Update version to v1.4.161 and commit

clipboard operations now work on Mac and PC

.gitignore

@@ -347,3 +347,6 @@ ENV
 web/package-lock.json
 .gitignore_backup
 web/static/*.png
+
+# Local VSCode project settings
+.vscode/

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

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",

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)
 
@@ -341,11 +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.
@@ -391,48 +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
 
 ```
 
@@ -503,6 +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!
@@ -575,16 +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:**
 
@@ -604,7 +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
@@ -617,6 +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]

Web Interface MOD Readme Files/WEB V2 Install Guide.md

@@ -58,8 +58,18 @@ Step 5: Create Aliases for Patterns
 Add the following to your .zshrc or .bashrc file to create shorter commands:
 
 ```bash
-# Define the base directory for Obsidian notes, 
-obsidian_base="/path/to/obsidian"
+
+# 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
 
@@ -118,6 +128,8 @@ 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 

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
 	}
 

cli/flags.go

@@ -69,6 +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
@@ -267,13 +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,

common/domain.go

@@ -13,6 +13,7 @@ type ChatRequest struct {
 	Language         string
 	Meta             string
 	InputHasVars     bool
+	StrategyName     string
 }
 
 type ChatOptions struct {

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)
 	}

core/plugin_registry.go

@@ -8,6 +8,7 @@ import (
 	"strconv"
 
 	"github.com/danielmiessler/fabric/plugins/ai/exolab"
+	"github.com/danielmiessler/fabric/plugins/strategy"
 
 	"github.com/samber/lo"
 
@@ -20,6 +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"
@@ -43,6 +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
@@ -53,11 +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
@@ -74,6 +88,7 @@ type PluginRegistry struct {
 	Language           *lang.Language
 	Jina               *jina.Client
 	TemplateExtensions *template.ExtensionManager
+	Strategies         *strategy.StrategiesManager
 }
 
 func (o *PluginRegistry) SaveEnvFile() (err error) {
@@ -82,6 +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)
@@ -97,7 +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() {
@@ -113,7 +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()
@@ -194,7 +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,
@@ -246,5 +262,6 @@ func (o *PluginRegistry) GetChatter(model string, modelContextLength int, stream
 			model, defaultModel, defaultVendor, errMsg)
 		return
 	}
+	ret.strategy = strategy
 	return
 }

nix/pkgs/fabric/version.nix

@@ -1 +1 @@
-"1.4.152"
+"1.4.161"

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.
 

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.
 

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.
 

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.
 

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).

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.
 

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.
 

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.

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.
 

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:

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.
 

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.
 

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:

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.

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.
 

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.
 

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.

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.
 

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.

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.

patterns/extract_wisdom/system.md

@@ -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.
 

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.
 

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.
 

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.
 

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.
 

patterns/pattern_explanations.md

@@ -207,4 +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. **youtubbe_summary**:  Create concise, timestamped Youtube video summaries that highlight key points.
+206. **youtube_summary**:  Create concise, timestamped Youtube video summaries that highlight key points.

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.

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.

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.

plugins/ai/azure/azure_test.go

@@ -48,8 +48,8 @@ func TestClientConfigure(t *testing.T) {
 		t.Errorf("Expected ApiClient to be initialized, got nil")
 	}
 
-	if client.ApiClient.Config.APIVersion != "2021-01-01" {
-		t.Errorf("Expected API version to be '2021-01-01', got %s", client.ApiClient.Config.APIVersion)
+	if client.ApiVersion.Value != "2021-01-01" {
+		t.Errorf("Expected API version to be '2021-01-01', got %s", client.ApiVersion.Value)
 	}
 }
 

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
+}

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
+}

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
+	})
+}

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
 }

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 

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)

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
 }

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)

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
 }

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."
+}

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."
+}

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."
+}

strategies/reflexion.json

@@ -0,0 +1,4 @@
+{
+    "description": "Reflexion Prompting",
+    "prompt": "Answer concisely, critique your reasoning briefly, and provide a refined answer."
+}

strategies/self-consistent.json

@@ -0,0 +1,4 @@
+{
+    "description": "Self-Consistency Prompting",
+    "prompt": "Provide multiple reasoning paths and select the most consistent answer."
+}

strategies/self-refine.json

@@ -0,0 +1,4 @@
+{
+    "description": "Self-Refinement",
+    "prompt": "Provide an initial concise answer, critique it briefly, and refine if necessary."
+}

strategies/standard.json

@@ -0,0 +1,4 @@
+{
+    "description": "Standard Prompting",
+    "prompt": "Answer the question directly without any explanation or reasoning."
+}

strategies/tot.json

@@ -0,0 +1,4 @@
+{
+    "description": "Tree-of-Thought (ToT) Prompting",
+    "prompt": "Generate multiple reasoning paths briefly and select the best one."
+}

version.go

@@ -1,3 +1,3 @@
 package main
 
-var version = "v1.4.152"
+var version = "v1.4.161"

web/Web Interface Update README Files/pr-1284-update.md

@@ -3,6 +3,9 @@ This Cummulative PR adds several Web UI and functionality improvements to make p
 ## 🎥 Demo Video
 https://youtu.be/bhwtWXoMASA
 
+updated to include latest enhancement: Pattern tiles search (last min.)
+https://youtu.be/fcVitd4Kb98
+
 
 
 ## 🌟 Key Features

web/package.json

@@ -26,6 +26,9 @@
     "eslint-plugin-svelte": "^2.46.1",
     "lucide-svelte": "^0.309.0",
     "mdsvex": "^0.11.2",
+    "patch-package": "^8.0.0",
+    "pdf-to-markdown-core": "github:jzillmann/pdf-to-markdown#modularize",
+    "pdfjs-dist": "^2.5.207",
     "postcss": "^8.4.49",
     "postcss-load-config": "^6.0.1",
     "rehype-autolink-headings": "^7.1.0",

web/src/lib/components/chat/Chat.svelte

@@ -14,18 +14,74 @@
   import { featureFlags } from "$lib/config/features";
   import { getDrawerStore } from '@skeletonlabs/skeleton';
   import { systemPrompt, selectedPatternName } from "$lib/store/pattern-store";
+  import { onMount } from "svelte";
 
   const drawerStore = getDrawerStore();
   function openDrawer() {
     drawerStore.open({});
   }
 
