `pnpm install`, or your favorite package manager. Then simply run the development server to start the app.

-_You will need to run fabric in a separate terminal with the `fabric --serve` command._
+_You will need to run fabric in a separate terminal with the `fabric --serve` command._

 **From the fabric project `web/` directory:**

@@ -569,7 +634,10 @@ To run the Streamlit user interface:

 ```bash
 # Install required dependencies
-pip install streamlit pandas matplotlib seaborn numpy python-dotenv
+pip install -r requirements.txt
+
+# Or manually install dependencies
+pip install streamlit pandas matplotlib seaborn numpy python-dotenv pyperclip

 # Run the Streamlit app
 streamlit run streamlit.py
@@ -582,6 +650,14 @@ The Streamlit UI provides a user-friendly interface for:
 - Creating and editing patterns
 - Analyzing pattern results

+#### Clipboard Support
+
+The Streamlit UI supports clipboard operations across different platforms:
+
+- **macOS**: Uses `pbcopy` and `pbpaste` (built-in)
+- **Windows**: Uses `pyperclip` library (install with `pip install pyperclip`)
+- **Linux**: Uses `xclip` (install with `sudo apt-get install xclip` or equivalent for your distro)
+
 ## Meta

 > [!NOTE]
--- a/Files/WEB
+++ b/Files/WEB
@@ -0,0 +1,215 @@
+# How to Install the Web Interface and PDF-to-Markdown
+
+If Fabric is already installed and you see fabric/web, go to step 3
+
+If fabric is not installed, ensure Go is installed https://go.dev/doc/install and node / npm for web https://nodejs.org/en/download.
+
+There are many ways to install fabric. Here's one approach that usually works well:
+
+## Step 1: clone the repo
+In terminal, from the parent directory where you want to install fabric:
+git clone https://github.com/danielmiessler/fabric.git
+
+## Step 2 : Install Fabric
+cd fabric
+go install github.com/danielmiessler/fabric@latest
+
+## Step 3: Install GUI
+Navigate to the web directory and install dependencies:
+
+cd web
+
+npm install
+
+npx svelte-kit sync
+
+## Step 4: Install PDF-to-Markdown
+Install the PDF conversion components in the correct order:
+cd web
+# Install dependencies in this specific order
+
+npm install -D patch-package
+
+npm install -D pdfjs-dist@2.5.207
+
+npm install -D github:jzillmann/pdf-to-markdown#modularize
+
+
+No build step is required after installation.
+
+## Step 5: Update Shell Configuration if not already done from your fabric installation
+For Mac/Linux users:
+
+Add environment variables to your ~/.bashrc (Linux) or ~/.zshrc (Mac) file:
+
+# For Intel-based Macs or Linux
+export GOROOT=/usr/local/go
+export GOPATH=$HOME/go
+export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH
+
+# For Apple Silicon Macs
+export GOROOT=$(brew --prefix go)/libexec
+export GOPATH=$HOME/go
+export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH
+
+REFER TO OFFICIAL FABRIC README.MD FILE FOR OTHER OPERATING SYSTEMS
+
+Step 5: Create Aliases for Patterns
+Add the following to your .zshrc or .bashrc file to create shorter commands:
+
+```bash
+
+# The following three lines of code are path examples, replace with your actual path.
+
+# Add fabric to PATH
+export PATH="/Users/USERNAME/Documents/fabric:$PATH"
+
+# Define the base directory for Obsidian notes
+obsidian_base="/Users/USERNAME/Documents/fabric/web/myfiles/Fabric_obsidian"
+
+# Define the patterns directory
+patterns_dir="/Users/USERNAME/Documents/fabric/patterns"
+
+
+# Loop through all files in the ~/.config/fabric/patterns directory
+
+for pattern_file in ~/.config/fabric/patterns/*; do
+    # Get the base name of the file
+    pattern_name=$(basename "$pattern_file")
+
+    # Unalias any existing alias with the same name
+    unalias "$pattern_name" 2>/dev/null
+
+    # Define a function dynamically for each pattern
+    eval "
+    $pattern_name() {
+        local title=\$1
+        local date_stamp=\$(date +'%Y-%m-%d')
+        local output_path=\"\$obsidian_base/\${date_stamp}-\${title}.md\"
+
+        # Check if a title was provided
+        if [ -n \"\$title\" ]; then
+            # If a title is provided, use the output path
+            fabric --pattern \"$pattern_name\" -o \"\$output_path\"
+        else
+            # If no title is provided, use --stream
+            fabric --pattern \"$pattern_name\" --stream
+        fi
+    }
+    "
+done
+
+# YouTube shortcut function
+yt() {
+    local video_link="$1"
+    fabric -y "$video_link" --transcript
+}
+
+
+After modifying your shell configuration file, apply the changes:
+
+source ~/.zshrc  # or source ~/.bashrc for Linux
+
+Step 6: Run Fabric Setup
+Initialize fabric configuration:
+
+fabric --setup
+
+Step 7: Launch the Web Interface
+Open two terminal windows and navigate to the web folder:
+
+Terminal 1: Start the Fabric API Server
+fabric --serve
+
+Terminal 2: Start the Development Server
+npm run dev
+
+
+If you get an ** ERROR **.
+It would be much appreciated that you copy /paste your error in your favorite LLM before opening a ticket, 90% of the time your llm will point you to the solution.
+
+Also if you modify patterns, descriptions or tags in  Pattern_Descriptions/pattern_descriptions.json, make sure to copy the file over in  web/static/data/pattern_descriptions.json  
+
+_____   ______   ______
+
+OPTIONAL: Create Start/Stop Scripts 
+You can create scripts to start/stop both servers at once.
+
+### For Mac Users
+When creating scripts on Mac using TextEdit:
+
+1. Open TextEdit
+2. **IMPORTANT:** Select "Format > Make Plain Text" from the menu BEFORE pasting any code
+3. Paste the script content, follow instructions below ((Mac example)).
+
+
+### For Windows Users
+When creating scripts on Windows:
+
+1. Use Notepad or a code editor like VS Code
+2. Paste the script content
+3. Save the file with the appropriate extension
+4. Ensure line endings are set to LF (not CRLF) for bash scripts
+
+ACTUAL SCRIPTS (Mac example)
+
+Start Script 
+1. Create a new file named start-fabric.command on your Desktop:
+
+#!/bin/bash
+
+# Change to the fabric web directory
+cd "$HOME/Documents/Github/fabric/web"
+
+# Start fabric serve in the background
+osascript -e 'tell application "Terminal" to do script "cd '$HOME'/Documents/Github/fabric/web && fabric --serve; exit"'
+
+# Wait a moment to ensure the fabric server starts
+sleep 2
+
+# Start npm development server in a new terminal
+osascript -e 'tell application "Terminal" to do script "cd '$HOME'/Documents/Github/fabric/web && npm run dev; exit"'
+
+# Close this script's terminal window after starting servers
+echo "Fabric servers started!"
+sleep 1
+osascript -e 'tell application "Terminal" to close (every window whose name contains ".command")' &
+exit
+
+Stop Script
+
+2. Create a new file named stop-fabric.command on your Desktop:
+
+#!/bin/bash
+
+# Kill the npm dev server
+pkill -f "node.*dev"
+
+# Kill the fabric server
+pkill -f "fabric --serve"
+
+# Force quit Terminal entirely and restart it
+osascript <<EOD
+tell application "Terminal" to quit
+delay 1
+tell application "Terminal" to activate
+EOD
+
+echo "Fabric servers stopped!"
+sleep 1
+
+# This script's terminal will already be closed by the quit command above
+exit
+
+3. Make both scripts executable:
+chmod +x ~/Desktop/start-fabric.command
+chmod +x ~/Desktop/stop-fabric.command
+
+You can customize with icons by finding suitable .icns files, right-clicking each .command file, selecting "Get Info", and dragging your icon file onto the small icon in the top-left corner.
+
+Note: You might need to allow the scripts to execute in your security settings by going to System Preferences → Security & Privacy after trying to run them the first time.
+
+
+
+## 🎥 Demo Video
+https://youtu.be/XMzjgqvdltM
--- a/Files/pr-1284-update.md
+++ b/Files/pr-1284-update.md
@@ -1,21 +1,20 @@
-https://youtu.be/bhwtWXoMASA# Enhanced Pattern Selection, 
-Pattern Descriptions, New 
-Pattern TAG System, Language Support and other WEB UI Improvements  V3
-
-This Cummulative PR adds several Web UI and functionality improvements to make pattern selection more intuitive (pattern descriptions), ability to save favorite patterns, powerful multilingual capabilities, a Pattern TAG system, a help reference section, more robust Youtube processing and a variety of ui improvements. 
+This Cummulative PR adds several Web UI and functionality improvements to make pattern selection more intuitive with the addition of pattern descriptions, ability to save favorite patterns, a Pattern TAG system, powerful multilingual capabilities, PDF-to-markdown functionnalities, a help reference section, more robust Youtube processing and a variety of other ui improvements. 

 ## 🎥 Demo Video
-https://youtu.be/IhE8Iey8hSU
+https://youtu.be/XMzjgqvdltM



 ## 🌟 Key Features

 ### 1. Web UI and Pattern Selection Improvements
- Enhanced pattern selection interface for better user experience
- New pattern descriptions section accessible via modal
- New pattern favorite list and pattern search functionnality
- New Tag system for better pattern organization and filtering
+- Pattern Descriptions
+- Pattern Tags
+- Pattern Favourites
+- Pattern Search bar
+- PDF to markdown (pdf as pattern input)
+- Better handling of Youtube url
+- Multilingual Support
 - Web UI refinements for clearer interaction
 - Help section via modal  

@@ -57,6 +56,31 @@ The tag filtering system has been deeply integrated into the Pattern Selection i
   - Maintained accessibility standards
   - Responsive design considerations

+
+5. **PDF to Markdown conversion functionality for the web interface**
+- Automatic detection and processing of PDF files in chat
+- Conversion to markdown format for LLM processing
+- Installation instructions from the pdf-to-markdown repository
+
+The PDF conversion module has been integrated in the svelte web browser interface. Once installed, it will automatically detect pdf files in the chat interface and convert them to markdown 
+
+
+## HOW TO INSTALL PDF-TO-MARKDOWN
+If you need to update the web component follow the instructions in "Web Interface MOD Readme Files/WEB V2 Install Guide.md".  
+
+Assuming your web install is up to date and web svelte config complete, you can simply follow these steps to add Pdf-to-mardown. 
+
+# FROM FABRIC ROOT DIRECTORY
+  cd .. web
+
+# Install in this sequence: 
+# Step 1
+npm install -D patch-package
+# Step 2
+npm install -D pdfjs-dist@2.5.207
+# Step 3
+npm install -D github:jzillmann/pdf-to-markdown#modularize
+
 These enhancements create a more intuitive and efficient pattern discovery experience, allowing users to quickly filter and find relevant patterns while maintaining a clean, modern interface.


--- a/cli/cli.go
+++ b/cli/cli.go
@@ -156,6 +156,11 @@ func Cli(version string) (err error) {
 		return
 	}

+	if currentFlags.ListStrategies {
+		err = registry.Strategies.ListStrategies()
+		return
+	}
+
 	// if the interactive flag is set, run the interactive function
 	// if currentFlags.Interactive {
 	// 	interactive.Interactive()
@@ -166,7 +171,7 @@ func Cli(version string) (err error) {
 	var messageTools string

 	if currentFlags.YouTube != "" {
-		if registry.YouTube.IsConfigured() == false {
+		if !registry.YouTube.IsConfigured() {
 			err = fmt.Errorf("YouTube is not configured, please run the setup procedure")
 			return
 		}
@@ -241,7 +246,7 @@ func Cli(version string) (err error) {
 	}

 	var chatter *core.Chatter
-	if chatter, err = registry.GetChatter(currentFlags.Model, currentFlags.ModelContextLength, currentFlags.Stream, currentFlags.DryRun); err != nil {
+	if chatter, err = registry.GetChatter(currentFlags.Model, currentFlags.ModelContextLength, currentFlags.Strategy, currentFlags.Stream, currentFlags.DryRun); err != nil {
 		return
 	}

--- a/cli/cli_test.go
+++ b/cli/cli_test.go
@@ -1,10 +1,11 @@
 package cli

 import (
-	"github.com/danielmiessler/fabric/core"
 	"os"
 	"testing"

+	"github.com/danielmiessler/fabric/core"
+
 	"github.com/stretchr/testify/assert"
 )

--- a/cli/flags.go
+++ b/cli/flags.go
@@ -10,12 +10,11 @@ import (
 	"strconv"
 	"strings"

+	"github.com/danielmiessler/fabric/common"
 	"github.com/jessevdk/go-flags"
 	goopenai "github.com/sashabaranov/go-openai"
 	"golang.org/x/text/language"
 	"gopkg.in/yaml.v2"
-
-	"github.com/danielmiessler/fabric/common"
 )

 // Flags create flags struct. the users flags go into this, this will be passed to the chat struct in cli
@@ -70,6 +69,8 @@ type Flags struct {
 	ListExtensions                  bool              `long:"listextensions" description:"List all registered extensions"`
 	AddExtension                    string            `long:"addextension" description:"Register a new extension from config file path"`
 	RemoveExtension                 string            `long:"rmextension" description:"Remove a registered extension by name"`
+	Strategy                        string            `long:"strategy" description:"Choose a strategy from the available strategies" default:""`
+	ListStrategies                  bool              `long:"liststrategies" description:"List all strategies"`
 }

 var debug = false
@@ -115,14 +116,14 @@ func Init() (ret *Flags, err error) {
 	parser := flags.NewParser(ret, flags.Default)
 	var args []string
 	if args, err = parser.Parse(); err != nil {
-		return nil, err
+		return
 	}

 	// If config specified, load and apply YAML for unused flags
 	if ret.Config != "" {
-		yamlFlags, err := loadYAMLConfig(ret.Config)
-		if err != nil {
-			return nil, err
+		var yamlFlags *Flags
+		if yamlFlags, err = loadYAMLConfig(ret.Config); err != nil {
+			return
 		}

 		// Apply YAML values where CLI flags weren't used
@@ -152,6 +153,7 @@ func Init() (ret *Flags, err error) {
 		}
 	}

+	// Handle stdin and messages
 	// Handle stdin and messages
 	info, _ := os.Stdin.Stat()
 	pipedToStdin := (info.Mode() & os.ModeCharDevice) == 0
@@ -168,8 +170,7 @@ func Init() (ret *Flags, err error) {
 		}
 		ret.Message = AppendMessage(ret.Message, pipedMessage)
 	}
-
-	return ret, nil
+	return
 }

