Update version to v1.4.186 and commit

Merge pull request #1459 from ksylvan/0505-cleanup-some-old-detritus
chore: Repository cleanup and .gitignore Update
2026-01-09 22:38:10 -05:00 · 2025-05-06 22:06:46 +00:00 · 2025-05-07 00:05:19 +02:00 · 2025-05-05 17:16:38 -07:00 · 2025-04-28 19:27:01 +00:00 · 2025-04-28 21:25:35 +02:00
46 changed files with 887 additions and 789 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -58,6 +58,7 @@ coverage.xml
 .hypothesis/
 .pytest_cache/
 cover/
+coverage.out

 # Translations
 *.mo
--- a/Alma.md
+++ b/Alma.md
@@ -1,318 +0,0 @@
-# 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.
-
-This is part of the SPQA context that will be used to answer questions and create artifacts for the company, e.g., company strategy, security strategy, quarterly security reports (QSRs), project plans, recommendations on which projects to undertake, which investments to take and avoid, and other such decisions.
-
-A major aspect of the SPQA system is the definition of the company's mission, goals, KPIs, and challenges. These shape everything within the company and thus should be used to shape the recommendations made when asked.
-
-In addition to the clearly stated goals and other defining characteristics listed above, there will also be a streaming list of updates coming into this system using the Activity document.
-
-Those will be changes, updates, or modifications to the direction of the company. For example, if Goal number 4 is to build a new datacenter in Boise, Idaho, but we see an update in the Activity section that says we've lost the ability to build in Boise, we should consider goal #4 out of the picture for prioritization and other decision purposes. In other words, the streaming activity log into this document should be considered updates to the core content.
-
-## Company History
-
-Alma Security was started by Chris Meyers, who was previously at Sigma Systems as CTO and HPE as a senior security engineer.
-
-He started the company because, "I saw a gap in the authentication market, where companies were only looking at one or two aspects of one's identity to do authentication. They we're looking at the whole picture and turning that into a continuous authentication story."
-
-## Company Mission
-
-The mission of Alma Security is to ensure businesses can continuously authenticate their users using their whole selves.
-
-## 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 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
-
- G1: Achieve 20% market share by January 2025
- G2: Hit 10000 active customers by January 2025
- G3: Hit a customer trust score of 90+% by January 2025
- G4: Get churn below 5% by August 2024
- G5: Launch in Europe by August 2024
- G6: Launch in India by November 2024
- G7: Launch Mood-monitor integration by February 2024
- G8: Launch partnership with Apple Passkeys by June 2024
-
-## Company KPIs
-
- K1: Current market share percentage
- K2: Number of active customers
- K3: Current churn percentage
- K4: Launched_in_Europe (yes/no)
- K4: Launched_in_India (yes/no)
-
-----------------------------------------------------------------------------------------------------------------------
-
-## 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.
- 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 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 vulnerabilities by February 2025
-
-## Security Team KPIs (How we measure the team)
-
- SK1: TTD: Time to detect malicious behavior (Minutes)
- SK1: TTI: Time to begin investigation of malicious behavior (Minutes)
- SK3: TTR-CJC: Time to remediate critical vulnerabilities on crown jewel systems (Hours)
- SK3: TTR-C: Time to remediate critical vulnerabilities on all systems (Hours)
- SK4: PT: Public trust score (Complete, Significant, Moderate, Minimal, Distrust, N/A)
-
-## Risk Register (The things we're most worried about)
-
- 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
- R5: We have a low public trust score due to the events of 2022.
-
-## Security Team Narrative
-
-### Background
-
-Alma hired a new security team starting in January of 2023 and we have been building out the program since then. The philosophy and approach for the security team is to explicitly articulate what we believe the highest risks are to Alma, to deploy targeted strategies to address those risks, and to use clear, transparent KPIs to show progress towards our goals over time.
-
-### Current Risks
-
-So our risk register looks like this:
-
-1. We are understaffed by 50% after 5 key people left in 2022
-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
-
-### Strategies
-
-As such, our strategies are as follows:
-
-1. Hire 5 more A-tier security professionals
-2. Purchase and implement an attack surface management solution
-3. Invest in our detection and response capabilities
-4. Purchase an asset inventory system that integrates with our attack surface management tool
-5. Leverage PR to share as much of our progress as possible with the public to rebuild trust
-
-### How We're Doing
-
-We believe being transparent about our progress is key to everything, and for that reason we maintain a limited number of KPIs that we update every quarter. These metrics will not change often. They will remain consistent so that it's easy to track how we're spending our resources and the progress we're making.
-
-Those KPIs are:
-
-1. Time to detect malicious behavior
-2. Time to start investigating malicious behavior