+  // Column width state (percentage values)
+  let leftColumnWidth = 50;
+  let rightColumnWidth = 50;
+  let isDragging = false;
+  
+  // Handle resize functionality
+  function startResize(e: MouseEvent | KeyboardEvent) {
+    isDragging = true;
+    e.preventDefault();
+    
+    // Add event listeners for drag and release
+    window.addEventListener('mousemove', handleResize);
+    window.addEventListener('mouseup', stopResize);
+  }
+  
+  // Handle keyboard events for accessibility
+  function handleKeyDown(e: KeyboardEvent) {
+    // Only respond to Enter or Space key
+    if (e.key === 'Enter' || e.key === ' ') {
+      startResize(e);
+    }
+  }
+  
+  function handleResize(e: MouseEvent) {
+    if (!isDragging) return;
+    
+    // Get container dimensions
+    const container = document.querySelector('.chat-container');
+    if (!container) return;
+    
+    const containerRect = container.getBoundingClientRect();
+    const containerWidth = containerRect.width;
+    
+    // Calculate percentage based on mouse position
+    const percentage = ((e.clientX - containerRect.left) / containerWidth) * 100;
+    
+    // Apply constraints (left: 25-50%, right: 50-75%)
+    leftColumnWidth = Math.min(Math.max(percentage, 25), 50);
+    rightColumnWidth = 100 - leftColumnWidth;
+  }
+  
+  function stopResize() {
+    isDragging = false;
+    window.removeEventListener('mousemove', handleResize);
+    window.removeEventListener('mouseup', stopResize);
+  }
+
+  // Clean up event listeners when component is destroyed
+  onMount(() => {
+    return () => {
+      window.removeEventListener('mousemove', handleResize);
+      window.removeEventListener('mouseup', stopResize);
+    };
+  });
+
   $: showObsidian = $featureFlags.enableObsidianIntegration;
 </script>
 
-<div class="flex gap-0 p-2 w-full h-screen">
+<div class="chat-container flex gap-0 p-2 w-full h-screen">
   <!-- Left Column -->
-  <aside class="w-[50%] flex flex-col gap-2 pr-2">
+  <aside class="flex flex-col gap-2 pr-2" style="width: {leftColumnWidth}%">
     <!-- Dropdowns Group -->
     <div class="bg-background/5 p-2 rounded-lg">
       <div class="rounded-lg bg-background/10">
@@ -56,8 +112,17 @@
     </div>
   </aside>
 
+  <!-- Resize Handle -->
+  <button 
+    class="resize-handle" 
+    on:mousedown={startResize}
+    on:keydown={handleKeyDown}
+    type="button"
+    aria-label="Resize chat panels"
+  ></button>
+
   <!-- Right Column -->
-  <div class="flex flex-col w-[50%] gap-2">
+  <div class="flex flex-col gap-2" style="width: {rightColumnWidth}%">
     <!-- Header with Obsidian Settings -->
     <div class="flex items-center justify-between px-2 py-1">
       <div class="flex items-center gap-2">
@@ -92,8 +157,9 @@
     <!-- Chat Area -->
     <div class="flex-1 flex flex-col min-h-0">
       <!-- Chat History -->
-      <div class="flex-1 min-h-0 bg-background/5 rounded-lg overflow-hidden">
+      <div class="flex-1 min-h-0 bg-background/5 rounded-lg overflow-y-scroll scrollbar-thin scrollbar-thumb-white/10 scrollbar-track-transparent hover:scrollbar-thumb-white/20">
         <ChatMessages />
+        <div class="h-32"></div> <!-- Spacer div to ensure scrolling works properly -->
       </div>
     </div>
   </div>
@@ -102,8 +168,41 @@
 <NoteDrawer />
 
 <style>
-  .loading-message {
-    animation: flash 1.5s ease-in-out infinite;
+  .resize-handle {
+    width: 6px;
+    margin: 0 -3px;
+    height: 100%;
+    cursor: col-resize;
+    position: relative;
+    z-index: 10;
+    transition: background-color 0.2s;
+  }
+
+  .resize-handle::after {
+    content: "";
+    position: absolute;
+    top: 0;
+    left: 50%;
+    transform: translateX(-50%);
+    height: 100%;
+    width: 2px;
+    background-color: rgba(255, 255, 255, 0.1);
+    transition: background-color 0.2s, width 0.2s;
+  }
+
+  .resize-handle:hover::after,
+  .resize-handle:focus::after {
+    background-color: rgba(255, 255, 255, 0.3);
+    width: 4px;
+  }
+
+  .resize-handle:focus {
+    outline: none;
+  }
+
+  .resize-handle:focus-visible::after {
+    background-color: rgba(255, 255, 255, 0.5);
+    width: 4px;
   }
 