 func assignWithConversion(targetField, sourceField reflect.Value) error {
@@ -235,17 +236,19 @@ func readStdin() (ret string, err error) {
 	reader := bufio.NewReader(os.Stdin)
 	var sb strings.Builder
 	for {
-		line, err := reader.ReadString('\n')
-		if err != nil {
-			if errors.Is(err, io.EOF) {
+		if line, readErr := reader.ReadString('\n'); readErr != nil {
+			if errors.Is(readErr, io.EOF) {
 				sb.WriteString(line)
 				break
 			}
-			return "", fmt.Errorf("error reading piped message from stdin: %w", err)
+			err = fmt.Errorf("error reading piped message from stdin: %w", readErr)
+			return
+		} else {
+			sb.WriteString(line)
 		}
-		sb.WriteString(line)
 	}
-	return sb.String(), nil
+	ret = sb.String()
+	return
 }

 func (o *Flags) BuildChatOptions() (ret *common.ChatOptions) {
@@ -266,13 +269,14 @@ func (o *Flags) BuildChatRequest(Meta string) (ret *common.ChatRequest, err erro
 		ContextName:      o.Context,
 		SessionName:      o.Session,
 		PatternName:      o.Pattern,
+		StrategyName:     o.Strategy,
 		PatternVariables: o.PatternVariables,
 		InputHasVars:     o.InputHasVars,
 		Meta:             Meta,
 	}

 	var message *goopenai.ChatCompletionMessage
-	if o.Attachments == nil || len(o.Attachments) == 0 {
+	if len(o.Attachments) == 0 {
 		if o.Message != "" {
 			message = &goopenai.ChatCompletionMessage{
 				Role:    goopenai.ChatMessageRoleUser,
--- a/cli/output.go
+++ b/cli/output.go
@@ -2,8 +2,9 @@ package cli

 import (
 	"fmt"
-	"github.com/atotto/clipboard"
 	"os"
+
+	"github.com/atotto/clipboard"
 )

 func CopyToClipboard(message string) (err error) {
--- a/common/attachment.go
+++ b/common/attachment.go
@@ -6,11 +6,12 @@ import (
 	"encoding/base64"
 	"encoding/json"
 	"fmt"
-	"github.com/gabriel-vasile/mimetype"
 	"io/ioutil"
 	"net/http"
 	"os"
 	"path/filepath"
+
+	"github.com/gabriel-vasile/mimetype"
 )

 type Attachment struct {
--- a/common/domain.go
+++ b/common/domain.go
@@ -13,6 +13,7 @@ type ChatRequest struct {
 	Language         string
 	Meta             string
 	InputHasVars     bool
+	StrategyName     string
 }

 type ChatOptions struct {
--- a/common/domain_test.go
+++ b/common/domain_test.go
@@ -1,9 +1,10 @@
 package common

 import (
+	"testing"
+
 	goopenai "github.com/sashabaranov/go-openai"
 	"github.com/stretchr/testify/assert"
-	"testing"
 )

 func TestNormalizeMessages(t *testing.T) {
--- a/common/groups_items.go
+++ b/common/groups_items.go
@@ -2,6 +2,7 @@ package common

 import (
 	"fmt"
+
 	"github.com/samber/lo"
 )

--- a/core/chatter.go
+++ b/core/chatter.go
@@ -10,6 +10,7 @@ import (
 	"github.com/danielmiessler/fabric/common"
 	"github.com/danielmiessler/fabric/plugins/ai"
 	"github.com/danielmiessler/fabric/plugins/db/fsdb"
+	"github.com/danielmiessler/fabric/plugins/strategy"
 	"github.com/danielmiessler/fabric/plugins/template"
 )

@@ -24,6 +25,7 @@ type Chatter struct {
 	model              string
 	modelContextLength int
 	vendor             ai.Vendor
+	strategy           string
 }

 func (o *Chatter) Send(request *common.ChatRequest, opts *common.ChatOptions) (session *fsdb.Session, err error) {
@@ -35,6 +37,9 @@ func (o *Chatter) Send(request *common.ChatRequest, opts *common.ChatOptions) (s
 	if len(vendorMessages) == 0 {
 		if session.Name != "" {
 			err = o.db.Sessions.SaveSession(session)
+			if err != nil {
+				return
+			}
 		}
 		err = fmt.Errorf("no messages provided")
 		return
@@ -140,6 +145,19 @@ func (o *Chatter) BuildSession(request *common.ChatRequest, raw bool) (session *
 	}

 	systemMessage := strings.TrimSpace(contextContent) + strings.TrimSpace(patternContent)
+
+	// Apply strategy if specified
+	if request.StrategyName != "" {
+		strategy, err := strategy.LoadStrategy(request.StrategyName)
+		if err != nil {
+			return nil, fmt.Errorf("could not load strategy %s: %v", request.StrategyName, err)
+		}
+		if strategy != nil && strategy.Prompt != "" {
+			// prepend the strategy prompt to the system message
+			systemMessage = fmt.Sprintf("%s\n%s", strategy.Prompt, systemMessage)
+		}
+	}
+
 	if request.Language != "" {
 		systemMessage = fmt.Sprintf("%s. Please use the language '%s' for the output.", systemMessage, request.Language)
 	}
--- a/core/plugin_registry.go
+++ b/core/plugin_registry.go
@@ -3,11 +3,13 @@ package core
 import (
 	"bytes"
 	"fmt"
-	"github.com/danielmiessler/fabric/plugins/ai/exolab"
 	"os"
 	"path/filepath"
 	"strconv"

+	"github.com/danielmiessler/fabric/plugins/ai/exolab"
+	"github.com/danielmiessler/fabric/plugins/strategy"
+
 	"github.com/samber/lo"

 	"github.com/danielmiessler/fabric/common"
@@ -19,6 +21,7 @@ import (
 	"github.com/danielmiessler/fabric/plugins/ai/dryrun"
 	"github.com/danielmiessler/fabric/plugins/ai/gemini"
 	"github.com/danielmiessler/fabric/plugins/ai/groq"
+	"github.com/danielmiessler/fabric/plugins/ai/litellm"
 	"github.com/danielmiessler/fabric/plugins/ai/lmstudio"
 	"github.com/danielmiessler/fabric/plugins/ai/mistral"
 	"github.com/danielmiessler/fabric/plugins/ai/ollama"
@@ -42,6 +45,7 @@ func NewPluginRegistry(db *fsdb.Db) (ret *PluginRegistry, err error) {
 		YouTube:        youtube.NewYouTube(),
 		Language:       lang.NewLanguage(),
 		Jina:           jina.NewClient(),
+		Strategies:     strategy.NewStrategiesManager(),
 	}

 	var homedir string
@@ -52,11 +56,22 @@ func NewPluginRegistry(db *fsdb.Db) (ret *PluginRegistry, err error) {

 	ret.Defaults = tools.NeeDefaults(ret.GetModels)

-	ret.VendorsAll.AddVendors(openai.NewClient(), ollama.NewClient(), azure.NewClient(), groq.NewClient(),
+	ret.VendorsAll.AddVendors(
+		openai.NewClient(),
+		ollama.NewClient(),
+		azure.NewClient(),
+		groq.NewClient(),
 		gemini.NewClient(),
 		//gemini_openai.NewClient(),
-		anthropic.NewClient(), siliconcloud.NewClient(),
-		openrouter.NewClient(), lmstudio.NewClient(), mistral.NewClient(), deepseek.NewClient(), exolab.NewClient())
+		anthropic.NewClient(),
+		siliconcloud.NewClient(),
+		openrouter.NewClient(),
+		lmstudio.NewClient(),
+		mistral.NewClient(),
+		deepseek.NewClient(),
+		exolab.NewClient(),
+		litellm.NewClient(),
+	)
 	_ = ret.Configure()

 	return
@@ -73,6 +88,7 @@ type PluginRegistry struct {
 	Language           *lang.Language
 	Jina               *jina.Client
 	TemplateExtensions *template.ExtensionManager
+	Strategies         *strategy.StrategiesManager
 }

 func (o *PluginRegistry) SaveEnvFile() (err error) {
@@ -81,6 +97,7 @@ func (o *PluginRegistry) SaveEnvFile() (err error) {

 	o.Defaults.Settings.FillEnvFileContent(&envFileContent)
 	o.PatternsLoader.SetupFillEnvFileContent(&envFileContent)
+	o.Strategies.SetupFillEnvFileContent(&envFileContent)

 	for _, vendor := range o.VendorManager.Vendors {
 		vendor.SetupFillEnvFileContent(&envFileContent)
@@ -96,7 +113,7 @@ func (o *PluginRegistry) SaveEnvFile() (err error) {

 func (o *PluginRegistry) Setup() (err error) {
 	setupQuestion := plugins.NewSetupQuestion("Enter the number of the plugin to setup")
-	groupsPlugins := common.NewGroupsItemsSelector[plugins.Plugin]("Available plugins (please configure all required plugins):",
+	groupsPlugins := common.NewGroupsItemsSelector("Available plugins (please configure all required plugins):",
 		func(plugin plugins.Plugin) string {
 			var configuredLabel string
 			if plugin.IsConfigured() {
@@ -112,7 +129,7 @@ func (o *PluginRegistry) Setup() (err error) {
 			return vendor
 		})...)

-	groupsPlugins.AddGroupItems("Tools", o.Defaults, o.PatternsLoader, o.YouTube, o.Language, o.Jina)
+	groupsPlugins.AddGroupItems("Tools", o.Defaults, o.PatternsLoader, o.YouTube, o.Language, o.Jina, o.Strategies)

 	for {
 		groupsPlugins.Print()
@@ -193,7 +210,7 @@ func (o *PluginRegistry) Configure() (err error) {
 	return
 }

-func (o *PluginRegistry) GetChatter(model string, modelContextLength int, stream bool, dryRun bool) (ret *Chatter, err error) {
+func (o *PluginRegistry) GetChatter(model string, modelContextLength int, strategy string, stream bool, dryRun bool) (ret *Chatter, err error) {
 	ret = &Chatter{
 		db:     o.Db,
 		Stream: stream,
@@ -245,5 +262,6 @@ func (o *PluginRegistry) GetChatter(model string, modelContextLength int, stream
 			model, defaultModel, defaultVendor, errMsg)
 		return
 	}
+	ret.strategy = strategy
 	return
 }
--- a/flake.lock
+++ b/flake.lock
@@ -26,11 +26,11 @@
        ]
      },
      "locked": {
-        "lastModified": 1729448365,
-        "narHash": "sha256-oquZeWTYWTr5IxfwEzgsxjtD8SSFZYLdO9DaQb70vNU=",
+        "lastModified": 1733668782,
+        "narHash": "sha256-tPsqU00FhgdFr0JiQUiBMgPVbl1jbPCY5gbFiJycL3I=",
        "owner": "nix-community",
        "repo": "gomod2nix",
-        "rev": "5d387097aa716f35dd99d848dc26d8d5b62a104c",
+        "rev": "514283ec89c39ad0079ff2f3b1437404e4cba608",
        "type": "github"
      },
      "original": {
@@ -41,11 +41,11 @@
    },
    "nixpkgs": {
      "locked": {
-        "lastModified": 1729665710,
-        "narHash": "sha256-AlcmCXJZPIlO5dmFzV3V2XF6x/OpNWUV8Y/FMPGd8Z4=",
+        "lastModified": 1736344531,
+        "narHash": "sha256-8YVQ9ZbSfuUk2bUf2KRj60NRraLPKPS0Q4QFTbc+c2c=",
        "owner": "nixos",
        "repo": "nixpkgs",
-        "rev": "2768c7d042a37de65bb1b5b3268fc987e534c49d",
+        "rev": "bffc22eb12172e6db3c5dde9e3e5628f8e3e7912",
        "type": "github"
      },
      "original": {
@@ -100,11 +100,11 @@
        ]
      },
      "locked": {
-        "lastModified": 1729613947,
-        "narHash": "sha256-XGOvuIPW1XRfPgHtGYXd5MAmJzZtOuwlfKDgxX5KT3s=",
+        "lastModified": 1736154270,
+        "narHash": "sha256-p2r8xhQZ3TYIEKBoiEhllKWQqWNJNoT9v64Vmg4q8Zw=",
        "owner": "numtide",
        "repo": "treefmt-nix",
-        "rev": "aac86347fb5063960eccb19493e0cadcdb4205ca",
+        "rev": "13c913f5deb3a5c08bb810efd89dc8cb24dd968b",
        "type": "github"
      },
      "original": {
--- a/flake.nix
+++ b/flake.nix
@@ -33,7 +33,7 @@
        let
          pkgs = nixpkgs.legacyPackages.${system};
        in
-        treefmt-nix.lib.evalModule pkgs ./treefmt.nix
+        treefmt-nix.lib.evalModule pkgs ./nix/treefmt.nix
      );
    in
    {
@@ -49,7 +49,7 @@
          pkgs = nixpkgs.legacyPackages.${system};
          goEnv = gomod2nix.legacyPackages.${system}.mkGoEnv { pwd = ./.; };
        in
-        import ./shell.nix {
+        import ./nix/shell.nix {
          inherit pkgs goEnv;
          inherit (gomod2nix.legacyPackages.${system}) gomod2nix;
        }
@@ -62,7 +62,7 @@
        in
        {
          default = self.packages.${system}.fabric;
-          fabric = pkgs.callPackage ./pkgs/fabric {
+          fabric = pkgs.callPackage ./nix/pkgs/fabric {
            inherit (gomod2nix.legacyPackages.${system}) buildGoApplication;
          };
          inherit (gomod2nix.legacyPackages.${system}) gomod2nix;
--- a/go.mod
+++ b/go.mod
@@ -19,6 +19,7 @@ require (
 	github.com/samber/lo v1.49.1
 	github.com/sashabaranov/go-openai v1.38.0
 	github.com/stretchr/testify v1.10.0
+	golang.org/x/term v0.29.0
 	golang.org/x/text v0.22.0
 	google.golang.org/api v0.223.0
 	gopkg.in/yaml.v2 v2.4.0
@@ -41,7 +42,6 @@ require (
 	github.com/bytedance/sonic/loader v0.2.3 // indirect
 	github.com/cloudflare/circl v1.6.0 // indirect
 	github.com/cloudwego/base64x v0.1.5 // indirect
-	github.com/cloudwego/iasm v0.2.0 // indirect
 	github.com/cyphar/filepath-securejoin v0.4.1 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/emirpasic/gods v1.18.1 // indirect
--- a/go.sum
+++ b/go.sum
@@ -1,21 +1,13 @@
-cloud.google.com/go v0.116.0 h1:B3fRrSDkLRt5qSHWe40ERJvhvnQwdZiHu0bJOpldweE=
-cloud.google.com/go v0.116.0/go.mod h1:cEPSRWPzZEswwdr9BxE6ChEn01dWlTaF05LiC2Xs70U=
 cloud.google.com/go v0.118.3 h1:jsypSnrE/w4mJysioGdMBg4MiW/hHx/sArFpaBWHdME=
 cloud.google.com/go v0.118.3/go.mod h1:Lhs3YLnBlwJ4KA6nuObNMZ/fCbOQBPuWKPoE0Wa/9Vc=
-cloud.google.com/go/ai v0.8.0 h1:rXUEz8Wp2OlrM8r1bfmpF2+VKqc1VJpafE3HgzRnD/w=
-cloud.google.com/go/ai v0.8.0/go.mod h1:t3Dfk4cM61sytiggo2UyGsDVW3RF1qGZaUKDrZFyqkE=
 cloud.google.com/go/ai v0.10.0 h1:hwj6CI6sMKubXodoJJGTy/c2T1RbbLGM6TL3QoAvzU8=
 cloud.google.com/go/ai v0.10.0/go.mod h1:kvnt2KeHqX8+41PVeMRBETDyQAp/RFvBWGdx/aGjNMo=
-cloud.google.com/go/auth v0.14.1 h1:AwoJbzUdxA/whv1qj3TLKwh3XX5sikny2fc40wUl+h0=
-cloud.google.com/go/auth v0.14.1/go.mod h1:4JHUxlGXisL0AW8kXPtUF6ztuOksyfUQNFjfsOCXkPM=
 cloud.google.com/go/auth v0.15.0 h1:Ly0u4aA5vG/fsSsxu98qCQBemXtAtJf+95z9HK+cxps=
 cloud.google.com/go/auth v0.15.0/go.mod h1:WJDGqZ1o9E9wKIL+IwStfyn/+s59zl4Bi+1KQNVXLZ8=
 cloud.google.com/go/auth/oauth2adapt v0.2.7 h1:/Lc7xODdqcEw8IrZ9SvwnlLX6j9FHQM74z6cBk9Rw6M=
 cloud.google.com/go/auth/oauth2adapt v0.2.7/go.mod h1:NTbTTzfvPl1Y3V1nPpOgl2w6d/FjO7NNUQaWSox6ZMc=
 cloud.google.com/go/compute/metadata v0.6.0 h1:A6hENjEsCDtC1k8byVsgwvVcioamEHvZ4j01OwKxG9I=
 cloud.google.com/go/compute/metadata v0.6.0/go.mod h1:FjyFAW1MW0C203CEOMDTu3Dk1FlqW3Rga40jzHL4hfg=
-cloud.google.com/go/longrunning v0.5.7 h1:WLbHekDbjK1fVFD3ibpFFVoyizlLRl73I7YKuAKilhU=
-cloud.google.com/go/longrunning v0.5.7/go.mod h1:8GClkudohy1Fxm3owmBGid8W0pSgodEMwEAztp38Xng=
 cloud.google.com/go/longrunning v0.6.4 h1:3tyw9rO3E2XVXzSApn1gyEEnH2K9SynNQjMlBi3uHLg=
 cloud.google.com/go/longrunning v0.6.4/go.mod h1:ttZpLCe6e7EXvn9OxpBRx7kZEB0efv8yBO6YnVMfhJs=
 dario.cat/mergo v1.0.1 h1:Ra4+bf83h2ztPIQYNP99R6m+Y7KfnARDfID+a+vLl4s=
@@ -23,67 +15,45 @@ dario.cat/mergo v1.0.1/go.mod h1:uNxQE+84aUszobStD9th8a29P2fMDhsBdgRYvZOxGmk=
 github.com/Microsoft/go-winio v0.5.2/go.mod h1:WpS1mjBmmwHBEWmogvA2mj8546UReBk4v8QkMxJ6pZY=
 github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERoyfY=
 github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU=
-github.com/ProtonMail/go-crypto v1.1.3 h1:nRBOetoydLeUb4nHajyO2bKqMLfWQ/ZPwkXqXxPxCFk=
-github.com/ProtonMail/go-crypto v1.1.3/go.mod h1:rA3QumHc/FZ8pAHreoekgiAbzpNsfQAosU5td4SnOrE=
 github.com/ProtonMail/go-crypto v1.1.5 h1:eoAQfK2dwL+tFSFpr7TbOaPNUbPiJj4fLYwwGE1FQO4=
 github.com/ProtonMail/go-crypto v1.1.5/go.mod h1:rA3QumHc/FZ8pAHreoekgiAbzpNsfQAosU5td4SnOrE=
 github.com/anaskhan96/soup v1.2.5 h1:V/FHiusdTrPrdF4iA1YkVxsOpdNcgvqT1hG+YtcZ5hM=