-3. Time to remediate critical vulnerabilities on crown jewel systems
-4. Time to remediate critical vulnerabilities on all systems
-5. Our public trust score
-
-As of $DATE$, our KPIs for these are currently:
-
-$GIVE CURRENT KPIs from the Activity section below$
-
-$INSERT GRAPHS OF KPI PROGRESS OVER TIME HERE$
-
-## Security Team Strategies
-
- STS1: Hire 5 more A-tier security professionals
- STS2: Purchase an attack surface management solution
- STS3: Invest in our detection and response capabilities
- STS4: Purchase an asset inventory system that integrates with our attack surface management tool
-
-## Infrastructure Notes (a basic description of our tech stack and various context around it)
-
- We currently have no WAF protecting our main web app but we're considering adding one
- We have had some issues with S3 buckets becoming public, or being set up as public, which has lead to some close calls with customer data almost being exposed.
- 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.
- We're a kubernetes shop and do everything through AWS
- 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 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 also primarily use Postgres for all of our systems.
-
-## Team
-
-TEAM MEMBER | TEAM ASSIGNED | SKILLS | PAY LEVEL | LOCATION | PROJECTS
-
-Nadia Khan | Detection and Response | D&R (Expert), AWS (Strong), Python (Expert), Kubernetes (Basic), Postgres (Basic) | $249K | Redwood City
-Chris Magann | Vulnerability Management | VM (Expert), AWS (Strong), Python (Basic), Postgres (Basic) | $212K | Redwood City
-Tigan Wang | Vulnerability Management | VM (Expert), AWS (Strong), Python (Basic), Postgres (Basic) | $217K | Redwood City
-
-## Projects
-
-PROJECT NAME | PROJECT DESCRIPTION | PROJECT PRIORITY | PROJECT MEMBERS | START DATE | END DATE | STATUS | PROJECT COST
-
-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 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
-
-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
-
-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 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
-
-## SECURITY POSTURE (To be referenced for compliance questions and security questionnaires)
-
-July 2019
-Admin accounts still not required to use 2FA.
-Company laptops distributed to employees, no MDM yet for device management.
-AWS IAM roles created for engineers, but root access still frequently used.
-Started basic vulnerability scanning using open-source tools.
-December 2019
-
-MFA enforced for all Google Workspace accounts after a phishing attempt.
-Introduced ClamAV for basic endpoint protection on corporate laptops.
-AWS GuardDuty enabled for threat detection, but no formal incident response team.
-First incident response plan table-top exercise conducted, but findings not fully documented.
-April 2020
-
-Migrated from Google Workspace to Office 365, with MFA enabled for all users.
-Rolled out SentinelOne for endpoint protection on 50% of company laptops.
-Implemented least-privilege access control for AWS IAM roles.
-First formal vendor risk management review completed for major SaaS providers.
-August 2020
-
-Completed full deployment of SentinelOne across all endpoints.
-Implemented AWS CloudWatch for real-time alerts; however, logs still not monitored 24/7.
-Began encrypting all AWS S3 buckets at rest using server-side encryption.
-First internal review of data retention policies, started drafting data disposal policy.
-January 2021
-
-Rolled out Jamf MDM for centralized management of macOS devices, enforcing encryption (FileVault) on all laptops.
-Strengthened Office 365 security by implementing phishing-resistant MFA using authenticator apps.
-AWS KMS introduced for managing encryption keys; manual key rotation policy documented.
-Introduced formal onboarding and offboarding processes for employee account management.
-July 2021
-
-Conditional access policies introduced for Office 365, restricting access based on geography (US-only).
-Conducted company-wide security awareness training for the first time, focusing on phishing threats.
-Completed first backup and disaster recovery (DR) drill with AWS, documenting recovery times.
-AWS Config deployed to monitor and enforce encryption and access control policies across accounts.
-December 2021
-
-Full migration to AWS for all production systems completed.
-Incident response playbook finalized and shared with the security team; still no 24/7 monitoring.
-Documented data classification policies for handling sensitive customer data in preparation for SOC 2 audit.
-First third-party penetration test conducted, critical vulnerabilities identified and remediated within 30 days.
-March 2022
-
-Rolled out company-wide 2FA for all critical systems, including Office 365, AWS, GitHub, and Slack.
-Introduced AWS Secrets Manager for managing sensitive credentials, eliminating hardcoded API keys.
-Updated all documentation for identity and access management in preparation for SOC 2 Type 1 audit.
-First external vulnerability scan completed using Qualys, with remediation SLAs established.
-April 2022
-
-Updated and consolidated all security policies (incident response, access control, data retention) in preparation for SOC 2 audit.
-Conducted tabletop exercise for ransomware response, documenting gaps in the incident response process.
-Implemented Just-In-Time (JIT) access for administrative privileges in AWS, reducing unnecessary persistent access.
-October 2022