   @keyframes flash {

web/src/lib/components/home/Header.svelte

@@ -7,11 +7,13 @@
   import { onMount } from 'svelte';
   import Modal from '$lib/components/ui/modal/Modal.svelte';
   import PatternList from '$lib/components/patterns/PatternList.svelte';
+  import PatternTilesModal from '$lib/components/ui/modal/PatternTilesModal.svelte';
   import HelpModal from '$lib/components/ui/help/HelpModal.svelte';
   import { selectedPatternName } from '$lib/store/pattern-store';
 
   let isMenuOpen = false;
   let showPatternModal = false;
+  let showPatternTilesModal = false;
   let showHelpModal = false;
 
   function goToGithub() {
@@ -70,15 +72,33 @@
       </ul>
     </nav>
 
-    <div class="flex items-center gap-2">
-      <button name="pattern-description"
-        on:click={() => showPatternModal = true}
-        class="inline-flex h-9 items-center justify-center rounded-full border bg-background px-3 text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground gap-2"
-        aria-label="Pattern Description"
-      >
-        <FileText class="h-4 w-4" />
-        <span>Pattern Description</span>
-      </button>
+    <div class="flex items-center gap-4">
+      <!-- Pattern Buttons Group -->
+      <div class="flex items-center gap-3 mr-4">
+        <!-- Pattern Tiles Button -->
+        <button name="pattern-tiles"
+          on:click={() => showPatternTilesModal = true}
+          class="inline-flex h-10 items-center justify-center rounded-full border bg-background px-4 text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground gap-2"
+          aria-label="Pattern Tiles"
+        >
+          <FileText class="h-4 w-4" />
+          <span>Pattern Tiles</span>
+        </button>
+        
+        <!-- Or text -->
+        <span class="text-sm text-foreground/60 mx-1">or</span>
+        
+        <!-- Pattern List Button -->
+        <button name="pattern-list"
+          on:click={() => showPatternModal = true}
+          class="inline-flex h-10 items-center justify-center rounded-full border bg-background px-4 text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground gap-2"
+          aria-label="Pattern List"
+        >
+          <FileText class="h-4 w-4" />
+          <span>Pattern List</span>
+        </button>
+      </div>
+
 
       <button name="github"
         on:click={goToGithub}
@@ -166,3 +186,16 @@
     on:close={() => showHelpModal = false}
   />
 </Modal>
+
+<Modal
+  show={showPatternTilesModal}
+  on:close={() => showPatternTilesModal = false}
+>
+  <PatternTilesModal
+    on:close={() => showPatternTilesModal = false}
+    on:select={(e) => {
+      selectedPatternName.set(e.detail);
+      showPatternTilesModal = false;
+    }}
+  />
+</Modal>

web/src/lib/components/patterns/PatternList.svelte

@@ -1,52 +1,19 @@
+
 <script lang="ts">
-  import { onMount, createEventDispatcher } from 'svelte';
-  import { get } from 'svelte/store';
-  import type { Pattern } from '$lib/interfaces/pattern-interface';
-  import { favorites } from '$lib/store/favorites-store';
-  import { patterns, patternAPI, systemPrompt, selectedPatternName } from '$lib/store/pattern-store';
-  import { Input } from "$lib/components/ui/input";
-  import TagFilterPanel from './TagFilterPanel.svelte';
-  
+  import { createEventDispatcher, onMount } from 'svelte';
+  import TagFilterPanel from '$lib/components/patterns/TagFilterPanel.svelte';
   let tagFilterRef: TagFilterPanel;
-
-
-  const dispatch = createEventDispatcher<{
-    close: void;
-    select: string;
-    tagsChanged: string[];  // Add this line
-}>();
-
-
-let patternsContainer: HTMLDivElement;
-let sortBy: 'alphabetical' | 'favorites' = 'alphabetical';
-let searchText = ""; // For pattern filtering
-let selectedTags: string[] = [];
-
-// First filter patterns by both text and tags
-// First filter patterns by both text and tags
-$: filteredPatterns = $patterns
-    .filter((p: Pattern) => 
-        p.Name.toLowerCase().includes(searchText.toLowerCase())
-    )
-    .filter((p: Pattern) => 
-        selectedTags.length === 0 || 
-        (p.tags && selectedTags.every(tag => p.tags.includes(tag)))
-    );
-
-// Then sort the filtered patterns
-$: sortedPatterns = sortBy === 'alphabetical'
-    ? [...filteredPatterns].sort((a: Pattern, b: Pattern) => a.Name.localeCompare(b.Name))
-    : [
-        ...filteredPatterns.filter((p: Pattern) => $favorites.includes(p.Name)).sort((a: Pattern, b: Pattern) => a.Name.localeCompare(b.Name)),
-        ...filteredPatterns.filter((p: Pattern) => !$favorites.includes(p.Name)).sort((a: Pattern, b: Pattern) => a.Name.localeCompare(b.Name))
-    ];
-
-
-function handleTagFilter(event: CustomEvent<string[]>) {
-    selectedTags = event.detail;
-}
-
-
+  let selectedTags: string[] = [];
+  import { cn } from "$lib/utils/utils";
+  import type { Pattern } from '$lib/interfaces/pattern-interface';
+  import { patterns, patternAPI, selectedPatternName } from '$lib/store/pattern-store';
+  import { favorites } from '$lib/store/favorites-store';
+  import { Input } from "$lib/components/ui/input";
+  
+  const dispatch = createEventDispatcher();
+  let searchQuery = '';
+  let showOnlyFavorites = false;
+  
   onMount(async () => {
     try {
       await patternAPI.loadPatterns();
@@ -54,156 +21,231 @@ function handleTagFilter(event: CustomEvent<string[]>) {
       console.error('Error loading patterns:', error);
     }
   });
-
-  function toggleFavorite(name: string) {
-    favorites.toggleFavorite(name);
-  }
-
   
- 
+function toggleFavorite(patternName: string) {
+  favorites.toggleFavorite(patternName);
+}
 
+function selectPattern(patternName: string) {
+patternAPI.selectPattern(patternName);
+dispatch('select', patternName);
+}
 