 github.com/anaskhan96/soup v1.2.5/go.mod h1:6YnEp9A2yywlYdM4EgDz9NEHclocMepEtku7wg6Cq3s=
-github.com/andybalholm/cascadia v1.3.2 h1:3Xi6Dw5lHF15JtdcmAHD3i1+T8plmv7BQ/nsViSLyss=
-github.com/andybalholm/cascadia v1.3.2/go.mod h1:7gtRlve5FxPPgIgX36uWBX58OdBsSS6lUvCFb+h7KvU=
 github.com/andybalholm/cascadia v1.3.3 h1:AG2YHrzJIm4BZ19iwJ/DAua6Btl3IwJX+VI4kktS1LM=
 github.com/andybalholm/cascadia v1.3.3/go.mod h1:xNd9bqTn98Ln4DwST8/nG+H0yuB8Hmgu1YHNnWw0GeA=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be h1:9AeTilPcZAjCFIImctFaOjnTIavg87rW78vTPkQqLI8=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be/go.mod h1:ySMOLuWl6zY27l47sB3qLNK6tF2fkHG55UZxx8oIVo4=
-github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.4 h1:TdGQS+RoR4AUO6gqUL74yK1dz/Arrt/WG+dxOj6Yo6A=
-github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.4/go.mod h1:GJxtdOs9K4neo8Gg65CjJ7jNautmldGli5/OFNabOoo=
 github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.11 h1:O3/AMObKntZyu1KH6Xks6E0gbE8w6HVaKHE+/vXARzM=
 github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.11/go.mod h1:GJxtdOs9K4neo8Gg65CjJ7jNautmldGli5/OFNabOoo=
-github.com/apache/arrow/go/arrow v0.0.0-20211112161151-bc219186db40/go.mod h1:Q7yQnSMnLvcXlZ8RV+jwz/6y1rQTqbX6C82SndT52Zs=
 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de h1:FxWPpzIjnTlhPwqqXc4/vE0f7GvRjuAsbW+HOIe8KnA=
 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de/go.mod h1:DCaWoUhZrYW9p1lxo/cm8EmUOOzAPSEZNGF2DK1dJgw=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPdPJAN/hZIm0C4OItdklCFmMRWYpio=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
 github.com/atotto/clipboard v0.1.4 h1:EH0zSVneZPSuFR11BlR9YppQTVDbh5+16AmcJi4g1z4=
 github.com/atotto/clipboard v0.1.4/go.mod h1:ZY9tmq7sm5xIbd9bOK4onWV4S6X0u6GY7Vn0Yu86PYI=
-github.com/bytedance/sonic v1.12.4 h1:9Csb3c9ZJhfUWeMtpCDCq6BUoH5ogfDFLUgQ/jG+R0k=
-github.com/bytedance/sonic v1.12.4/go.mod h1:B8Gt/XvtZ3Fqj+iSKMypzymZxw/FVwgIGKzMzT9r/rk=
 github.com/bytedance/sonic v1.12.9 h1:Od1BvK55NnewtGaJsTDeAOSnLVO2BTSLOe0+ooKokmQ=
 github.com/bytedance/sonic v1.12.9/go.mod h1:uVvFidNmlt9+wa31S1urfwwthTWteBgG0hWuoKAXTx8=
 github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
-github.com/bytedance/sonic/loader v0.2.1 h1:1GgorWTqf12TA8mma4DDSbaQigE2wOgQo7iCjjJv3+E=
-github.com/bytedance/sonic/loader v0.2.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
 github.com/bytedance/sonic/loader v0.2.3 h1:yctD0Q3v2NOGfSWPLPvG2ggA2kV6TS6s4wioyEqssH0=
 github.com/bytedance/sonic/loader v0.2.3/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI=
-github.com/cloudflare/circl v1.5.0 h1:hxIWksrX6XN5a1L2TI/h53AGPhNHoUBo+TD1ms9+pys=
-github.com/cloudflare/circl v1.5.0/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
 github.com/cloudflare/circl v1.6.0 h1:cr5JKic4HI+LkINy2lg3W2jF8sHCVTBncJr5gIIq7qk=
 github.com/cloudflare/circl v1.6.0/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
-github.com/cloudwego/base64x v0.1.4 h1:jwCgWpFanWmN8xoIUHa2rtzmkd5J2plF/dnLS6Xd/0Y=
-github.com/cloudwego/base64x v0.1.4/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
 github.com/cloudwego/base64x v0.1.5 h1:XPciSp1xaq2VCSt6lF0phncD4koWyULpl5bUxbfCyP4=
 github.com/cloudwego/base64x v0.1.5/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
-github.com/cloudwego/iasm v0.2.0 h1:1KNIy1I1H9hNNFEEH3DVnI4UujN+1zjpuk6gwHLTssg=
 github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
-github.com/cyphar/filepath-securejoin v0.3.4 h1:VBWugsJh2ZxJmLFSM06/0qzQyiQX2Qs0ViKrUAcqdZ8=
-github.com/cyphar/filepath-securejoin v0.3.4/go.mod h1:8s/MCNJREmFK0H02MF6Ihv1nakJe4L/w3WZLHNkvlYM=
 github.com/cyphar/filepath-securejoin v0.4.1 h1:JyxxyPEaktOD+GAnqIqTf9A8tHyAG22rowi7HkoSU1s=
 github.com/cyphar/filepath-securejoin v0.4.1/go.mod h1:Sdj7gXlvMcPZsbhwhQ33GguGLDGQL7h7bg04C/+u9jI=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/elazarl/goproxy v1.2.1 h1:njjgvO6cRG9rIqN2ebkqy6cQz2Njkx7Fsfv/zIZqgug=
-github.com/elazarl/goproxy v1.2.1/go.mod h1:YfEbZtqP4AetfO6d40vWchF3znWX7C7Vd6ZMfdL8z64=
+github.com/elazarl/goproxy v1.4.0 h1:4GyuSbFa+s26+3rmYNSuUVsx+HgPrV1bk1jXI0l9wjM=
+github.com/elazarl/goproxy v1.4.0/go.mod h1:X/5W/t+gzDyLfHW4DrMdpjqYjpXsURlBt9lpBDxZZZQ=
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@@ -92,14 +62,10 @@ github.com/gliderlabs/ssh v0.3.8 h1:a4YXD1V7xMF9g5nTkdfnja3Sxy1PVDCj1Zg4Wb8vY6c=
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@@ -113,33 +79,25 @@ github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/o
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@@ -160,8 +118,6 @@ github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHm
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@@ -182,24 +138,16 @@ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w
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@@ -209,20 +157,14 @@ github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZN
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-github.com/skeema/knownhosts v1.3.0 h1:AM+y0rI04VksttfwjkSTNQorvGqmwATnvnAHpSgc0LY=
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 github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
@@ -241,8 +183,6 @@ github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXl
 github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA=
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@@ -261,12 +201,8 @@ github.com/xanzy/ssh-agent v0.3.3/go.mod h1:6dzNDKs0J9rVPHPhaGCukekBHKqfl+L3KghI
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-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.58.0 h1:PS8wXpbyaDJQ2VDHHncMe9Vct0Zn1fEjpsjrLxGJoSc=
-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.58.0/go.mod h1:HDBUsEjOuRC0EzKZ1bSaRGZWUBAzo+MhAcUUORSr4D0=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 h1:rgMkmiGfix9vFJDcDi1PK8WEQP4FLQwLDfhp5ZLpFeE=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0/go.mod h1:ijPqXp5P6IRRByFVVg9DY8P5HkxkHE5ARIa+86aXPf4=
-go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.58.0 h1:yd02MEjBdJkG3uabWP9apV+OuWRIXGDuJEUJbOHmCFU=
-go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.58.0/go.mod h1:umTcuxiv1n/s/S6/c2AT/g2CQ7u5C59sHDNmfSwgz7Q=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 h1:CV7UdSGJt/Ao6Gp4CXckLxVRRsRgDHoI8XjbL3PDl8s=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0/go.mod h1:FRmFuRJfag1IZ2dPkHnEoSFVgTVPUd2qf5Vi69hLb8I=
 go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
@@ -279,8 +215,6 @@ go.opentelemetry.io/otel/sdk/metric v1.32.0 h1:rZvFnvmvawYb0alrYkjraqJq0Z4ZUJAiy
 go.opentelemetry.io/otel/sdk/metric v1.32.0/go.mod h1:PWeZlq0zt9YkYAp3gjKZ0eicRYvOh1Gd+X99x6GHpCQ=
 go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
 go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
-golang.org/x/arch v0.12.0 h1:UsYJhbzPYGsT0HbEdmYcqtCv8UNGvnaL561NnIUvaKg=
-golang.org/x/arch v0.12.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys=
 golang.org/x/arch v0.14.0 h1:z9JUEZWr8x4rR0OU6c4/4t6E6jOZ8/QBS2bBYBm4tx4=
 golang.org/x/arch v0.14.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
@@ -290,8 +224,6 @@ golang.org/x/crypto v0.13.0/go.mod h1:y6Z2r+Rw4iayiXXAIxJIDAJ1zMW4yaTpebo8fPOliY
 golang.org/x/crypto v0.19.0/go.mod h1:Iy9bg/ha4yyC70EfRS8jz+B6ybOBKMaSxLj6P6oBDfU=
 golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
 golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
-golang.org/x/crypto v0.32.0 h1:euUpcYgM8WcP71gNpTqQCn6rC2t6ULUPiOzfWaXVVfc=
-golang.org/x/crypto v0.32.0/go.mod h1:ZnnJkOaASj8g0AjIduWNlq2NRxL0PlBrbKVyZ6V/Ugc=
 golang.org/x/crypto v0.35.0 h1:b15kiHdrGCHrP6LvwaQ3c03kgNhhiMgvlhxHQhmg2Xs=
 golang.org/x/crypto v0.35.0/go.mod h1:dy7dXNW32cAb/6/PRuTNsix8T+vJAqvuIy5Bli/x0YQ=
 golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 h1:2dVuKD2vS7b0QIHQbpyTISPd0LeHDbnYEryqj5Q1ug8=
@@ -307,18 +239,13 @@ golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v
 golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
 golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
 golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs=
-golang.org/x/net v0.9.0/go.mod h1:d48xBJpPfHeWQsugry2m+kC02ZBRGRgulfHnEXEuWns=
 golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
 golang.org/x/net v0.15.0/go.mod h1:idbUs1IY1+zTqbi8yxTbhexhEEk5ur9LInksu6HrEpk=
 golang.org/x/net v0.21.0/go.mod h1:bIjVDfnllIU7BJ2DNgfnXvpSvtn8VRwhlsaeUTyUS44=
 golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
 golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
-golang.org/x/net v0.34.0 h1:Mb7Mrk043xzHgnRM88suvJFwzVrRfHEHJEl5/71CKw0=
-golang.org/x/net v0.34.0/go.mod h1:di0qlW3YNM5oh6GqDGQr92MyTozJPmybPK4Ev/Gm31k=
 golang.org/x/net v0.35.0 h1:T5GQRQb2y08kTAByq9L4/bz8cipCdA8FbRTXewonqY8=
 golang.org/x/net v0.35.0/go.mod h1:EglIi67kWsHKlRzzVMUD93VMSWGFOMSZgxFjparz1Qk=
-golang.org/x/oauth2 v0.25.0 h1:CY4y7XT9v0cRI9oupztF8AgiIu99L/ksR/Xp/6jrZ70=
-golang.org/x/oauth2 v0.25.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
 golang.org/x/oauth2 v0.27.0 h1:da9Vo7/tDv5RH/7nZDz1eMGS/q1Vv1N/7FCrBhI9I3M=
 golang.org/x/oauth2 v0.27.0/go.mod h1:onh5ek6nERTohokkhCD/y2cV4Do3fxFHFuAejCkRWT8=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -327,7 +254,6 @@ golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y=
 golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sync v0.7.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
-golang.org/x/sync v0.10.0 h1:3NQrjDixjgGwUOCaF8w2+VYHv0Ve/vGYSbdkTa98gmQ=
 golang.org/x/sync v0.10.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sync v0.11.0 h1:GGz8+XQP4FvTTrjZPzNKTMFtSXH80RAzG+5ghFPgK9w=
 golang.org/x/sync v0.11.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
@@ -342,28 +268,24 @@ golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.7.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/sys v0.29.0 h1:TPYlXGxvx1MGTn2GiZDhnjPA9wZzZeGKHHmKhHYvgaU=
-golang.org/x/sys v0.29.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.30.0 h1:QjkSwP/36a20jFYWkSue1YwXzLmsV5Gfq7Eiy72C1uc=
 golang.org/x/sys v0.30.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/telemetry v0.0.0-20240228155512-f48c80bd79b2/go.mod h1:TeRTkGYfJXctD9OcfyVLyj2J3IxLnKwHJR8f4D8a3YE=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
-golang.org/x/term v0.7.0/go.mod h1:P32HKFT3hSsZrRxla30E9HqToFYAQPCMs/zFMBUFqPY=
 golang.org/x/term v0.8.0/go.mod h1:xPskH00ivmX89bAKVGSKKtLOWNx2+17Eiy94tnKShWo=
 golang.org/x/term v0.12.0/go.mod h1:owVbMEjm3cBLCHdkQu9b1opXd4ETQWc3BhuQGKgXgvU=
 golang.org/x/term v0.17.0/go.mod h1:lLRBjIVuehSbZlaOtGMbcMncT+aqLLLmKrsjNrUguwk=
 golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
 golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
-golang.org/x/term v0.28.0 h1:/Ts8HFuMR2E6IP/jlo7QVLZHggjKQbhu/7H0LJFr3Gg=
-golang.org/x/term v0.28.0/go.mod h1:Sw/lC2IAUZ92udQNf3WodGtn4k/XoLyZoh8v/8uiwek=
+golang.org/x/term v0.29.0 h1:L6pJp37ocefwRRtYPKSWOWzOtWSxVajvz2ldH/xi3iU=
+golang.org/x/term v0.29.0/go.mod h1:6bl4lRlvVuDgSf3179VpIxBF0o10JUpXWOnI7nErv7s=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@@ -373,12 +295,9 @@ golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
 golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
-golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
 golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
 golang.org/x/text v0.22.0 h1:bofq7m3/HAFvbF51jz3Q9wLg3jkvSPuiZu/pD1XwgtM=
 golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
-golang.org/x/time v0.9.0 h1:EsRrnYcQiGH+5FfbgvV4AP7qEZstoyrHB0DzarOQ4ZY=
-golang.org/x/time v0.9.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/time v0.10.0 h1:3usCWA8tQn0L8+hFJQNgzpWbd89begxN66o1Ojdn5L4=
 golang.org/x/time v0.10.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -388,22 +307,14 @@ golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
 golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
 golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/api v0.220.0 h1:3oMI4gdBgB72WFVwE1nerDD8W3HUOS4kypK6rRLbGns=
-google.golang.org/api v0.220.0/go.mod h1:26ZAlY6aN/8WgpCzjPNy18QpYaz7Zgg1h0qe1GkZEmY=
 google.golang.org/api v0.223.0 h1:JUTaWEriXmEy5AhvdMgksGGPEFsYfUKaPEYXd4c3Wvc=
 google.golang.org/api v0.223.0/go.mod h1:C+RS7Z+dDwds2b+zoAk5hN/eSfsiCn0UDrYof/M4d2M=
-google.golang.org/genproto/googleapis/api v0.0.0-20241209162323-e6fa225c2576 h1:CkkIfIt50+lT6NHAVoRYEyAvQGFM7xEwXUUywFvEb3Q=
-google.golang.org/genproto/googleapis/api v0.0.0-20241209162323-e6fa225c2576/go.mod h1:1R3kvZ1dtP3+4p4d3G8uJ8rFk/fWlScl38vanWACI08=
 google.golang.org/genproto/googleapis/api v0.0.0-20250224174004-546df14abb99 h1:ilJhrCga0AptpJZXmUYG4MCrx/zf3l1okuYz7YK9PPw=
 google.golang.org/genproto/googleapis/api v0.0.0-20250224174004-546df14abb99/go.mod h1:Xsh8gBVxGCcbV8ZeTB9wI5XPyZ5RvC6V3CTeeplHbiA=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250127172529-29210b9bc287 h1:J1H9f+LEdWAfHcez/4cvaVBox7cOYT+IU6rgqj5x++8=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20250127172529-29210b9bc287/go.mod h1:8BS3B93F/U1juMFq9+EDk+qOT5CO1R9IzXxG3PTqiRk=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20250224174004-546df14abb99 h1:ZSlhAUqC4r8TPzqLXQ0m3upBNZeF+Y8jQ3c4CR3Ujms=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20250224174004-546df14abb99/go.mod h1:LuRYeWDFV6WOn90g357N17oMCaxpgCnbi/44qJvDn2I=
 google.golang.org/grpc v1.70.0 h1:pWFv03aZoHzlRKHWicjsZytKAiYCtNS0dHbXnIdq7jQ=
 google.golang.org/grpc v1.70.0/go.mod h1:ofIJqVKDXx/JiXrwr2IG4/zwdH9txy3IlF40RmcJSQw=
-google.golang.org/protobuf v1.36.4 h1:6A3ZDJHn/eNqc1i+IdefRzy/9PokBTPvcqMySR7NNIM=
-google.golang.org/protobuf v1.36.4/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
 google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
 google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
--- a/main.go
+++ b/main.go
@@ -2,9 +2,10 @@ package main

 import (
 	"fmt"
-	"github.com/jessevdk/go-flags"
 	"os"

+	"github.com/jessevdk/go-flags"
+
 	"github.com/danielmiessler/fabric/cli"
 )

--- a/nix/pkgs/fabric/default.nix
+++ b/nix/pkgs/fabric/default.nix
@@ -6,9 +6,11 @@
 buildGoApplication {
  pname = "fabric-ai";
  version = import ./version.nix;