-
-Passed SOC 2 Type 1 audit, with recommendations to improve monitoring and asset management.
-Launched quarterly phishing simulations to raise employee awareness and track training effectiveness.
-Fully enforced encryption for all customer data in transit and at rest using AWS KMS.
-Extended GuardDuty to cover all AWS regions; started monitoring alerts daily.
-January 2023
-
-Hired a dedicated CISO and expanded security team by 30%.
-Integrated continuous vulnerability scanning across all externally facing assets using Qualys.
-Conducted first third-party vendor risk assessment to ensure alignment with SOC 2 and internal security standards.
-Implemented automated patch management for all AWS EC2 instances, reducing time to deploy critical patches.
-July 2023
-
-Rolled out continuous attack surface monitoring (ASM) to identify and remediate external vulnerabilities.
-Performed annual data retention review, ensuring compliance with SOC 2 and GDPR requirements.
-Conducted a disaster recovery drill for AWS workloads, achieving a recovery time objective (RTO) of under 4 hours.
-Completed SOC 2 Type 2 readiness assessment, with focus on improving incident response times.
-November 2023
-
-Updated incident response documentation and assigned 24/7 monitoring to a third-party SOC provider.
-Rolled out zero-trust network architecture across the organization, removing reliance on VPN for remote access.
-Passed SOC 2 Type 2 audit with no major findings; recommendations included improved asset inventory tracking.
-Conducted full audit of access control policies and JIT access implementation in preparation for ISO 27001 certification.
-April 2024
-
-Implemented AI-driven threat detection to reduce time to detect security incidents from 10 hours to under 2 hours.
-Completed full encryption audit across all databases, ensuring compliance with GDPR, HIPAA, and other privacy regulations.
-Updated employee training programs to include privacy regulations (GDPR, CCPA) and data handling best practices.
-Completed internal review and audit of vendor access to critical systems as part of SOC 2 compliance effort.
-Completed move of all AWS services to us-west-2  and us-east-1 regions for 100% us-based cloud services.
-October 2024
-
-Conducted organization-wide review of data retention and disposal policies, implementing automated data deletion for expired data.
-Implemented continuous compliance monitoring for SOC 2, with automated alerts for deviations in access controls and encryption settings.
-Finalized implementation of AI-based monitoring and response systems, significantly reducing time to remediate critical vulnerabilities.
-Passed SOC 2 Type 2 and ISO 27001 audits with zero non-conformities, achieving full compliance across all control areas.March 2018
-
-Personal Gmail accounts used for internal and external communication.
-No 2FA enabled on any accounts.
-AWS accounts shared with engineers, no IAM roles or formal access control policies.
-No centralized endpoint protection; employees use personal laptops with no security controls.
-No documented security policies or incident response plan.
-September 2018
-
-Initiated migration from personal Gmail to Google Workspace (G Suite) for business email.
-Password complexity requirements introduced (minimum 8 characters).
-AWS root credentials still shared among team members, no MFA enabled.
-No formal logging or monitoring in place for AWS activity.
-February 2019
-
-Completed migration to Google Workspace; no email encryption yet.
-Introduced a basic password manager (LastPass) but no enforcement policy.
-AWS CloudTrail enabled for logging, but no one is reviewing logs.
-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
- October 2022: Current time to remediate critical vulnerabilities on all systems is 51 days
- January 2023: Current time to detect malicious behavior is 62 hours
- January 2023: Current time to start investigating malicious behavior is 72 hours
- January 2023: Current time to remediate critical vulnerabilities on crown jewel systems is 17 days
- January 2023: Current time to remediate critical vulnerabilities on all systems is 43 days
- July 2023: Current time to detect malicious behavior is 29 hours
- July 2023: Current time to start investigating malicious behavior is 41 hours
- July 2023: Current time to remediate critical vulnerabilities on crown jewel systems is 12 days
- July 2023: Current time to remediate critical vulnerabilities on all systems is 29 days
- November 2023: Current time to start detect malicious behavior is 12 hours
- November 2023: Current time to start investigating malicious behavior is 16 hours
- November 2023: Current time to remediate critical vulnerabilities on crown jewel systems is 9 days
- November 2023: Current time to remediate critical vulnerabilities on all systems is 17 days
- February 2024: Started attack surface management vendor selection process
- January 2024: Current time to start detect malicious behavior is 9 hours
- 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 critical vulnerabilities on crown jewels in less than 6 days
- April 2024: We're now remediating all critical vulnerabilities within 11 days
- July 2024: critical vulnerabilities are now being fixed in 9 days
- On August 5 we got remediation of critical vulnerabilities down to 7 days
--- a/2
+++ b/2
@@ -1,5 +1,5 @@
 # Use official golang image as builder
-FROM golang:1.23.3-alpine AS builder
+FROM golang:1.24.2-alpine AS builder