+function closeModal() {
+dispatch('close');
+}
 
+function handleTagFilter(event: CustomEvent<string[]>) {
+selectedTags = event.detail;
+}
+
+function toggleFavoritesFilter() {
+showOnlyFavorites = !showOnlyFavorites;
+}
+
+// Apply filtering based on search query, favorites filter, and tag selection
+$: filteredPatterns = $patterns
+.filter(p => {
+  // Apply favorites filter if enabled
+  if (showOnlyFavorites && !$favorites.includes(p.Name)) {
+    return false;
+  }
+  
+  // Apply tag filter if any tags are selected
+  if (selectedTags.length > 0) {
+    if (!p.tags || !selectedTags.every(tag => p.tags.includes(tag))) {
+      return false;
+    }
+  }
+  
+  // Apply search filter if query exists
+  if (searchQuery.trim()) {
+    return (
+      p.Name.toLowerCase().includes(searchQuery.toLowerCase()) || 
+      p.Description.toLowerCase().includes(searchQuery.toLowerCase()) ||
+      (p.tags && p.tags.some(tag => tag.toLowerCase().includes(searchQuery.toLowerCase())))
+    );
+  }
+  
+  return true;
+});
 </script>
 
 <div class="bg-primary-800 rounded-lg flex flex-col h-[85vh] w-[600px] shadow-lg relative">
-
   <div class="flex flex-col border-b border-primary-700/30">
     <div class="flex justify-between items-center p-4">
-        <b class="text-lg text-muted-foreground font-bold">Pattern Descriptions</b>
-        <button
-            on:click={() => dispatch('close')}
-            class="text-muted-foreground hover:text-primary-300 transition-colors"
-        >
-            ✕
-        </button>
+      <b class="text-lg text-muted-foreground font-bold">Pattern Descriptions</b>
+      <button
+        on:click={closeModal}
+        class="text-muted-foreground hover:text-primary-300 transition-colors"
+      >
+        ✕
+      </button>
     </div>
     
     <div class="px-4 pb-4 flex items-center justify-between">
-        <div class="flex gap-4">
-            <label class="flex items-center gap-2 text-sm text-muted-foreground">
-                <input
-                    type="radio"
-                    bind:group={sortBy}
-                    value="alphabetical"
-                    class="radio"
-                >
-                Alphabetical
-            </label>
-            <label class="flex items-center gap-2 text-sm text-muted-foreground">
-                <input
-                    type="radio"
-                    bind:group={sortBy}
-                    value="favorites"
-                    class="radio"
-                >
-                Favorites First
-            </label>
-        </div>
-        <div class="w-64 mr-4">
-            <Input
-                bind:value={searchText}
-                placeholder="Search patterns..."
-                class="text-emerald-900"
-            />
+      <div class="flex-1 flex items-center">
+        <div class="flex-1 mr-2">
+          <Input
+            bind:value={searchQuery}
+            placeholder="Search patterns..."
+            class="text-emerald-900"
+          />
         </div>
+        
+        <!-- Favorites button similar to PatternTilesModal -->
+        <button
+          on:click={toggleFavoritesFilter}
+          class={cn(
+            "px-3 py-1.5 rounded-md text-sm font-medium transition-all",
+            showOnlyFavorites 
+              ? "bg-yellow-500/20 text-yellow-300 border border-yellow-500/30" 
+              : "bg-primary-700/30 text-primary-300 border border-primary-600/20 hover:bg-primary-700/50"
+          )}
+        >
+          <span class="mr-1">{showOnlyFavorites ? "★" : "☆"}</span>
+          Favorites
+        </button>
+      </div>
     </div>
 
-    <!-- New tag display section -->
+    <!-- Selected tags display -->
     <div class="px-4 pb-2">
       <div class="text-sm text-white/70 bg-primary-700/30 rounded-md p-2 flex justify-between items-center">
-          <div>Tags: {selectedTags.length ? selectedTags.join(', ') : 'none'}</div>
-          <button 
-              class="px-2 py-1 text-xs text-white/70 bg-primary-600/30 rounded hover:bg-primary-600/50 transition-colors"
-              on:click={() => {
-                  selectedTags = [];
-                  dispatch('tagsChanged', selectedTags);
-              }}
-          >
-              reset
-          </button>
+        <div class="flex flex-wrap gap-1 items-center">
+          <span class="mr-1">Tags:</span>
+          {#if selectedTags.length > 0}
+            {#each selectedTags as tag}
+              <div class="inline-flex items-center px-2 py-1 rounded-full text-xs font-medium bg-primary-600/40 text-primary-200 border border-primary-500/30">
+                {tag}
+                <button 
+                  class="ml-1 text-xs text-primary-300 hover:text-primary-100"
+                  on:click={() => {
+                    selectedTags = selectedTags.filter(t => t !== tag);
+                  }}
+                >
+                  ×
+                </button>
+              </div>
+            {/each}
+          {:else}
+            <span class="text-primary-300/50">none</span>
+          {/if}
+        </div>
+        <button 
+          class="px-2 py-1 text-xs text-white/70 bg-primary-600/30 rounded hover:bg-primary-600/50 transition-colors"
+          on:click={() => {
+            selectedTags = [];
+            if (tagFilterRef && typeof tagFilterRef.reset === 'function') {
+              tagFilterRef.reset();
+            }
+          }}
+        >
+          reset
+        </button>
       </div>
+    </div>
   </div>
-  
-  
-</div>
 
+  <div class="patterns-container p-4 flex-1 overflow-y-auto">
+    {#if filteredPatterns.length === 0}
+      <div class="flex justify-center items-center h-full">
+        <p class="text-primary-300">
+          {showOnlyFavorites
+            ? "No favorite patterns found. Add some favorites first!"
+            : "No patterns found matching your search."}
+        </p>
+      </div>
+    {:else}
+      <div class="patterns-list space-y-2">
+        {#each filteredPatterns as pattern}
+          <div class="pattern-item bg-primary/10 rounded-lg p-3">
+            <div class="flex justify-between items-start gap-4 mb-2">
+              <button
+                class="text-xl font-bold text-primary-300 hover:text-primary-100 cursor-pointer transition-colors text-left w-full"
+                on:click={() => selectPattern(pattern.Name)}
+              >
+                {pattern.Name}
+              </button>
+              <button
+                class="text-muted-foreground hover:text-primary-300 transition-colors"
+                on:click|stopPropagation={() => toggleFavorite(pattern.Name)}
+              >
+                {#if $favorites.includes(pattern.Name)}
+                  <span class="text-yellow-400">★</span>
+                {:else}
+                  <span class="text-primary-400 hover:text-yellow-300">☆</span>
+                {/if}
+              </button>
+            </div>
+            <p class="text-sm text-muted-foreground break-words leading-relaxed">{pattern.Description}</p>
+          </div>
+        {/each}
+      </div>
+    {/if}
+  </div>
 