-  src = ../../.;
-  pwd = ../../.;
-  modules = ../../gomod2nix.toml;
+  src = ../../../.;
+  pwd = ../../../.;
+  modules = ./gomod2nix.toml;
+
+  doCheck = false;

  ldflags = [
    "-s"
--- a/nix/pkgs/fabric/gomod2nix.toml
+++ b/nix/pkgs/fabric/gomod2nix.toml
@@ -55,9 +55,6 @@ schema = 3
  [mod."github.com/cloudwego/base64x"]
    version = "v0.1.5"
    hash = "sha256-MyUYTveN48DhnL8mwAgCRuMExLct98uzSPsmYlfaa4I="
-  [mod."github.com/cloudwego/iasm"]
-    version = "v0.2.0"
-    hash = "sha256-TzIP2N3HOesXrKACsRr/ShcoqttwPGZPckIepsTyHOA="
  [mod."github.com/cyphar/filepath-securejoin"]
    version = "v0.4.1"
    hash = "sha256-NOV6MfbkcQbfhNmfADQw2SJmZ6q1nw0wwg8Pm2tf2DM="
@@ -256,6 +253,9 @@ schema = 3
  [mod."golang.org/x/sys"]
    version = "v0.30.0"
    hash = "sha256-BuhWtwDkciVioc03rxty6G2vcZVnPX85lI7tgQOFVP8="
+  [mod."golang.org/x/term"]
+    version = "v0.29.0"
+    hash = "sha256-aIupP/iNJKzHPUt0F7SaXc3u17h8plEPyQeypO7ilW8="
  [mod."golang.org/x/text"]
    version = "v0.22.0"
    hash = "sha256-kUwLNFk9K/YuWmO5/u2IshrmhT2CCuk+mAShSlTTeZo="
--- a/nix/pkgs/fabric/version.nix
+++ b/nix/pkgs/fabric/version.nix
@@ -0,0 +1 @@
+"1.4.161"
--- a/nix/shell.nix
+++ b/nix/shell.nix
--- a/nix/treefmt.nix
+++ b/nix/treefmt.nix
@@ -6,6 +6,7 @@
    statix.enable = true;
    nixfmt.enable = true;

+    goimports.enable = true;
    gofmt.enable = true;
  };
 }
--- a/patterns/analyze_malware/system.md
+++ b/patterns/analyze_malware/system.md
@@ -24,7 +24,7 @@ Extract at least basic information about the malware.
 Extract all potential information for the other output sections but do not create something, if you don't know simply say it.
 Do not give warnings or notes; only output the requested sections.
 You use bulleted lists for output, not numbered lists.
-Do not repeat ideas, facts, or resources.
+Do not repeat references.
 Do not start items with the same opening words.
 Ensure you follow ALL these instructions when creating your output.

--- a/patterns/analyze_threat_report/system.md
+++ b/patterns/analyze_threat_report/system.md
@@ -29,7 +29,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Extract at least 10 items for the other output sections.
 - Do not give warnings or notes; only output the requested sections.
 - You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat trends, statistics, quotes, or references.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/analyze_threat_report_trends/system.md
+++ b/patterns/analyze_threat_report_trends/system.md
@@ -18,7 +18,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Extract at least 20 TRENDS from the content.
 - Do not give warnings or notes; only output the requested sections.
 - You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat trends.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/coding_master/system.md
+++ b/patterns/coding_master/system.md
@@ -44,7 +44,7 @@ Do not give warnings or notes; only output the requested sections.

 You use bulleted lists for output, not numbered lists.

-Do not repeat ideas, quotes, facts, or resources.
+Do not repeat ideas, habits, facts, or insights.

 Do not start items with the same opening words.

--- a/patterns/create_flash_cards/system.md
+++ b/patterns/create_flash_cards/system.md
@@ -0,0 +1,14 @@
+# IDENTITY 
+
+You are an expert educator AI with a 4,221 IQ. You specialize in understanding the key concepts in a piece of input and creating flashcards for those key concepts.
+
+# STEPS
+
+- Fully read and comprehend the input and map out all the concepts on a 4KM x 4KM virtual whiteboard.
+- Make a list of the key concepts, definitions, terms, etc. that are associated with the input.
+- Create flashcards for each key concept, definition, term, etc. that you have identified.
+- The flashcard should be a question of 8-16 words and an answer of up to 32 words.
+
+# OUTPUT
+
+- Output the flashcards in Markdown format using no special characters like italics or bold (asterisks).
--- a/patterns/create_network_threat_landscape/system.md
+++ b/patterns/create_network_threat_landscape/system.md
@@ -27,7 +27,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Extract at least 10 items for the other output sections.
 - Do not give warnings or notes; only output the requested sections.
 - You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat insights, trends, or quotes.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/create_report_finding/system.md
+++ b/patterns/create_report_finding/system.md
@@ -33,7 +33,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Extract at least 10 items for the other output sections.
 - Do not give warnings or notes; only output the requested sections.
 - You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat quotes, or references.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/extract_article_wisdom/dmiessler/extract_wisdom-1.0.0/system.md
+++ b/patterns/extract_article_wisdom/dmiessler/extract_wisdom-1.0.0/system.md
@@ -25,5 +25,5 @@ Take a step back and think step by step about how to achieve the best result pos
 1. You only output Markdown.
 2. Do not give warnings or notes; only output the requested sections.
 3. You use numbered lists, not bullets.
-4. Do not repeat ideas, quotes, facts, or resources.
+4. Do not repeat ideas, quotes, habits, facts, or references.
 5. Do not start items with the same opening words.
--- a/patterns/extract_article_wisdom/system.md
+++ b/patterns/extract_article_wisdom/system.md
@@ -24,7 +24,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Extract at least 10 items for the other output sections.
 - Do not give warnings or notes; only output the requested sections.
 - You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat ideas, quotes, facts, or references.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/extract_business_ideas/system.md
+++ b/patterns/extract_business_ideas/system.md
@@ -15,7 +15,7 @@ Take a deep breath and think step by step about how to achieve the best result p
 1. You only output Markdown.
 2. Do not give warnings or notes; only output the requested sections.
 3. You use numbered lists, not bullets.
-4. Do not repeat ideas, quotes, facts, or resources.
+4. Do not repeat ideas.
 5. Do not start items in the lists with the same opening words.

 # INPUT:
--- a/patterns/extract_ctf_writeup/system.md
+++ b/patterns/extract_ctf_writeup/system.md
@@ -24,7 +24,7 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat vulnerabilities, or references.

 - Do not start items with the same opening words.

--- a/patterns/extract_insights_dm/system.md
+++ b/patterns/extract_insights_dm/system.md
@@ -175,7 +175,7 @@ END OUTPUT EXAMPLE

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat insights.

 - Do not start items with the same opening words.

--- a/patterns/extract_jokes/system.md
+++ b/patterns/extract_jokes/system.md
@@ -16,11 +16,10 @@ You create bullet points that capture the joke and punchline.

 - You use bulleted lists for output, not numbered lists.

- Do not repeat jokes, quotes, facts, or resources.
+- Do not repeat jokes.

 - Ensure you follow ALL these instructions when creating your output.

-
 # INPUT

 INPUT:
--- a/patterns/extract_main_activities/system.md
+++ b/patterns/extract_main_activities/system.md
@@ -0,0 +1,21 @@
+# IDENTITY
+
+You are an expert activity extracting AI with a 24,221 IQ. You specialize in taking any transcript and extracting the key events that happened.
+
+# STEPS
+
+- Fully understand the input transcript or log.
+ 
+- Extract the key events and map them on a 24KM x 24KM virtual whiteboard.
+ 
+- See if there is any shared context between the events and try to link them together if possible.
+
+# OUTPUT
+
+- Write a 16 word summary sentence of the activity.
+ 
+- Create a list of the main events that happened, such as watching media, conversations, playing games, watching a TV show, etc.
+
+# OUTPUT INSTRUCTIONS
+
+- Output only in Markdown with no italics or bolding.
--- a/patterns/extract_main_idea/system.md
+++ b/patterns/extract_main_idea/system.md
@@ -18,7 +18,6 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - Only output Markdown.
 - Do not give warnings or notes; only output the requested sections.
- Do not repeat ideas, quotes, facts, or resources.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/extract_patterns/system.md
+++ b/patterns/extract_patterns/system.md
@@ -34,7 +34,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Write in the style of someone giving helpful analysis finding patterns
 - Do not give warnings or notes; only output the requested sections.
 - You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat patterns.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/extract_product_features/dmiessler/extract_wisdom-1.0.0/system.md
+++ b/patterns/extract_product_features/dmiessler/extract_wisdom-1.0.0/system.md
@@ -25,5 +25,5 @@ Take a step back and think step by step about how to achieve the best result pos
 1. You only output Markdown.
 2. Do not give warnings or notes; only output the requested sections.
 3. You use numbered lists, not bullets.
-4. Do not repeat ideas, quotes, facts, or resources.
+4. Do not repeat ideas, quotes, habits, facts, or references.
 5. Do not start items with the same opening words.
--- a/patterns/extract_product_features/system.md
+++ b/patterns/extract_product_features/system.md
@@ -20,7 +20,7 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
+- Do not features.

 - Do not start items with the same opening words.

--- a/patterns/extract_recipe/system.md
+++ b/patterns/extract_recipe/system.md
@@ -23,10 +23,10 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
-
 - Do not start items with the same opening words.

+- Do not repeat ingredients.
+
 - Stick to the measurements, do not alter it.

 - Ensure you follow ALL these instructions when creating your output.
--- a/patterns/extract_wisdom/dmiessler/extract_wisdom-1.0.0/system.md
+++ b/patterns/extract_wisdom/dmiessler/extract_wisdom-1.0.0/system.md
@@ -25,5 +25,5 @@ Take a step back and think step by step about how to achieve the best result pos
 1. You only output Markdown.
 2. Do not give warnings or notes; only output the requested sections.
 3. You use numbered lists, not bullets.
-4. Do not repeat ideas, quotes, facts, or resources.
+4. Do not repeat ideas, quotes, habits, facts, or references.
 5. Do not start items with the same opening words.
--- a/patterns/extract_wisdom/system.md
+++ b/patterns/extract_wisdom/system.md
@@ -12,7 +12,7 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - Extract 10 to 20 of the best insights from the input and from a combination of the raw input and the IDEAS above into a section called INSIGHTS. These INSIGHTS should be fewer, more refined, more insightful, and more abstracted versions of the best ideas in the content. 

- Extract 15 to 30 of the most surprising, insightful, and/or interesting quotes from the input into a section called QUOTES:. Use the exact quote text from the input.
+- Extract 15 to 30 of the most surprising, insightful, and/or interesting quotes from the input into a section called QUOTES:. Use the exact quote text from the input. Include the name of the speaker of the quote at the end.

 - Extract 15 to 30 of the most practical and useful personal habits of the speakers, or mentioned by the speakers, in the content into a section called HABITS. Examples include but aren't limited to: sleep schedule, reading habits, things they always do, things they always avoid, productivity tips, diet, exercise, etc.

@@ -48,7 +48,7 @@ Take a step back and think step-by-step about how to achieve the best possible r

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat ideas, insights, quotes, habits, facts, or references.

 - Do not start items with the same opening words.

--- a/patterns/extract_wisdom_agents/system.md
+++ b/patterns/extract_wisdom_agents/system.md
@@ -42,7 +42,7 @@ You are an advanced AI system that coordinates multiple teams of AI agents that

 - All GENERALIST output agents should use bullets for their output, and sentences of 15-words.

- Agents should not repeat ideas, quotes, facts, or resources.
+- Agents should not repeat ideas, insights, quotes, habits, facts, or references.

 - Agents should not start items with the same opening words.

--- a/patterns/extract_wisdom_dm/system.md
+++ b/patterns/extract_wisdom_dm/system.md
@@ -82,7 +82,7 @@ Think about the most interesting facts related to the content

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat ideas, insights, quotes, habits, facts, or references.

 - Do not start items with the same opening words.

--- a/patterns/extract_wisdom_nometa/system.md
+++ b/patterns/extract_wisdom_nometa/system.md
@@ -44,7 +44,7 @@ You extract surprising, insightful, and interesting information from text conten

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat ideas, insights, quotes, habits, facts, or references.

 - Do not start items with the same opening words.

--- a/patterns/improve_report_finding/system.md
+++ b/patterns/improve_report_finding/system.md
@@ -31,7 +31,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Extract at least 10 items for the other output sections.
 - Do not give warnings or notes; only output the requested sections.
 - You use bulleted lists for output, not numbered lists.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat quotes, or references.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.

--- a/patterns/pattern_explanations.md
+++ b/patterns/pattern_explanations.md
@@ -207,3 +207,4 @@ Brief one-line summary from AI analysis of what each pattern does.
 203. **write_nuclei_template_rule**: Generates Nuclei YAML templates for detecting vulnerabilities using HTTP requests, matchers, extractors, and dynamic data extraction.
 204. **write_pull-request**: Drafts detailed pull request descriptions, explaining changes, providing reasoning, and identifying potential bugs from the git diff command output.