   <TagFilterPanel 
-  patterns={$patterns} 
-  on:tagsChanged={handleTagFilter}
-  bind:this={tagFilterRef}
-/>
-
-  <div
-    class="patterns-container p-4 flex-1 overflow-y-auto"
-    bind:this={patternsContainer}
-  >
-    <div class="patterns-list space-y-2">
-      {#each sortedPatterns as pattern}
-      <div class="pattern-item bg-primary/10 rounded-lg p-3">
-        <div class="flex justify-between items-start gap-4 mb-2">
-            <button
-                class="text-xl font-bold text-primary-300 hover:text-primary-100 cursor-pointer transition-colors text-left w-full"
-                on:click={() => {
-                    console.log('Selecting pattern:', pattern.Name);
-                    patternAPI.selectPattern(pattern.Name);
-                    searchText = ""; 
-                    tagFilterRef.reset();
-                    dispatch('select', pattern.Name);
-                    dispatch('close');
-                }}
-                on:keydown={(e) => {
-                    if (e.key === 'Enter' || e.key === ' ') {
-                        e.preventDefault();
-                        e.currentTarget.click();
-                    }
-                }}
-            >
-                {pattern.Name}
-            </button>
-            <button
-                class="text-muted-foreground hover:text-primary-300 transition-colors"
-                on:click={() => toggleFavorite(pattern.Name)}
-            >
-                {#if $favorites.includes(pattern.Name)}
-                    ★
-                {:else}
-                    ☆
-                {/if}
-            </button>
-        </div>
-        <p class="text-sm text-muted-foreground break-words leading-relaxed">{pattern.Description}</p>
-    </div>
-    
-      {/each}
-    </div>
-  </div>
+    patterns={$patterns} 
+    on:tagsChanged={handleTagFilter}
+    bind:this={tagFilterRef}
+    hideToggleButton={false}
+  />
 </div>
 
 <style>
-  .patterns-container {
-    flex: 1;
-    overflow-y: auto;
-    scrollbar-width: thin;
-    -ms-overflow-style: thin;
-  }
+/* Custom scrollbar styling */
+.custom-scrollbar::-webkit-scrollbar {
+  width: 4px;
+}
 
-  .patterns-list {
-    display: flex;
-    flex-direction: column;
-    width: 100%;
-    max-width: 560px;
-    margin: 0 auto;
-  }
+.custom-scrollbar::-webkit-scrollbar-track {
+  background: rgba(31, 41, 55, 0.2);
+  border-radius: 4px;
+}
 
-  .pattern-item {
-    display: flex;
-    flex-direction: column;
-    border-bottom: 1px solid rgba(255, 255, 255, 0.1);
-  }
+.custom-scrollbar::-webkit-scrollbar-thumb {
+  background: rgba(156, 163, 175, 0.3);
+  border-radius: 4px;
+}
 
-  .pattern-item:last-child {
-    border-bottom: none;
-  }
+.custom-scrollbar::-webkit-scrollbar-thumb:hover {
+  background: rgba(156, 163, 175, 0.5);
+}
+
+/* h3.pattern-name {
+  word-break: break-all;
+  hyphens: auto;
+  overflow-wrap: break-word;
+} */
+
+.custom-scrollbar {
+  scrollbar-width: thin;
+  scrollbar-color: rgba(156, 163, 175, 0.3) rgba(31, 41, 55, 0.2);
+}
+
+.patterns-container {
+  flex: 1;
+  overflow-y: auto;
+  scrollbar-width: thin;
+  -ms-overflow-style: thin;
+}
+
+.patterns-list {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+  max-width: 560px;
+  margin: 0 auto;
+}
+
+.pattern-item {
+  display: flex;
+  flex-direction: column;
+  border-bottom: 1px solid rgba(255, 255, 255, 0.1);
+}
+
+.pattern-item:last-child {
+  border-bottom: none;
+}
 </style>

web/src/lib/components/patterns/TagFilterPanel.svelte

@@ -7,17 +7,10 @@
     }>();
 
     export let patterns: Pattern[];
+    export let hideToggleButton = false; // New prop to hide the toggle button when used in modal
     let selectedTags: string[] = [];
     let isExpanded = false;
 
-    // Add console log to see what tags we're getting
-    $: console.log('Available tags:', Array.from(new Set(patterns.flatMap(p => p.tags))));
-
-     // Add these debug logs
-     $: console.log('Patterns received:', patterns);
-    $: console.log('Tags extracted:', patterns.map(p => p.tags));
-    $: console.log('Panel expanded:', isExpanded);
-
     function toggleTag(tag: string) {
         selectedTags = selectedTags.includes(tag)
             ? selectedTags.filter(t => t !== tag)
@@ -36,15 +29,16 @@
     }
 </script>
 
-<div class="tag-panel {isExpanded ? 'expanded' : ''}" style="z-index: 50">
+<div class="tag-panel {isExpanded ? 'expanded' : ''} {hideToggleButton ? 'embedded' : ''}" style="z-index: 50">
+    {#if !hideToggleButton}
     <div class="panel-header">
         <button class="close-btn" on:click={togglePanel}>
             {isExpanded ? 'Close Filter Tags ◀' : 'Open Filter Tags ▶'}
         </button>
-        
     </div>
+    {/if}
     
-    <div class="panel-content">
+    <div class="panel-content {hideToggleButton ? 'always-visible' : ''}">
         <div class="reset-container">
             <button 
                 class="reset-btn"
@@ -56,7 +50,7 @@
                 Reset All Tags
             </button>
         </div>
-        {#each Array.from(new Set(patterns.flatMap(p => p.tags))).sort() as tag}
+        {#each Array.from(new Set(patterns.flatMap(p => p.tags || []))).sort() as tag}
             <button 
                 class="tag-brick {selectedTags.includes(tag) ? 'selected' : ''}"
                 on:click={() => toggleTag(tag)}
@@ -67,6 +61,7 @@
     </div>
 </div>
 <style>
+   /* Default positioning for standalone mode */
    .tag-panel {
     position: fixed;  /* Change to fixed positioning */
     left: calc(50% + 300px); /* Position starts after modal's right edge */
@@ -76,19 +71,37 @@
     transition: left 0.3s ease;
 }
 
+/* When embedded in another component, use relative positioning */
+.tag-panel.embedded {
+    position: relative;
+    left: auto;
+    top: auto;
+    transform: none;
+    width: 100%;
+    height: 100%;
+}
+
 .tag-panel.expanded {
     left: calc(50% + 360px); /* Final position just to the right of modal */
 }
 
-
-    .panel-content {
+.panel-content {
     display: none;
     padding: 12px;
     flex-wrap: wrap;
     gap: 6px;
     max-height: 80vh;
     overflow-y: auto;
-    grid-template-columns: repeat(3, 1fr);
+}
+
+/* Adjust max-height when embedded */
+.embedded .panel-content {
+    max-height: 100%;
+}
+
+/* When used in modal, always show content */
+.panel-content.always-visible {
+    display: flex;
 }
 
 .tag-brick {
@@ -102,7 +115,6 @@
     overflow: hidden;
 }
 
-
 .reset-container {
     width: 100%;
     padding-bottom: 8px;
@@ -124,29 +136,9 @@
     background: rgba(255,255,255,0.1);
 }
 
-
-
-    .expanded .panel-content {
-        display: flex;
-    }
-
-
-   /*  .toggle-btn {
-    position: absolute;
-    left: -30px;
-    top: 50%;
-    transform: translateY(-50%);
-    padding: 8px;
-    background: var(--primary-800);
-    border-radius: 4px 0 0 4px;
-    cursor: pointer;
+.expanded .panel-content {
     display: flex;
-    align-items: center;
-    gap: 4px;
-    font-size: 0.9rem;
-    box-shadow: -2px 0 5px rgba(0,0,0,0.2); 
-} */
-
+}
 
 .panel-header {
     padding: 8px;
@@ -178,17 +170,11 @@
     margin-left: -50px;
 }
 
-
-
-
 .close-btn:hover {
     background: rgba(255,255,255,0.1);
 }
 
-   
-
-    .tag-brick.selected {
-        background: var(--primary-300);
-    }
+.tag-brick.selected {
+    background: var(--primary-300);
+}
 </style>
-

web/src/lib/components/ui/modal/Modal.svelte

@@ -9,15 +9,23 @@
   export let show = false;
 </script>
 
+<!-- svelte-ignore a11y-click-events-have-key-events a11y-no-noninteractive-element-interactions a11y-no-static-element-interactions -->
 {#if show}
 <div
 class="fixed inset-0 bg-black/50 flex items-center justify-center z-50 mt-2"
 on:click={() => dispatch('close')}
+on:keydown={(e) => e.key === 'Escape' && dispatch('close')}
+role="dialog"
+aria-modal="true"
+aria-label="Modal dialog"
+tabindex="-1"
 transition:fade={{ duration: 200 }}
 >
 <div
 class="relative"
 on:click|stopPropagation
+role="document"
+aria-label="Modal content"
 transition:scale={{ duration: 200 }}
 >
 <slot />