 205. **write_semgrep_rule**: Creates accurate and working Semgrep rules based on input, following syntax guidelines and specific language considerations.
+206. **youtube_summary**:  Create concise, timestamped Youtube video summaries that highlight key points.
--- a/patterns/summarize/dmiessler/summarize/system.md
+++ b/patterns/summarize/dmiessler/summarize/system.md
@@ -21,5 +21,5 @@ Take a step back and think step by step about how to achieve the best result pos
 1. You only output Markdown.
 2. Do not give warnings or notes; only output the requested sections.
 3. You use numbered lists, not bullets.
-4. Do not repeat ideas, quotes, facts, or resources.
+4. Do not repeat ideas, or quotes.
 5. Do not start items with the same opening words.
--- a/patterns/summarize_debate/system.md
+++ b/patterns/summarize_debate/system.md
@@ -60,13 +60,10 @@ Find the evidence each party would accept to change their mind.

 - Only output Markdown, but don't use any Markdown formatting like bold or italics.

-
 - Do not give warnings or notes; only output the requested sections.

 - You use bulleted lists for output, not numbered lists.

- Do not repeat ideas, quotes, facts, or resources.
-
 - Do not start items with the same opening words.

 - Ensure you follow ALL these instructions when creating your output.
--- a/patterns/transcribe_minutes/system.md
+++ b/patterns/transcribe_minutes/system.md
@@ -35,7 +35,7 @@ Take a step back and think step-by-step about how to achieve the best possible r
 - Write CHALLENGES as 2-3 sentences.
 - Write NEXT STEPS as 2-3 sentences.
 - Do not give warnings or notes; only output the requested sections.
- Do not repeat ideas, quotes, facts, or resources.
+- Do not repeat actionables, decisions, or challenges.
 - You use bulleted lists for output, not numbered lists.
 - Do not start items with the same opening words.
 - Ensure you follow ALL these instructions when creating your output.
--- a/patterns/youtube_summary/system.md
+++ b/patterns/youtube_summary/system.md
@@ -0,0 +1,41 @@
+# IDENTITY and PURPOSE
+
+You are an AI assistant specialized in creating concise, informative summaries of YouTube video content based on transcripts. Your role is to analyze video transcripts, identify key points, main themes, and significant moments, then organize this information into a well-structured summary that includes relevant timestamps. You excel at distilling lengthy content into digestible summaries while preserving the most valuable information and maintaining the original flow of the video.
+
+Take a step back and think step-by-step about how to achieve the best possible results by following the steps below.
+
+## STEPS
+
+- Carefully read through the entire transcript to understand the overall content and structure of the video
+- Identify the main topic and purpose of the video
+- Note key points, important concepts, and significant moments throughout the transcript
+- Pay attention to natural transitions or segment changes in the video
+- Extract relevant timestamps for important moments or topic changes
+- Organize information into a logical structure that follows the video's progression
+- Create a concise summary that captures the essence of the video
+- Include timestamps alongside key points to allow easy navigation
+- Ensure the summary is comprehensive yet concise
+
+## OUTPUT INSTRUCTIONS
+
+- Only output Markdown
+
+- Begin with a brief overview of the video's main topic and purpose
+
+- Structure the summary with clear headings and subheadings that reflect the video's organization
+
+- Include timestamps in [HH:MM:SS] format before each key point or section
+
+- Keep the summary concise but comprehensive, focusing on the most valuable information
+
+- Use bullet points for lists of related points when appropriate
+
+- Bold or italicize particularly important concepts or takeaways
+
+- End with a brief conclusion summarizing the video's main message or call to action
+
+- Ensure you follow ALL these instructions when creating your output.
+
+## INPUT
+
+INPUT:
--- a/pkgs/fabric/version.nix
+++ b/pkgs/fabric/version.nix
@@ -1 +0,0 @@
-"1.4.142"
--- a/plugins/ai/azure/azure.go
+++ b/plugins/ai/azure/azure.go
@@ -1,10 +1,11 @@
 package azure

 import (
+	"strings"
+
 	"github.com/danielmiessler/fabric/plugins"
 	"github.com/danielmiessler/fabric/plugins/ai/openai"
 	goopenai "github.com/sashabaranov/go-openai"
-	"strings"
 )

 func NewClient() (ret *Client) {
@@ -12,6 +13,8 @@ func NewClient() (ret *Client) {
 	ret.Client = openai.NewClientCompatible("Azure", "", ret.configure)
 	ret.ApiDeployments = ret.AddSetupQuestionCustom("deployments", true,
 		"Enter your Azure deployments (comma separated)")
+	ret.ApiVersion = ret.AddSetupQuestionCustom("API Version", false,
+		"Enter the Azure API version (optional)")

 	return
 }
@@ -19,13 +22,18 @@ func NewClient() (ret *Client) {
 type Client struct {
 	*openai.Client
 	ApiDeployments *plugins.SetupQuestion
+	ApiVersion     *plugins.SetupQuestion

 	apiDeployments []string
 }

 func (oi *Client) configure() (err error) {
 	oi.apiDeployments = strings.Split(oi.ApiDeployments.Value, ",")
-	oi.ApiClient = goopenai.NewClientWithConfig(goopenai.DefaultAzureConfig(oi.ApiKey.Value, oi.ApiBaseURL.Value))
+	config := goopenai.DefaultAzureConfig(oi.ApiKey.Value, oi.ApiBaseURL.Value)
+	if oi.ApiVersion.Value != "" {
+		config.APIVersion = oi.ApiVersion.Value
+	}
+	oi.ApiClient = goopenai.NewClientWithConfig(config)
 	return
 }

--- a/plugins/ai/azure/azure_test.go
+++ b/plugins/ai/azure/azure_test.go
@@ -13,6 +13,9 @@ func TestNewClientInitialization(t *testing.T) {
 	if client.ApiDeployments == nil {
 		t.Errorf("Expected ApiDeployments to be initialized, got nil")
 	}
+	if client.ApiVersion == nil {
+		t.Errorf("Expected ApiVersion to be initialized, got nil")
+	}
 	if client.Client == nil {
 		t.Errorf("Expected Client to be initialized, got nil")
 	}
@@ -24,6 +27,7 @@ func TestClientConfigure(t *testing.T) {
 	client.ApiDeployments.Value = "deployment1,deployment2"
 	client.ApiKey.Value = "test-api-key"
 	client.ApiBaseURL.Value = "https://example.com"
+	client.ApiVersion.Value = "2021-01-01"

 	err := client.configure()
 	if err != nil {
@@ -43,6 +47,10 @@ func TestClientConfigure(t *testing.T) {
 	if client.ApiClient == nil {
 		t.Errorf("Expected ApiClient to be initialized, got nil")
 	}
+
+	if client.ApiVersion.Value != "2021-01-01" {
+		t.Errorf("Expected API version to be '2021-01-01', got %s", client.ApiVersion.Value)
+	}
 }

 // Test generated using Keploy
--- a/plugins/ai/dryrun/dryrun_test.go
+++ b/plugins/ai/dryrun/dryrun_test.go
@@ -1,10 +1,11 @@
 package dryrun

 import (
-	"github.com/danielmiessler/fabric/common"
-	"github.com/sashabaranov/go-openai"
 	"reflect"
 	"testing"
+
+	"github.com/danielmiessler/fabric/common"
+	"github.com/sashabaranov/go-openai"
 )

 // Test generated using Keploy
--- a/plugins/ai/exolab/exolab.go
+++ b/plugins/ai/exolab/exolab.go
@@ -1,9 +1,10 @@
 package exolab

 import (
+	"strings"
+
 	"github.com/danielmiessler/fabric/plugins"
 	"github.com/danielmiessler/fabric/plugins/ai/openai"
-	"strings"

 	goopenai "github.com/sashabaranov/go-openai"
 )
--- a/plugins/ai/gemini/gemini.go
+++ b/plugins/ai/gemini/gemini.go
@@ -4,9 +4,10 @@ import (
 	"context"
 	"errors"
 	"fmt"
+	"strings"
+
 	"github.com/danielmiessler/fabric/plugins"
 	goopenai "github.com/sashabaranov/go-openai"
-	"strings"

 	"github.com/danielmiessler/fabric/common"
 	"github.com/google/generative-ai-go/genai"
--- a/plugins/ai/gemini/gemini_test.go
+++ b/plugins/ai/gemini/gemini_test.go
@@ -1,8 +1,9 @@
 package gemini

 import (
-	"github.com/google/generative-ai-go/genai"
 	"testing"
+
+	"github.com/google/generative-ai-go/genai"
 )

 // Test generated using Keploy
--- a/plugins/ai/litellm/litellm.go
+++ b/plugins/ai/litellm/litellm.go
@@ -0,0 +1,15 @@
+package litellm
+
+import (
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
+)
+
+func NewClient() (ret *Client) {
+	ret = &Client{}
+	ret.Client = openai.NewClientCompatible("LiteLLM", "http://localhost:4000", nil)
+	return
+}
+
+type Client struct {
+	*openai.Client
+}
--- a/plugins/ai/lmstudio/lmstudio.go
+++ b/plugins/ai/lmstudio/lmstudio.go
@@ -32,15 +32,15 @@ func NewClientCompatible(vendorName string, defaultBaseUrl string, configureCust
 		EnvNamePrefix:   plugins.BuildEnvVariablePrefix(vendorName),
 		ConfigureCustom: configureCustom,
 	}
-	ret.ApiBaseURL = ret.AddSetupQuestion("API Base URL", false)
-	ret.ApiBaseURL.Value = defaultBaseUrl
+	ret.ApiUrl = ret.AddSetupQuestionCustom("API URL", true,
+		fmt.Sprintf("Enter your %v URL (as a reminder, it is usually %v')", vendorName, defaultBaseUrl))
 	return
 }

 // Client represents the LM Studio client.
 type Client struct {
 	*plugins.PluginBase
-	ApiBaseURL *plugins.SetupQuestion
+	ApiUrl     *plugins.SetupQuestion
 	HttpClient *http.Client
 }

@@ -50,14 +50,9 @@ func (c *Client) configure() error {
 	return nil
 }

-// Configure sets up the client configuration.
-func (c *Client) Configure() error {
-	return c.ConfigureCustom()
-}
-
 // ListModels returns a list of available models.
 func (c *Client) ListModels() ([]string, error) {
-	url := fmt.Sprintf("%s/models", c.ApiBaseURL.Value)
+	url := fmt.Sprintf("%s/models", c.ApiUrl.Value)

 	req, err := http.NewRequest("GET", url, nil)
 	if err != nil {
@@ -92,13 +87,8 @@ func (c *Client) ListModels() ([]string, error) {
 	return models, nil
 }

-// // SendStream sends a stream of messages (not implemented for LM Studio).
-// func (c *Client) SendStream(msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions, channel chan string) error {
-// 	return fmt.Errorf("streaming is not currently supported for LM Studio")
-// }
-
-func (c *Client) SendStream(msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions, channel chan string) error {
-	url := fmt.Sprintf("%s/chat/completions", c.ApiBaseURL.Value)
+func (c *Client) SendStream(msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions, channel chan string) (err error) {
+	url := fmt.Sprintf("%s/chat/completions", c.ApiUrl.Value)

 	payload := map[string]interface{}{
 		"messages": msgs,
@@ -106,85 +96,85 @@ func (c *Client) SendStream(msgs []*goopenai.ChatCompletionMessage, opts *common
 		"stream":   true, // Enable streaming
 	}

-	jsonPayload, err := json.Marshal(payload)
-	if err != nil {
-		return fmt.Errorf("failed to marshal payload: %w", err)
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
 	}

-	req, err := http.NewRequest("POST", url, bytes.NewBuffer(jsonPayload))
-	if err != nil {
-		return fmt.Errorf("failed to create request: %w", err)
+	var req *http.Request
+	if req, err = http.NewRequest("POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
 	}

 	req.Header.Set("Content-Type", "application/json")

-	resp, err := c.HttpClient.Do(req)
-	if err != nil {
-		return fmt.Errorf("failed to send request: %w", err)
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
 	}
 	defer resp.Body.Close()

 	if resp.StatusCode != http.StatusOK {
-		return fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
 	}

-	// Close channel when function exits
 	defer close(channel)

 	reader := bufio.NewReader(resp.Body)
 	for {
-		line, err := reader.ReadBytes('\n')
-		if err != nil {
+		var line []byte
+		if line, err = reader.ReadBytes('\n'); err != nil {
 			if err == io.EOF {
+				err = nil
 				break
 			}
-			return fmt.Errorf("error reading response: %w", err)
+			err = fmt.Errorf("error reading response: %w", err)
+			return
 		}

-		// Ignore empty lines
 		if len(line) == 0 {
 			continue
 		}

-		// Remove OpenAI-style prefix
 		if bytes.HasPrefix(line, []byte("data: ")) {
 			line = bytes.TrimPrefix(line, []byte("data: "))
 		}

-		// Handle [DONE] signal
 		if string(line) == "[DONE]" {
 			break
 		}

-		// Parse JSON response
 		var result map[string]interface{}
-		if err := json.Unmarshal(line, &result); err != nil {
+		if err = json.Unmarshal(line, &result); err != nil {
 			continue
 		}

-		// Extract content from streaming chunks
-		choices, ok := result["choices"].([]interface{})
-		if !ok || len(choices) == 0 {
+		var choices []interface{}
+		var ok bool
+		if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
 			continue
 		}

-		delta, ok := choices[0].(map[string]interface{})["delta"].(map[string]interface{})
-		if !ok {
+		var delta map[string]interface{}
+		if delta, ok = choices[0].(map[string]interface{})["delta"].(map[string]interface{}); !ok {
 			continue
 		}

-		content, _ := delta["content"].(string)
-
-		// Send data to channel
-		channel <- content
+		var content string
+		if content, _ = delta["content"].(string); content != "" {
+			channel <- content
+		}
 	}

-	return nil
+	return
 }

-// Send sends a single message and returns the response.
-func (c *Client) Send(ctx context.Context, msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions) (string, error) {
-	url := fmt.Sprintf("%s/chat/completions", c.ApiBaseURL.Value)
+func (c *Client) Send(ctx context.Context, msgs []*goopenai.ChatCompletionMessage, opts *common.ChatOptions) (content string, err error) {
+	url := fmt.Sprintf("%s/chat/completions", c.ApiUrl.Value)

 	payload := map[string]interface{}{
 		"messages": msgs,
@@ -192,54 +182,61 @@ func (c *Client) Send(ctx context.Context, msgs []*goopenai.ChatCompletionMessag
 		// Add other options from opts if supported by LM Studio
 	}

-	jsonPayload, err := json.Marshal(payload)
-	if err != nil {
-		return "", fmt.Errorf("failed to marshal payload: %w", err)
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
 	}

-	req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload))
-	if err != nil {
-		return "", fmt.Errorf("failed to create request: %w", err)
+	var req *http.Request
+	if req, err = http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
 	}

 	req.Header.Set("Content-Type", "application/json")

-	resp, err := c.HttpClient.Do(req)
-	if err != nil {
-		return "", fmt.Errorf("failed to send request: %w", err)
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
 	}
 	defer resp.Body.Close()

 	if resp.StatusCode != http.StatusOK {
-		return "", fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
 	}

 	var result map[string]interface{}
-	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
-		return "", fmt.Errorf("failed to decode response: %w", err)
+	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		err = fmt.Errorf("failed to decode response: %w", err)
+		return
 	}

-	choices, ok := result["choices"].([]interface{})
-	if !ok || len(choices) == 0 {
-		return "", fmt.Errorf("invalid response format: missing or empty choices")
+	var choices []interface{}
+	var ok bool
+	if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+		err = fmt.Errorf("invalid response format: missing or empty choices")
+		return
 	}

-	message, ok := choices[0].(map[string]interface{})["message"].(map[string]interface{})
-	if !ok {
-		return "", fmt.Errorf("invalid response format: missing message in first choice")
+	var message map[string]interface{}
+	if message, ok = choices[0].(map[string]interface{})["message"].(map[string]interface{}); !ok {
+		err = fmt.Errorf("invalid response format: missing message in first choice")
+		return
 	}

-	content, ok := message["content"].(string)
-	if !ok {
-		return "", fmt.Errorf("invalid response format: missing or non-string content in message")
+	if content, ok = message["content"].(string); !ok {
+		err = fmt.Errorf("invalid response format: missing or non-string content in message")
+		return
 	}

-	return content, nil
+	return
 }

-// Complete sends a completion request and returns the response.