web/src/lib/components/ui/modal/PatternTilesModal.svelte

@@ -0,0 +1,333 @@
+<script lang="ts">
+    import { createEventDispatcher, onMount } from 'svelte';
+    import TagFilterPanel from '$lib/components/patterns/TagFilterPanel.svelte';
+    let tagFilterRef: TagFilterPanel;
+    let selectedTags: string[] = [];
+    import { cn } from "$lib/utils/utils";
+    import type { Pattern } from '$lib/interfaces/pattern-interface';
+    import { patterns, patternAPI, selectedPatternName } from '$lib/store/pattern-store';
+    import { favorites } from '$lib/store/favorites-store';
+    import { Input } from "$lib/components/ui/input";
+    
+    const dispatch = createEventDispatcher();
+    let isTagPanelOpen = false;
+    let searchQuery = '';
+    let showOnlyFavorites = false;
+    
+    onMount(async () => {
+      try {
+        await patternAPI.loadPatterns();
+      } catch (error) {
+        console.error('Error loading patterns:', error);
+      }
+    });
+    
+function toggleFavorite(patternName: string) {
+    favorites.toggleFavorite(patternName);
+}
+
+function selectPattern(patternName: string) {
+  patternAPI.selectPattern(patternName);
+  dispatch('select', patternName);
+}
+
+function closeModal() {
+  dispatch('close');
+}
+
+function toggleTagPanel() {
+    isTagPanelOpen = !isTagPanelOpen;
+}
+
+function handleTagFilter(event: CustomEvent<string[]>) {
+  selectedTags = event.detail;
+}
+
+function toggleFavoritesFilter() {
+  showOnlyFavorites = !showOnlyFavorites;
+}
+
+// Apply filtering based on search query, favorites filter, and tag selection
+$: filteredPatterns = $patterns
+  .filter(p => {
+    // Apply favorites filter if enabled
+    if (showOnlyFavorites && !$favorites.includes(p.Name)) {
+      return false;
+    }
+    
+    // Apply tag filter if any tags are selected
+    if (selectedTags.length > 0) {
+      if (!p.tags || !selectedTags.every(tag => p.tags.includes(tag))) {
+        return false;
+      }
+    }
+    
+    // Apply search filter if query exists
+    if (searchQuery.trim()) {
+      return (
+        p.Name.toLowerCase().includes(searchQuery.toLowerCase()) || 
+        p.Description.toLowerCase().includes(searchQuery.toLowerCase()) ||
+        (p.tags && p.tags.some(tag => tag.toLowerCase().includes(searchQuery.toLowerCase())))
+      );
+    }
+    
+    return true;
+  });
+</script>
+
+<!-- Main container with flexible layout -->
+<div class="flex h-[85vh]">
+  <!-- Modal container with responsive positioning -->
+  <div class={cn(
+      "flex flex-col bg-primary-800 rounded-lg shadow-xl transition-all duration-300",
+      isTagPanelOpen
+        ? "w-[75vw]" 
+        : "w-full max-w-[95vw] mx-auto"
+    )}>
+    <!-- Header with grid layout -->
+    <div class="grid grid-cols-[auto_auto_1fr_auto] items-center p-4 border-b border-primary-700/30 sticky top-0 bg-primary-800 z-10">
+      <!-- Left column: Title -->
+      <h2 class="text-xl font-semibold text-primary-200 mr-4">Pattern Library</h2>
+          
+      <!-- Second column: Search -->
+      <div class="mr-4">
+        <Input 
+          bind:value={searchQuery}
+          placeholder="Search patterns..." 
+          class="w-full min-w-[300px] text-emerald-900"
+        />
+      </div>
+      
+      <!-- Third column: Favorites button -->
+      <div class="flex items-center">
+        <button
+          on:click={toggleFavoritesFilter}
+          class={cn(
+            "px-3 py-1.5 rounded-md text-sm font-medium transition-all",
+            showOnlyFavorites 
+              ? "bg-yellow-500/20 text-yellow-300 border border-yellow-500/30" 
+              : "bg-primary-700/30 text-primary-300 border border-primary-600/20 hover:bg-primary-700/50"
+          )}
+        >
+          <span class="mr-1">{showOnlyFavorites ? "★" : "☆"}</span>
+          Favorites
+        </button>
+      </div>
+        
+      <!-- Fourth column: Other controls -->
+      <div class="flex items-center gap-3 justify-end">
+        <!-- Single tag panel toggle button -->
+        <button
+          on:click={toggleTagPanel}
+          class={cn(
+            "px-3 py-1.5 rounded-md text-sm font-medium transition-all",
+            isTagPanelOpen
+              ? "bg-blue-500/20 text-blue-300 border border-blue-500/30"
+              : "bg-primary-700/30 text-primary-300 border border-primary-600/20 hover:bg-primary-700/50"
+          )}
+        >
+          {isTagPanelOpen ? "Close Filter Tags ◀" : "Open Filter Tags ▶"}
+        </button>
+
+        <!-- Close modal button -->
+        <button
+          on:click={closeModal}
+          class="px-2 py-2 rounded-full bg-primary-700/40 text-primary-200 hover:bg-primary-700/60 hover:text-primary-100"
+          aria-label="Close modal"
+        >
+          <span class="text-xl font-bold">×</span>
+        </button>
+      </div>
+    </div>
+
+    <!-- Selected tags display -->
+    {#if selectedTags.length > 0}
+      <div class="px-4 pb-2 pt-2 border-b border-primary-700/30">
+        <div class="text-sm text-white/70 bg-primary-700/30 rounded-md p-2 flex justify-between items-center">
+          <div class="flex flex-wrap gap-1 items-center">
+            <span class="mr-1">Tags:</span>
+            {#each selectedTags as tag}
+              <div class="inline-flex items-center px-2 py-1 rounded-full text-xs font-medium bg-primary-600/40 text-primary-200 border border-primary-500/30">
+                {tag}
+                <button 
+                  class="ml-1 text-xs text-primary-300 hover:text-primary-100"
+                  on:click={() => {
+                    selectedTags = selectedTags.filter(t => t !== tag);
+                  }}
+                >
+                  ×
+                </button>
+              </div>
+            {/each}
+          </div>
+          <button 
+            class="px-2 py-1 text-xs text-white/70 bg-primary-600/30 rounded hover:bg-primary-600/50 transition-colors"
+            on:click={() => {
+              selectedTags = [];
+              if (tagFilterRef && typeof tagFilterRef.reset === 'function') {
+                tagFilterRef.reset();
+              }
+            }}
+          >
+            reset
+          </button>
+        </div>
+      </div>
+    {/if}
+      
+    <!-- Pattern tiles grid with scrolling -->
+    <div class="flex-1 overflow-y-auto p-4 pattern-grid-container">
+      {#if filteredPatterns.length === 0}
+        <div class="flex justify-center items-center h-full">
+          <p class="text-primary-300">
+            {showOnlyFavorites
+              ? "No favorite patterns found. Add some favorites first!"
+              : "No patterns found matching your search."}
+          </p>
+        </div>
+      {:else}
+        <div class={cn(
+          "grid grid-cols-1 sm:grid-cols-2 gap-4",
+          isTagPanelOpen 
+            ? "md:grid-cols-2 lg:grid-cols-3" 
+            : "md:grid-cols-3 lg:grid-cols-4 xl:grid-cols-5"
+        )}>
+          {#each filteredPatterns as pattern}
+            <button
+              class="text-left border-2 border-primary-600/40 rounded-lg shadow-md hover:shadow-lg p-4 flex flex-col h-58 bg-primary-700/30 hover:bg-primary-700/50 transition-all transform hover:-translate-y-1 duration-200"
+              on:click={() => selectPattern(pattern.Name)}
+            >
+              <div class="flex justify-between items-start mb-2">
+                <h3 class="pattern-name font-bold text-base text-primary-200 leading-tight break-all overflow-hidden pr-2 w-[85%]">{pattern.Name}</h3>
+                <button
+                  on:click|stopPropagation={() => toggleFavorite(pattern.Name)}
+                  class="focus:outline-none ml-1 mt-0.5"
+                  aria-label={$favorites.includes(pattern.Name) ? 'Remove from favorites' : 'Add to favorites'}
+                >
+                  {#if $favorites.includes(pattern.Name)}
+                    <span class="text-yellow-400 text-xl">★</span>
+                  {:else}
+                    <span class="text-primary-400 text-xl hover:text-yellow-300">☆</span>
+                  {/if}
+                </button>
+              </div>
+              
+              <!-- Pattern description with scrolling if needed -->
+              <div class="flex-grow overflow-y-auto mb-1 pr-1 custom-scrollbar">
+                <p class="text-sm text-primary-300/90 leading-relaxed">{pattern.Description}</p>
+              </div>
+              
+              <!-- Tags section -->
+              {#if pattern.tags && pattern.tags.length > 0}
+                <div class="flex flex-wrap gap-1 mt-2">
+                  {#each pattern.tags as tag}
+                    <span class="inline-flex items-center px-1 py-0.25 rounded-full text-[8px] font-medium bg-primary-600/40 text-primary-200 border border-primary-500/30">
+                      {tag}
+                    </span>
+                  {/each}
+                </div>
+              {/if}
+            </button>
+          {/each}
+        </div>
+      {/if}
+    </div>
+  </div>
+
+  <!-- Tag filter panel - positioned on the right when open -->
+  {#if isTagPanelOpen}
+    <div class="tag-panel-container">
+      <div class="tag-panel-header">
+        <button class="tag-panel-close" on:click={toggleTagPanel}>
+          <span class="text-lg">×</span>
+        </button>
+        <h3 class="text-sm font-medium text-primary-200">Filter Tags</h3>
+      </div>
+      <div class="tag-panel-content">
+        <TagFilterPanel 
+          patterns={$patterns} 
+          on:tagsChanged={handleTagFilter}
+          bind:this={tagFilterRef}
+          hideToggleButton={true}
+        />
+      </div>
+    </div>
+  {/if}
+</div>
+
+<style>
+  /* Custom scrollbar styling remains the same */
+  .custom-scrollbar::-webkit-scrollbar {
+    width: 4px;
+  }
+  
+  .custom-scrollbar::-webkit-scrollbar-track {
+    background: rgba(31, 41, 55, 0.2);
+    border-radius: 4px;
+  }
+  
+  .custom-scrollbar::-webkit-scrollbar-thumb {
+    background: rgba(156, 163, 175, 0.3);
+    border-radius: 4px;
+  }
+  
+  .custom-scrollbar::-webkit-scrollbar-thumb:hover {
+    background: rgba(156, 163, 175, 0.5);
+  }
+  
+  /* Add this to your <style> section */
+  h3.pattern-name {
+    word-break: break-all;      /* Force breaks anywhere if needed */
+    hyphens: auto;              /* Enable hyphenation */
+    overflow-wrap: break-word;  /* Fallback */
+  }
+ 
+  .custom-scrollbar {
+    scrollbar-width: thin;
+    scrollbar-color: rgba(156, 163, 175, 0.3) rgba(31, 41, 55, 0.2);
+  }
+  
+  .pattern-grid-container {
+    overflow-y: auto;
+    scrollbar-width: thin;
+    scrollbar-color: rgba(156, 163, 175, 0.3) rgba(31, 41, 55, 0.2);
+  }
+
+  /* Tag panel styling */
+  .tag-panel-container {
+    width: 20vw;
+    height: 100%;
+    background-color: #1e293b; /* Use a solid color instead of var */
+    border-left: 1px solid rgba(255, 255, 255, 0.1);
+    z-index: 20;
+    box-shadow: -2px 0 10px rgba(0, 0, 0, 0.3);
+  }
+
+  .tag-panel-header {
+    display: flex;
+    align-items: center;
+    padding: 12px;
+    border-bottom: 1px solid rgba(255, 255, 255, 0.1);
+  }
+
+  .tag-panel-close {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    width: 24px;
+    height: 24px;
+    border-radius: 50%;
+    background: rgba(255, 255, 255, 0.1);
+    margin-right: 8px;
+    cursor: pointer;
+  }
+
+  .tag-panel-close:hover {
+    background: rgba(255, 255, 255, 0.2);
+  }
+
+  .tag-panel-content {
+    height: calc(100% - 49px);
+    overflow-y: auto;
+  }
+</style>

web/src/lib/components/ui/tooltip/Tooltip.svelte

@@ -14,6 +14,7 @@
   }
 </script>
 
+<!-- svelte-ignore a11y-no-noninteractive-element-interactions a11y-mouse-events-have-key-events -->
 <div class="tooltip-container">
   <div 
     class="tooltip-trigger"
@@ -21,6 +22,8 @@
     on:mouseleave={hideTooltip}
     on:focusin={showTooltip}
     on:focusout={hideTooltip}
+    role="tooltip"
+    aria-label="Tooltip trigger"
   >
     <slot />
   </div>
@@ -33,9 +36,11 @@
       class:bottom="{position === 'bottom'}"
       class:left="{position === 'left'}"
       class:right="{position === 'right'}"
+      role="tooltip"
+      aria-label={text}
     >
       {text}
-      <div class="tooltip-arrow" />
+      <div class="tooltip-arrow" role="presentation" />
     </div>
   {/if}
 </div>

web/src/lib/content/posts/extract_wisdom.md

@@ -59,7 +59,7 @@ 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.