-func (c *Client) Complete(ctx context.Context, prompt string, opts *common.ChatOptions) (string, error) {
-	url := fmt.Sprintf("%s/completions", c.ApiBaseURL.Value)
+func (c *Client) Complete(ctx context.Context, prompt string, opts *common.ChatOptions) (text string, err error) {
+	url := fmt.Sprintf("%s/completions", c.ApiUrl.Value)

 	payload := map[string]interface{}{
 		"prompt": prompt,
@@ -247,49 +244,55 @@ func (c *Client) Complete(ctx context.Context, prompt string, opts *common.ChatO
 		// Add other options from opts if supported by LM Studio
 	}

-	jsonPayload, err := json.Marshal(payload)
-	if err != nil {
-		return "", fmt.Errorf("failed to marshal payload: %w", err)
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
 	}

-	req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload))
-	if err != nil {
-		return "", fmt.Errorf("failed to create request: %w", err)
+	var req *http.Request
+	if req, err = http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
 	}

 	req.Header.Set("Content-Type", "application/json")

-	resp, err := c.HttpClient.Do(req)
-	if err != nil {
-		return "", fmt.Errorf("failed to send request: %w", err)
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
 	}
 	defer resp.Body.Close()

 	if resp.StatusCode != http.StatusOK {
-		return "", fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
 	}

 	var result map[string]interface{}
-	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
-		return "", fmt.Errorf("failed to decode response: %w", err)
+	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		err = fmt.Errorf("failed to decode response: %w", err)
+		return
 	}

-	choices, ok := result["choices"].([]interface{})
-	if !ok || len(choices) == 0 {
-		return "", fmt.Errorf("invalid response format: missing or empty choices")
+	var choices []interface{}
+	var ok bool
+	if choices, ok = result["choices"].([]interface{}); !ok || len(choices) == 0 {
+		err = fmt.Errorf("invalid response format: missing or empty choices")
+		return
 	}

-	text, ok := choices[0].(map[string]interface{})["text"].(string)
-	if !ok {
-		return "", fmt.Errorf("invalid response format: missing or non-string text in first choice")
+	if text, ok = choices[0].(map[string]interface{})["text"].(string); !ok {
+		err = fmt.Errorf("invalid response format: missing or non-string text in first choice")
+		return
 	}

-	return text, nil
+	return
 }

-// GetEmbeddings returns embeddings for the given input.
-func (c *Client) GetEmbeddings(ctx context.Context, input string, opts *common.ChatOptions) ([]float64, error) {
-	url := fmt.Sprintf("%s/embeddings", c.ApiBaseURL.Value)
+func (c *Client) GetEmbeddings(ctx context.Context, input string, opts *common.ChatOptions) (embeddings []float64, err error) {
+	url := fmt.Sprintf("%s/embeddings", c.ApiUrl.Value)

 	payload := map[string]interface{}{
 		"input": input,
@@ -297,26 +300,30 @@ func (c *Client) GetEmbeddings(ctx context.Context, input string, opts *common.C
 		// Add other options from opts if supported by LM Studio
 	}

-	jsonPayload, err := json.Marshal(payload)
-	if err != nil {
-		return nil, fmt.Errorf("failed to marshal payload: %w", err)
+	var jsonPayload []byte
+	if jsonPayload, err = json.Marshal(payload); err != nil {
+		err = fmt.Errorf("failed to marshal payload: %w", err)
+		return
 	}

-	req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload))
-	if err != nil {
-		return nil, fmt.Errorf("failed to create request: %w", err)
+	var req *http.Request
+	if req, err = http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonPayload)); err != nil {
+		err = fmt.Errorf("failed to create request: %w", err)
+		return
 	}

 	req.Header.Set("Content-Type", "application/json")

-	resp, err := c.HttpClient.Do(req)
-	if err != nil {
-		return nil, fmt.Errorf("failed to send request: %w", err)
+	var resp *http.Response
+	if resp, err = c.HttpClient.Do(req); err != nil {
+		err = fmt.Errorf("failed to send request: %w", err)
+		return
 	}
 	defer resp.Body.Close()

 	if resp.StatusCode != http.StatusOK {
-		return nil, fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		err = fmt.Errorf("unexpected status code: %d", resp.StatusCode)
+		return
 	}

 	var result struct {
@@ -325,34 +332,16 @@ func (c *Client) GetEmbeddings(ctx context.Context, input string, opts *common.C
 		} `json:"data"`
 	}

-	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
-		return nil, fmt.Errorf("failed to decode response: %w", err)
+	if err = json.NewDecoder(resp.Body).Decode(&result); err != nil {
+		err = fmt.Errorf("failed to decode response: %w", err)
+		return
 	}

 	if len(result.Data) == 0 {
-		return nil, fmt.Errorf("no embeddings returned")
+		err = fmt.Errorf("no embeddings returned")
+		return
 	}

-	return result.Data[0].Embedding, nil
-}
-
-// GetName returns the name of the vendor.
-func (c *Client) GetName() string {
-	return c.Name
-}
-
-// IsConfigured checks if the client is configured.
-func (c *Client) IsConfigured() bool {
-	return c.ApiBaseURL != nil && c.ApiBaseURL.Value != ""
-}
-
-// Setup performs any necessary setup for the client.
-func (c *Client) Setup() error {
-	return c.Configure()
-}
-
-// SetupFillEnvFileContent fills the environment file content.
-func (c *Client) SetupFillEnvFileContent(buffer *bytes.Buffer) {
-	envName := fmt.Sprintf("%s_API_BASE_URL", c.EnvNamePrefix)
-	buffer.WriteString(fmt.Sprintf("%s=%s\n", envName, c.ApiBaseURL.Value))
+	embeddings = result.Data[0].Embedding
+	return
 }
--- a/plugins/ai/ollama/ollama.go
+++ b/plugins/ai/ollama/ollama.go
@@ -26,7 +26,7 @@ func NewClient() (ret *Client) {
 	}

 	ret.ApiUrl = ret.AddSetupQuestionCustom("API URL", true,
-		"Enter your Ollama URL (as a reminder, it is usually http://localhost:11434)")
+		"Enter your Ollama URL (as a reminder, it is usually http://localhost:1234/v1')")

 	return
 }
--- a/plugins/ai/openai/openai.go
+++ b/plugins/ai/openai/openai.go
@@ -4,10 +4,11 @@ import (
 	"context"
 	"errors"
 	"fmt"
-	"github.com/danielmiessler/fabric/plugins"
 	"io"
 	"log/slog"

+	"github.com/danielmiessler/fabric/plugins"
+
 	"github.com/danielmiessler/fabric/common"
 	"github.com/samber/lo"
 	"github.com/sashabaranov/go-openai"
--- a/plugins/ai/vendor.go
+++ b/plugins/ai/vendor.go
@@ -2,6 +2,7 @@ package ai

 import (
 	"context"
+
 	"github.com/danielmiessler/fabric/plugins"
 	goopenai "github.com/sashabaranov/go-openai"

--- a/plugins/ai/vendors.go
+++ b/plugins/ai/vendors.go
@@ -4,8 +4,9 @@ import (
 	"bytes"
 	"context"
 	"fmt"
-	"github.com/danielmiessler/fabric/plugins"
 	"sync"
+
+	"github.com/danielmiessler/fabric/plugins"
 )

 func NewVendorsManager() *VendorsManager {
@@ -93,7 +94,6 @@ func (o *VendorsManager) readModels() (err error) {
 	for result := range resultsChan {
 		if result.err != nil {
 			fmt.Println(result.vendorName, result.err)
-			cancel() // Cancel remaining goroutines if needed
 		} else {
 			o.Models.AddGroupItems(result.vendorName, result.models...)
 		}
--- a/plugins/db/fsdb/db.go
+++ b/plugins/db/fsdb/db.go
@@ -2,10 +2,11 @@ package fsdb

 import (
 	"fmt"
-	"github.com/joho/godotenv"
 	"os"
 	"path/filepath"
 	"time"
+
+	"github.com/joho/godotenv"
 )

 func NewDb(dir string) (db *Db) {
--- a/plugins/db/fsdb/sessions.go
+++ b/plugins/db/fsdb/sessions.go
@@ -2,6 +2,7 @@ package fsdb

 import (
 	"fmt"
+
 	"github.com/danielmiessler/fabric/common"
 	goopenai "github.com/sashabaranov/go-openai"
 )
--- a/plugins/db/fsdb/sessions_test.go
+++ b/plugins/db/fsdb/sessions_test.go
@@ -1,8 +1,9 @@
 package fsdb

 import (
-	goopenai "github.com/sashabaranov/go-openai"
 	"testing"
+
+	goopenai "github.com/sashabaranov/go-openai"
 )

 func TestSessions_GetOrCreateSession(t *testing.T) {
--- a/plugins/strategy/strategy.go
+++ b/plugins/strategy/strategy.go
@@ -0,0 +1,231 @@
+package strategy
+
+import (
+	"encoding/json"
+	"fmt"
+	"io/fs"
+	"os"
+	"path/filepath"
+	"sort"
+	"strings"
+
+	"github.com/danielmiessler/fabric/plugins"
+	"github.com/danielmiessler/fabric/plugins/tools/githelper"
+)
+
+const DefaultStrategiesGitRepoUrl = "https://github.com/danielmiessler/fabric.git"
+const DefaultStrategiesGitRepoFolder = "strategies"
+
+func NewStrategiesManager() (sm *StrategiesManager) {
+	label := "Prompt Strategies"
+	strategies, err := LoadAllFiles()
+	if err != nil {
+		strategies = make(map[string]Strategy) // empty map
+	}
+	sm = &StrategiesManager{
+		Strategies: strategies,
+	}
+	sm.PluginBase = &plugins.PluginBase{
+		Name:             label,
+		SetupDescription: "Strategies - Downloads Prompting Strategies (like chain of thought) [required]",
+		EnvNamePrefix:    plugins.BuildEnvVariablePrefix(label),
+		ConfigureCustom:  sm.configure,
+	}
+
+	sm.DefaultGitRepoUrl = sm.AddSetupQuestionCustom("Git Repo Url", true,
+		"Enter the default Git repository URL for the strategies")
+	sm.DefaultGitRepoUrl.Value = DefaultStrategiesGitRepoUrl
+
+	sm.DefaultFolder = sm.AddSetupQuestionCustom("Git Repo Strategies Folder", true,
+		"Enter the default folder in the Git repository where strategies are stored")
+	sm.DefaultFolder.Value = DefaultStrategiesGitRepoFolder
+
+	return
+}
+
+type StrategiesManager struct {
+	*plugins.PluginBase
+	Strategies map[string]Strategy
+
+	DefaultGitRepoUrl *plugins.SetupQuestion
+	DefaultFolder     *plugins.SetupQuestion
+}
+
+type Strategy struct {
+	Name        string `json:"name"`
+	Description string `json:"description"`
+	Prompt      string `json:"prompt"`
+}
+
+func LoadAllFiles() (strategies map[string]Strategy, err error) {
+	strategies = make(map[string]Strategy)
+	strategyDir, err := getStrategyDir()
+	if err != nil {
+		return
+	}
+	filepath.WalkDir(strategyDir, func(path string, d fs.DirEntry, err error) error {
+		if err != nil {
+			return err
+		}
+
+		if d.IsDir() && path != strategyDir {
+			return filepath.SkipDir
+		}
+
+		if filepath.Ext(path) == ".json" {
+			strategyName := strings.TrimSuffix(filepath.Base(path), ".json")
+			strategy, err := LoadStrategy(strategyName)
+			if err != nil {
+				return err
+			}
+			strategies[strategy.Name] = *strategy
+		}
+		return nil
+	})
+	return
+
+}
+
+func (sm *StrategiesManager) IsConfigured() (ret bool) {
+	ret = sm.PluginBase.IsConfigured()
+	if ret {
+		if len(sm.Strategies) == 0 {
+			ret = false
+		}
+	}
+	return
+}
+
+func (sm *StrategiesManager) Setup() (err error) {
+	if err = sm.PluginBase.Setup(); err != nil {
+		return
+	}
+	if err = sm.PopulateDB(); err != nil {
+		return
+	}
+	return
+}
+
+// PopulateDB downloads strategies from the internet and populates the strategies folder
+func (sm *StrategiesManager) PopulateDB() (err error) {
+	stageDir, _ := getStrategyDir()
+	fmt.Printf("Downloading strategies and Populating %s...\n", stageDir)
+	fmt.Println()
+	if err = sm.gitCloneAndCopy(); err != nil {
+		return
+	}
+	return
+}
+
+func (sm *StrategiesManager) gitCloneAndCopy() (err error) {
+	homeDir, err := os.UserHomeDir()
+	if err != nil {
+		err = fmt.Errorf("could not get home directory: %v", err)
+		return
+	}
+	strategyDir := filepath.Join(homeDir, ".config", "fabric", "strategies")
+
+	// Create the directory if it doesn't exist
+	if err = os.MkdirAll(strategyDir, os.ModePerm); err != nil {
+		return fmt.Errorf("failed to create strategies directory: %w", err)
+	}
+
+	// Use the helper to fetch files
+	err = githelper.FetchFilesFromRepo(githelper.FetchOptions{
+		RepoURL:         sm.DefaultGitRepoUrl.Value,
+		PathPrefix:      sm.DefaultFolder.Value,
+		DestDir:         strategyDir,
+		SingleDirectory: true,
+	})
+	if err != nil {
+		return fmt.Errorf("failed to download strategies: %w", err)
+	}
+
+	return nil
+}
+
+func (sm *StrategiesManager) configure() (err error) {
+	sm.Strategies, err = LoadAllFiles()
+	return
+}
+
+// getStrategyDir returns the path to the strategies directory
+func getStrategyDir() (ret string, err error) {
+	homeDir, err := os.UserHomeDir()
+	if err != nil {
+		err = fmt.Errorf("could not get home directory: %v, using current directory instead", err)
+		ret = filepath.Join(".", "strategies")
+		return
+	}
+	return filepath.Join(homeDir, ".config", "fabric", "strategies"), nil
+}
+
+// LoadStrategy loads a strategy from the given name
+func LoadStrategy(filename string) (*Strategy, error) {
+	if filename == "" {
+		return nil, nil
+	}
+
+	// Get the strategy directory path
+	strategyDir, err := getStrategyDir()
+	if err != nil {
+		return nil, err
+	}
+
+	// First try with .json extension
+	strategyPath := filepath.Join(strategyDir, filename+".json")
+	if _, err := os.Stat(strategyPath); os.IsNotExist(err) {
+		// Try without extension
+		strategyPath = filepath.Join(strategyDir, filename)
+		if _, err := os.Stat(strategyPath); os.IsNotExist(err) {
+			return nil, fmt.Errorf("strategy %s not found. Please run 'fabric --liststrategies' for list", filename)
+		}
+	}
+
+	data, err := os.ReadFile(strategyPath)
+	if err != nil {
+		return nil, err
+	}
+
+	var strategy Strategy
+	if err := json.Unmarshal(data, &strategy); err != nil {
+		return nil, err
+	}
+	strategy.Name = strings.TrimSuffix(filepath.Base(strategyPath), ".json")
+
+	return &strategy, nil
+}
+
+// ListStrategies prints available strategies
+func (sm *StrategiesManager) ListStrategies() error {
+	if len(sm.Strategies) == 0 {
+		return fmt.Errorf("no strategies found. Please run 'fabric --setup' to download strategies")
+	}
+	fmt.Print("Available Strategies:\n\n")
+
+	// Get all strategy names for sorting
+	names := []string{}
+	for name := range sm.Strategies {
+		names = append(names, name)
+	}
+
+	// Sort the strategy names alphabetically
+	sort.Strings(names)
+
+	// Find the longest name to align descriptions
+	maxNameLength := 0
+	for _, name := range names {
+		if len(name) > maxNameLength {
+			maxNameLength = len(name)
+		}
+	}
+
+	// Print each strategy with its description aligned
+	formatString := "%-" + fmt.Sprintf("%d", maxNameLength+2) + "s %s\n"
+	for _, name := range names {
+		strategy := sm.Strategies[name]
+		fmt.Printf(formatString, strategy.Name, strategy.Description)
+	}
+
+	return nil
+}
--- a/plugins/tools/converter/html_readability.go
+++ b/plugins/tools/converter/html_readability.go
@@ -2,6 +2,7 @@ package converter

 import (
 	"bytes"
+
 	"github.com/go-shiori/go-readability"
 )

--- a/plugins/tools/githelper/githelper.go
+++ b/plugins/tools/githelper/githelper.go
@@ -0,0 +1,111 @@
+package githelper
+
+import (
+	"fmt"
+	"io"
+	"os"
+	"path/filepath"
+	"strings"
+
+	"github.com/go-git/go-git/v5"
+	"github.com/go-git/go-git/v5/plumbing/object"
+	"github.com/go-git/go-git/v5/storage/memory"
+)
+
+// FetchOptions defines options for fetching files from a git repo
+type FetchOptions struct {
+	// RepoURL is the URL of the git repository
+	RepoURL string
+
+	// PathPrefix is the folder within the repo to extract (e.g. "patterns/")
+	PathPrefix string
+
+	// DestDir is where the files will be saved locally
+	DestDir string
+
+	// SingleDirectory if true, only fetch files directly in the specified directory
+	// without recursing into subdirectories
+	SingleDirectory bool
+}
+
+// FetchFilesFromRepo clones a git repo and extracts files from a specific folder
+func FetchFilesFromRepo(opts FetchOptions) error {
+	// Ensure path prefix ends with slash
+	if !strings.HasSuffix(opts.PathPrefix, "/") {
+		opts.PathPrefix = opts.PathPrefix + "/"
+	}
+
+	// Clone the repository in memory
+	r, err := git.Clone(memory.NewStorage(), nil, &git.CloneOptions{
+		URL:   opts.RepoURL,
+		Depth: 1,
+	})
+	if err != nil {
+		return fmt.Errorf("failed to clone repository: %w", err)
+	}
+
+	// Get HEAD reference
+	ref, err := r.Head()
+	if err != nil {
+		return fmt.Errorf("failed to get repository HEAD: %w", err)
+	}
+
+	// Get commit object
+	commit, err := r.CommitObject(ref.Hash())
+	if err != nil {
+		return fmt.Errorf("failed to get commit: %w", err)
+	}
+
+	// Get the file tree
+	tree, err := commit.Tree()
+	if err != nil {
+		return fmt.Errorf("failed to get tree: %w", err)
+	}
+
+	// Ensure destination directory exists
+	if err := os.MkdirAll(opts.DestDir, 0755); err != nil {
+		return fmt.Errorf("failed to create destination directory: %w", err)
+	}
+
+	// Extract files from the tree
+	return tree.Files().ForEach(func(f *object.File) error {
+		// Only process files in the specified path
+		if !strings.HasPrefix(f.Name, opts.PathPrefix) {
+			return nil
+		}
+
+		// For SingleDirectory mode, skip files in subdirectories
+		if opts.SingleDirectory {
+			remainingPath := strings.TrimPrefix(f.Name, opts.PathPrefix)
+			if strings.Contains(remainingPath, "/") {
+				return nil
+			}
+		}
+
+		// Create local path for the file, removing the prefix
+		relativePath := strings.TrimPrefix(f.Name, opts.PathPrefix)
+		localPath := filepath.Join(opts.DestDir, relativePath)
+
+		// Ensure directory structure exists
+		if err := os.MkdirAll(filepath.Dir(localPath), 0755); err != nil {
+			return err
+		}
+
+		// Get file contents
+		reader, err := f.Reader()
+		if err != nil {
+			return err
+		}
+		defer reader.Close()
+
+		// Create and write to local file
+		file, err := os.Create(localPath)
+		if err != nil {
+			return err
+		}
+		defer file.Close()
+
+		_, err = io.Copy(file, reader)
+		return err
+	})
+}
--- a/plugins/tools/patterns_loader.go
+++ b/plugins/tools/patterns_loader.go
@@ -2,19 +2,13 @@ package tools

 import (
 	"fmt"
-	"io"
 	"os"
 	"path/filepath"
-	"sort"
-	"strings"

 	"github.com/danielmiessler/fabric/plugins"
 	"github.com/danielmiessler/fabric/plugins/db/fsdb"
+	"github.com/danielmiessler/fabric/plugins/tools/githelper"

-	"github.com/go-git/go-git/v5"
-	"github.com/go-git/go-git/v5/plumbing"
-	"github.com/go-git/go-git/v5/plumbing/object"
-	"github.com/go-git/go-git/v5/storage/memory"
 	"github.com/otiai10/copy"
 )

@@ -89,7 +83,7 @@ func (o *PatternsLoader) Setup() (err error) {

 // PopulateDB downloads patterns from the internet and populates the patterns folder
 func (o *PatternsLoader) PopulateDB() (err error) {
-	fmt.Printf("Downloading patterns and Populating %s..\n", o.Patterns.Dir)
+	fmt.Printf("Downloading patterns and Populating %s...\n", o.Patterns.Dir)
 	fmt.Println()
 	if err = o.gitCloneAndCopy(); err != nil {
 		return
@@ -148,156 +142,20 @@ func (o *PatternsLoader) movePatterns() (err error) {
 }

 func (o *PatternsLoader) gitCloneAndCopy() (err error) {
-	// Clones the given repository, creating the remote, the local branches
-	// and fetching the objects, everything in memory:
-	var r *git.Repository
-	if r, err = git.Clone(memory.NewStorage(), nil, &git.CloneOptions{
-		URL: o.DefaultGitRepoUrl.Value,
-	}); err != nil {
-		fmt.Println(err)
-		return
+	// Create temp folder if it doesn't exist
+	if err = os.MkdirAll(filepath.Dir(o.tempPatternsFolder), os.ModePerm); err != nil {
+		return fmt.Errorf("failed to create temp directory: %w", err)
 	}

-	// ... retrieves the branch pointed by HEAD
-	var ref *plumbing.Reference
-	if ref, err = r.Head(); err != nil {
-		fmt.Println(err)
-		return
-	}
-
-	// ... retrieves the commit history for /patterns folder
-	var cIter object.CommitIter
-	if cIter, err = r.Log(&git.LogOptions{
-		From: ref.Hash(),
-		PathFilter: func(path string) bool {
-			return path == o.DefaultFolder.Value || strings.HasPrefix(path, o.pathPatternsPrefix)
-		},
-	}); err != nil {
-		fmt.Println(err)
-		return err
-	}
-
-	var changes []fsdb.DirectoryChange
-	// ... iterates over the commits
-	if err = cIter.ForEach(func(c *object.Commit) (err error) {
-		// GetApplyVariables the files changed in this commit by comparing with its parents
-		parentIter := c.Parents()
-		if err = parentIter.ForEach(func(parent *object.Commit) (err error) {
-			var patch *object.Patch
-			if patch, err = parent.Patch(c); err != nil {
-				fmt.Println(err)
-				return
-			}
-
-			for _, fileStat := range patch.Stats() {
-				if strings.HasPrefix(fileStat.Name, o.pathPatternsPrefix) {
-					dir := filepath.Dir(fileStat.Name)
-					changes = append(changes, fsdb.DirectoryChange{Dir: dir, Timestamp: c.Committer.When})
-				}
-			}
-			return
-		}); err != nil {
-			fmt.Println(err)
-			return
-		}
-		return
-	}); err != nil {
-		fmt.Println(err)
-		return
-	}
-
-	// Sort changes by timestamp
-	sort.Slice(changes, func(i, j int) bool {
-		return changes[i].Timestamp.Before(changes[j].Timestamp)
+	// Use the helper to fetch files
+	err = githelper.FetchFilesFromRepo(githelper.FetchOptions{
+		RepoURL:    o.DefaultGitRepoUrl.Value,
+		PathPrefix: o.DefaultFolder.Value,
+		DestDir:    o.tempPatternsFolder,
 	})
-
-	if err = o.makeUniqueList(changes); err != nil {
-		return
+	if err != nil {
+		return fmt.Errorf("failed to download patterns: %w", err)
 	}

-	var commit *object.Commit
-	if commit, err = r.CommitObject(ref.Hash()); err != nil {
-		fmt.Println(err)
-		return
-	}
-
-	var tree *object.Tree
-	if tree, err = commit.Tree(); err != nil {
-		fmt.Println(err)
-		return
-	}
-
-	if err = tree.Files().ForEach(func(f *object.File) (err error) {
-		if strings.HasPrefix(f.Name, o.pathPatternsPrefix) {
-			// Create the local file path
-			localPath := filepath.Join(os.TempDir(), f.Name)
-
-			// Create the directories if they don't exist
-			if err = os.MkdirAll(filepath.Dir(localPath), os.ModePerm); err != nil {
-				fmt.Println(err)
-				return
-			}
-
-			// Write the file to the local filesystem
-			var blob *object.Blob
-			if blob, err = r.BlobObject(f.Hash); err != nil {
-				fmt.Println(err)
-				return
-			}
-			err = o.writeBlobToFile(blob, localPath)
-			return
-		}
-
-		return
-	}); err != nil {
-		fmt.Println(err)
-	}
-
-	return
-}
-
-func (o *PatternsLoader) writeBlobToFile(blob *object.Blob, path string) (err error) {
-	var reader io.ReadCloser
-	if reader, err = blob.Reader(); err != nil {
-		return
-	}
-	defer reader.Close()
-
-	// Create the file
-	var file *os.File
-	if file, err = os.Create(path); err != nil {
-		return
-	}
-	defer file.Close()
-
-	// Copy the contents of the blob to the file
-	if _, err = io.Copy(file, reader); err != nil {
-		return
-	}
-	return
-}
-
-func (o *PatternsLoader) makeUniqueList(changes []fsdb.DirectoryChange) (err error) {
-	uniqueItems := make(map[string]bool)
-	for _, change := range changes {
-		if strings.TrimSpace(change.Dir) != "" && !strings.Contains(change.Dir, "=>") {
-			pattern := strings.ReplaceAll(change.Dir, o.pathPatternsPrefix, "")
-			pattern = strings.TrimSpace(pattern)
-			uniqueItems[pattern] = true
-		}
-	}
-
-	finalList := make([]string, 0, len(uniqueItems))
-	for _, change := range changes {
-		pattern := strings.ReplaceAll(change.Dir, o.pathPatternsPrefix, "")
-		pattern = strings.TrimSpace(pattern)
-		if _, exists := uniqueItems[pattern]; exists {
-			finalList = append(finalList, pattern)
-			delete(uniqueItems, pattern) // Remove to avoid duplicates in the final list
-		}
-	}
-
-	joined := strings.Join(finalList, "\n")
-	err = os.WriteFile(o.Patterns.UniquePatternsFilePath, []byte(joined), 0o644)
-	return
+	return nil
 }
--- a/plugins/tools/youtube/youtube.go
+++ b/plugins/tools/youtube/youtube.go
@@ -59,7 +59,7 @@ func (o *YouTube) GetVideoOrPlaylistId(url string) (videoId string, playlistId s
 	}

 	// Video ID pattern
-	videoPattern := `(?:https?:\/\/)?(?:www\.)?(?:youtube\.com\/(?:[^\/\n\s]+\/\S+\/|(?:v|e(?:mbed)?)\/|(?:s(?:horts)\/)|\S*?[?&]v=)|youtu\.be\/)([a-zA-Z0-9_-]*)`
+	videoPattern := `(?:https?:\/\/)?(?:www\.)?(?:youtube\.com\/(?:live\/|[^\/\n\s]+\/\S+\/|(?:v|e(?:mbed)?)\/|(?:s(?:horts)\/)|\S*?[?&]v=)|youtu\.be\/)([a-zA-Z0-9_-]*)`
 	videoRe := regexp.MustCompile(videoPattern)
 	videoMatch := videoRe.FindStringSubmatch(url)
 	if len(videoMatch) > 1 {
--- a/requirements.txt
+++ b/requirements.txt
@@ -0,0 +1,7 @@
+streamlit>=1.27.0
+pandas>=1.5.0
+matplotlib>=3.5.0
+seaborn>=0.12.0
+numpy>=1.23.0
+python-dotenv>=1.0.0
+pyperclip>=1.8.0  # For cross-platform clipboard support 
--- a/restapi/chat.go
+++ b/restapi/chat.go
@@ -87,7 +87,7 @@ func (h *ChatHandler) HandleChat(c *gin.Context) {
 			go func(p PromptRequest) {
 				defer close(streamChan)

-				chatter, err := h.registry.GetChatter(p.Model, 2048, false, false)
+				chatter, err := h.registry.GetChatter(p.Model, 2048, "", false, false)
 				if err != nil {
 					log.Printf("Error creating chatter: %v", err)
 					streamChan <- fmt.Sprintf("Error: %v", err)
--- a/restapi/contexts.go
+++ b/restapi/contexts.go
@@ -14,6 +14,6 @@ type ContextsHandler struct {
 // NewContextsHandler creates a new ContextsHandler
 func NewContextsHandler(r *gin.Engine, contexts *fsdb.ContextsEntity) (ret *ContextsHandler) {
 	ret = &ContextsHandler{
-		StorageHandler: NewStorageHandler[fsdb.Context](r, "contexts", contexts), contexts: contexts}
+		StorageHandler: NewStorageHandler(r, "contexts", contexts), contexts: contexts}
 	return
 }
--- a/restapi/ollama.go
+++ b/restapi/ollama.go
@@ -5,13 +5,14 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
-	"github.com/danielmiessler/fabric/core"
-	"github.com/gin-gonic/gin"
 	"io"
 	"log"
 	"net/http"
 	"strings"
 	"time"
+
+	"github.com/danielmiessler/fabric/core"
+	"github.com/gin-gonic/gin"
 )

 type OllamaModel struct {
--- a/restapi/patterns.go
+++ b/restapi/patterns.go
@@ -16,7 +16,7 @@ type PatternsHandler struct {
 // NewPatternsHandler creates a new PatternsHandler
 func NewPatternsHandler(r *gin.Engine, patterns *fsdb.PatternsEntity) (ret *PatternsHandler) {
 	ret = &PatternsHandler{
-		StorageHandler: NewStorageHandler[fsdb.Pattern](r, "patterns", patterns), patterns: patterns}
+		StorageHandler: NewStorageHandler(r, "patterns", patterns), patterns: patterns}

 	// TODO: Add custom, replacement routes here
 	//r.GET("/patterns/:name", ret.Get)
--- a/restapi/sessions.go
+++ b/restapi/sessions.go
@@ -14,6 +14,6 @@ type SessionsHandler struct {
 // NewSessionsHandler creates a new SessionsHandler
 func NewSessionsHandler(r *gin.Engine, sessions *fsdb.SessionsEntity) (ret *SessionsHandler) {
 	ret = &SessionsHandler{
-		StorageHandler: NewStorageHandler[fsdb.Session](r, "sessions", sessions), sessions: sessions}
+		StorageHandler: NewStorageHandler(r, "sessions", sessions), sessions: sessions}
 	return ret
 }
--- a/restapi/storage.go
+++ b/restapi/storage.go
@@ -2,10 +2,11 @@ package restapi

 import (
 	"fmt"
-	"github.com/danielmiessler/fabric/plugins/db"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
+
+	"github.com/danielmiessler/fabric/plugins/db"
+	"github.com/gin-gonic/gin"
 )

 // StorageHandler defines the handler for storage-related operations
--- a/strategies/cod.json
+++ b/strategies/cod.json
@@ -0,0 +1,4 @@
+{
+    "description": "Chain-of-Draft (CoD) Prompting",
+    "prompt": "Think step by step, keeping a minimal draft (5 words max) for each step. Return the final answer in the required format."
+}
--- a/strategies/cot.json
+++ b/strategies/cot.json
@@ -0,0 +1,4 @@
+{
+    "description": "Chain-of-Thought (CoT) Prompting",
+    "prompt": "Think step by step to answer the question. Return the final answer in the required format."
+}
--- a/strategies/ltm.json
+++ b/strategies/ltm.json
@@ -0,0 +1,4 @@
+{
+    "description": "Least-to-Most Prompting",
+    "prompt": "Break down the problem into simpler sub-problems from easiest to hardest; answer concisely at each step."
+}
--- a/strategies/reflexion.json
+++ b/strategies/reflexion.json
@@ -0,0 +1,4 @@
+{
+    "description": "Reflexion Prompting",
+    "prompt": "Answer concisely, critique your reasoning briefly, and provide a refined answer."
+}
--- a/strategies/self-consistent.json
+++ b/strategies/self-consistent.json
@@ -0,0 +1,4 @@
+{
+    "description": "Self-Consistency Prompting",
+    "prompt": "Provide multiple reasoning paths and select the most consistent answer."
+}
--- a/strategies/self-refine.json
+++ b/strategies/self-refine.json
@@ -0,0 +1,4 @@
+{
+    "description": "Self-Refinement",
+    "prompt": "Provide an initial concise answer, critique it briefly, and refine if necessary."
+}
--- a/strategies/standard.json
+++ b/strategies/standard.json
@@ -0,0 +1,4 @@
+{
+    "description": "Standard Prompting",
+    "prompt": "Answer the question directly without any explanation or reasoning."
+}
--- a/strategies/tot.json
+++ b/strategies/tot.json
@@ -0,0 +1,4 @@
+{
+    "description": "Tree-of-Thought (ToT) Prompting",
+    "prompt": "Generate multiple reasoning paths briefly and select the best one."
+}
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
github-actions[bot]	0eee89140c	Update version to v1.4.161 and commit	2025-03-17 14:21:02 +00:00
Eugen Eisler	5571e6fafd	Merge pull request #1363 from garkpit/streamlit-clipboard-ops-for-all-platforms clipboard operations now work on Mac and PC	2025-03-17 15:19:42 +01:00
github-actions[bot]	9a4e920618	Update version to v1.4.160 and commit	2025-03-17 14:17:36 +00:00
Eugen Eisler	6e479999b1	Merge pull request #1368 from vaygr/std-no-repeat Standardize sections for no repeat guidelines	2025-03-17 15:16:21 +01:00
Daniel Miessler	f65f2501b4	Moved system file to proper directory.	2025-03-16 14:46:13 -07:00
Daniel Miessler	4b12bd2a61	Moved system file to proper directory.	2025-03-16 14:43:55 -07:00
Daniel Miessler	d83a3beeeb	Merge branch 'main' of github.com:danielmiessler/fabric	2025-03-16 14:16:02 -07:00
Daniel Miessler	7428c8017f	Added activity extractor.	2025-03-16 14:15:54 -07:00
Val V	008ed76d37	Standardize sections for no repeat guidelines	2025-03-16 19:48:15 +00:00
github-actions[bot]	ce9d4ad831	Update version to v1.4.159 and commit	2025-03-16 19:23:15 +00:00
Daniel Miessler	657bcab48c	Added flashcard generator.	2025-03-16 12:21:50 -07:00
github-actions[bot]	cd11dcc7a9	Update version to v1.4.158 and commit	2025-03-16 17:26:52 +00:00
Eugen Eisler	22040a42f2	Merge pull request #1367 from ksylvan/fix/code_cleanup Remove Generic Type Parameters from StorageHandler Initialization	2025-03-16 18:25:33 +01:00
Kayvan Sylvan	705ccd750b	refactor: remove generic type parameters from NewStorageHandler calls ## CHANGES - Remove explicit type parameters from StorageHandler initialization - Update contexts handler constructor implementation - Update patterns handler constructor implementation - Update sessions handler constructor implementation - Simplify API by relying on type inference	2025-03-16 09:21:17 -07:00
github-actions[bot]	db7c2b70cb	Update version to v1.4.157 and commit	2025-03-16 07:36:39 +00:00
Eugen Eisler	9dc9bfa1d5	Merge pull request #1365 from ksylvan/feature/strategies Implement Prompt Strategies in Fabric	2025-03-16 08:35:23 +01:00
Kayvan Sylvan	6b93658191	chore: remove redundant yt function definition	2025-03-15 17:35:45 -07:00
Kayvan Sylvan	ea7a425a26	add newline to end of cod.json	2025-03-15 13:18:53 -07:00
Kayvan Sylvan	9582978adb	Fix help message when no strategies found.	2025-03-15 13:05:51 -07:00
Kayvan Sylvan	453d8e75e4	fix: fix handling of the installed strategies dir	2025-03-15 09:36:34 -07:00
Kayvan Sylvan	901a010efd	chore: remove fallback to local strategies directory if missing	2025-03-15 08:29:58 -07:00
Jay	b5c2d069f2	clipboard operations now work on Mac and PC	2025-03-15 08:31:48 +00:00
Kayvan Sylvan	f744e25b39	change [optional] to [required] in strategies	2025-03-15 00:33:58 -07:00
Kayvan Sylvan	096f40df68	feat: add prompt strategies and improve installation documentation ## CHANGES - Add prompt strategies like Chain of Thought (CoT) - Implement strategy selection with `--strategy` flag - Improve README with platform-specific installation instructions - Fix web interface documentation link - Refactor git operations with new githelper package - Add `--liststrategies` command to view available strategies - Support applying strategies to system prompts - Fix YouTube configuration check - Improve error handling in session management	2025-03-15 00:30:30 -07:00
github-actions[bot]	29f4534001	Update version to v1.4.156 and commit	2025-03-11 09:05:45 +00:00
Eugen Eisler	ed9324d611	Merge pull request #1356 from ksylvan/main chore: add .vscode to `.gitignore` and fix typos and markdown linting in `Alma.md`	2025-03-11 10:04:32 +01:00
Eugen Eisler	438b3c5211	Merge pull request #1352 from matmilbury/patch-1 pattern_explanations.md: fix typo	2025-03-11 07:52:48 +01:00
Eugen Eisler	efeeb7a796	Merge pull request #1354 from jmd1010/chat-history-window-sizing Fix Chat history window scrolling behavior	2025-03-11 07:51:51 +01:00
Kayvan Sylvan	6b1ff0ab21	chore: add .vscode to `.gitignore` and fix typos and markdown linting in `Alma.md`	2025-03-10 09:29:16 -07:00
jmd1010	acb925f5a9	Update Web V2 Install Guide with improved instructions	2025-03-09 15:27:02 -04:00
jmd1010	761293ede7	Fix Chat history window sizing	2025-03-09 14:58:45 -04:00
Mat Milbury	e004e50037	pattern_explanations.md: fix typo	2025-03-09 16:11:14 +01:00
github-actions[bot]	44a6c03bc8	Update version to v1.4.155 and commit	2025-03-09 09:01:41 +00:00
Eugen Eisler	d794afe405	Merge pull request #1350 from jmd1010/pattern-search-implementation Implement Pattern Tile search functionality	2025-03-09 10:00:28 +01:00
github-actions[bot]	e4ac322227	Update version to v1.4.154 and commit	2025-03-09 08:56:50 +00:00
Eugen Eisler	1fc19da19f	Merge pull request #1349 from ksylvan/03-08-extra-version-declaration-removed Fix: v1.4.153 does not compile because of extra version declaration	2025-03-09 09:55:37 +01:00
jmd1010	b213068680	Implement column resize functionnality	2025-03-08 17:34:49 -05:00
jmd1010	bf3af207b9	Implement Pattern Tile search functionality	2025-03-08 12:56:55 -05:00
Kayvan Sylvan	e28ba224b5	fix: update Azure client API version access path in tests	2025-03-08 09:52:20 -08:00
Kayvan Sylvan	5b7697c5ab	chore: remove unnecessary `version` variable from `main.go`	2025-03-08 09:29:20 -08:00
github-actions[bot]	0701b7d263	Update version to v1.4.153 and commit	2025-03-08 08:56:19 +00:00
Eugen Eisler	aac29025fb	Merge pull request #1348 from liyuankui/feature/add-litellm-vendor feat: Add LiteLLM AI plugin support with local endpoint configuration	2025-03-08 09:55:08 +01:00
kyle	6928f9a312	feat: Add LiteLLM AI plugin support with local endpoint configuration	2025-03-08 11:37:54 +08:00
github-actions[bot]	ef2e985d3f	Update version to v1.4.152 and commit	2025-03-07 08:23:45 +00:00
Eugen Eisler	1df945556d	fix: Fix pipe handling	2025-03-07 09:22:26 +01:00
github-actions[bot]	b6f313db8f	Update version to v1.4.151 and commit	2025-03-07 07:47:35 +00:00
Eugen Eisler	cb00f2026e	Merge pull request #1339 from Eckii24/feature/add-azure-api-version Feature/add azure api version	2025-03-07 08:46:20 +01:00
github-actions[bot]	bd39d98ffc	Update version to v1.4.150 and commit	2025-03-07 07:44:52 +00:00
Eugen Eisler	36b0afa692	Merge pull request #1343 from jmd1010/input-component-update Rename input.svelte to Input.svelte for proper component naming convention	2025-03-07 08:43:32 +01:00
jmd1010	53d09d8a5a	Rename input.svelte to Input.svelte for proper component naming convention	2025-03-06 21:08:30 -05:00
github-actions[bot]	703144edad	Update version to v1.4.149 and commit	2025-03-05 12:50:38 +00:00
Eugen Eisler	717e50e570	Merge pull request #1340 from ksylvan/03-04-youtube-live-fix Fix for youtube live links plus new youtube_summary pattern	2025-03-05 13:49:22 +01:00
Eugen Eisler	4af6d5eeed	Merge pull request #1338 from jmd1010/directory-structure-update Update Web V2 Install Guide layout	2025-03-05 10:09:23 +01:00
Kayvan Sylvan	de356ddeb5	chore: update version	2025-03-04 22:00:26 -08:00
Kayvan Sylvan	59c50def2a	feat: update yt commands and docs to support timestamped transcripts CHANGES - Add argument validation to yt for usage errors - Enable -t flag for transcript with timestamps - Refactor PowerShell yt function with parameter switch - Update README to dynamically select transcript option - Document youtube_summary feature in pattern explanations - Introduce youtube_summary pattern.	2025-03-04 21:46:50 -08:00
Kayvan Sylvan	1dafb09e07	remove spurious newline	2025-03-04 21:20:24 -08:00
Kayvan Sylvan	e8caf9fc10	feat: update YouTube regex to support live URLs	2025-03-04 21:18:51 -08:00
jmd1010	59537c4bf5	Update Web V2 Install Guide layout 2	2025-03-04 12:29:31 -05:00
Eckii24	231516917d	Update azure.go	2025-03-04 17:39:56 +01:00
Eckii24	58d17fd0ec	Update openai.go	2025-03-04 17:37:19 +01:00
Eckii24	8bd4aa6d1a	Update azure_test.go	2025-03-04 17:36:37 +01:00
Eckii24	629c1b3e11	Update azure.go	2025-03-04 17:36:11 +01:00
jmd1010	2f4569177d	Update Web V2 Install Guide layout	2025-03-04 10:58:48 -05:00
Eugen Eisler	f2b85af0ea	Merge pull request #1330 from jmd1010/directory-structure-update Fixed ALL CAP DIR as requested and processed minor updates to documentation	2025-03-04 12:17:03 +01:00
Eugen Eisler	36be4c747c	Merge pull request #1333 from asasidh/main Update QUOTES section to include speaker names for clarity	2025-03-04 09:35:53 +01:00
github-actions[bot]	7ac9b862f5	Update version to v1.4.148 and commit	2025-03-03 11:08:37 +00:00
Eugen Eisler	1515139dd6	fix: Rework LM Studio plugin	2025-03-03 12:07:20 +01:00
asasidh	be6049e577	Update QUOTES section to include speaker names for clarity	2025-03-02 17:42:52 -06:00
jmd1010	a8ae09d4d6	Update Web V2 Install Guide with improved instructions V2	2025-02-28 19:57:13 -05:00
jmd1010	30059c46a0	Update Web V2 Install Guide with improved instructions	2025-02-28 13:23:43 -05:00
jmd1010	2d10c71e39	Reorganize documentation with consistent directory naming and updated guides	2025-02-28 11:34:17 -05:00
github-actions[bot]	02e12b028c	Update version to v1.4.147 and commit	2025-02-28 07:59:43 +00:00
Eugen Eisler	6686b83fc8	Merge pull request #1326 from pavdmyt/pavdmyt/fix-vendors-manager-for-localhost-models fix: continue fetching models even if some vendors fail	2025-02-28 08:58:25 +01:00
Eugen Eisler	d53b0b678f	Merge pull request #1329 from jmd1010/web-install-guide-pr Svelte Web V2 Installation Guide	2025-02-28 08:55:51 +01:00
jmd1010	0d5454372e	Update install guide with Plain Text instructions	2025-02-28 02:08:23 -05:00
jmd1010	2f040f94c3	Add Web V2 Installation Guide	2025-02-28 00:54:44 -05:00
Pavel Dmytrenko	0b29ebd14b	fix: continue fetching models even if some vendors fail Remove the cancellation of remaining goroutines when a vendor collection fails. This ensures that other vendor collections continue even if one fails. Fixes listing models via `fabric -L` and using non-default models via `fabric -m custom_model`, when localhost models (e.g. Ollama, LM Studio) are not listening on a given port (basically shut down).	2025-02-27 16:13:08 +02:00
github-actions[bot]	1dad903199	Update version to v1.4.146 and commit	2025-02-27 06:16:20 +00:00
Eugen Eisler	0bec53360e	Merge pull request #1319 from jmd1010/pdf-integration-clean Enhancement: PDF to Markdown Conversion Functionality to the Web Svelte Chat Interface	2025-02-27 07:15:03 +01:00
JM	cf637e4137	Merge branch 'main' into pdf-integration-clean	2025-02-27 01:02:04 -05:00
jmd1010	9507c2cca1	Reinstate file in original location to resolve PR conflict	2025-02-27 01:01:16 -05:00
jmd1010	fa575638d1	Remove pr-1284-update.md from tracking to resolve PR conflict	2025-02-27 00:55:58 -05:00
jmd1010	51220c40d9	Add required UI image assets for feature implementation	2025-02-27 00:11:04 -05:00
jmd1010	d1d62fcc4c	Complete directory reorganization by moving pr-1284-update.md to new location	2025-02-26 23:44:56 -05:00
jmd1010	96e6a56e5f	Restore file to original location to resolve path conflict	2025-02-26 23:38:14 -05:00
jmd1010	0d7514ea0e	Remove pr-1284-update.md from PR scope	2025-02-26 23:21:06 -05:00
jmd1010	a74da4acff	Rename pattern descriptions directory to follow consistent naming convention	2025-02-26 23:14:51 -05:00
jmd1010	6d8c3eb6e2	Update README files directory structure and naming convention	2025-02-26 22:23:53 -05:00
jmd1010	adbfa2f6ba	Remove pdf-to-markdown folder from PR	2025-02-26 21:57:04 -05:00
github-actions[bot]	f5776637d9	Update version to v1.4.145 and commit	2025-02-26 16:54:02 +00:00
Eugen Eisler	34db384265	Merge pull request #1324 from jaredmontoya/nix-fix flake: fix/update and enhance	2025-02-26 17:52:47 +01:00
jaredmontoya	1f765c5b53	flake: fix/update	2025-02-26 16:12:05 +01:00
github-actions[bot]	f9395fa108	Update version to v1.4.144 and commit	2025-02-26 08:55:35 +00:00
Eugen Eisler	22d2a3ee19	Upgrade upload artifacts to v4	2025-02-26 09:54:44 +01:00
github-actions[bot]	b64178c292	Update version to v1.4.143 and commit	2025-02-26 08:53:09 +00:00
Eugen Eisler	f7d38fb51f	Merge pull request #1264 from danielmiessler/feat/exolab feat: implement support for exolab	2025-02-26 09:52:13 +01:00
jmd1010	4725a94f00	Add complete PDF to Markdown documentation F	2025-02-24 22:33:27 -05:00
jmd1010	15ac5351cf	Add Svelte implementation files for PDF integration	2025-02-24 21:46:03 -05:00
jmd1010	f69cda8fab	Add PDF to Markdown integration documentation	2025-02-24 21:39:43 -05:00
jmd1010	a0e1f7204d	Add PDF to Markdown conversion functionality to the web svelte caht interface	2025-02-24 17:24:02 -05:00