 # Set working directory
 WORKDIR /app
--- a/README.md
+++ b/README.md
@@ -1,4 +1,7 @@
 <div align="center">
+Fabric is graciously supported by…
+
+[![Github Repo Tagline](https://github.com/user-attachments/assets/96ab3d81-9b13-4df4-ba09-75dee7a5c3d2)](https://warp.dev/fabric)

 <img src="./images/fabric-logo-gif.gif" alt="fabriclogo" width="400" height="400"/>

@@ -56,6 +59,10 @@
      - [Save your files in markdown using aliases](#save-your-files-in-markdown-using-aliases)
    - [Migration](#migration)
    - [Upgrading](#upgrading)
+    - [Shell Completions](#shell-completions)
+      - [Zsh Completion](#zsh-completion)
+      - [Bash Completion](#bash-completion)
+      - [Fish Completion](#fish-completion)
  - [Usage](#usage)
  - [Our approach to prompting](#our-approach-to-prompting)
  - [Examples](#examples)
@@ -73,15 +80,16 @@
      - [Clipboard Support](#clipboard-support)
  - [Meta](#meta)
    - [Primary contributors](#primary-contributors)
+    - [Contributors](#contributors)

 <br />

 ## Updates

 > [!NOTE]
-> February 24, 2025
+> April 16, 2025
 >
-> - Fabric now supports Sonnet 3.7! Update and use `-S` to select it as your default if you want, or just use the shortcut `-m claude-3-7-sonnet-latest`. Enjoy!
+> - Fabric now supports Grok (from XAI)! Update and use `-S` to select it as your default if you want, or just use the shortcut `-m grok-3-beta`. Enjoy!

 ## What and why

@@ -407,6 +415,48 @@ The great thing about Go is that it's super easy to upgrade. Just run the same c
 go install github.com/danielmiessler/fabric@latest
 ```

+### Shell Completions
+
+Fabric provides shell completion scripts for Zsh, Bash, and Fish
+shells, making it easier to use the CLI by providing tab completion
+for commands and options.
+
+#### Zsh Completion
+
+To enable Zsh completion:
+
+```bash
+# Copy the completion file to a directory in your $fpath
+mkdir -p ~/.zsh/completions
+cp completions/_fabric ~/.zsh/completions/
+
+# Add the directory to fpath in your .zshrc before compinit
+echo 'fpath=(~/.zsh/completions $fpath)' >> ~/.zshrc
+echo 'autoload -Uz compinit && compinit' >> ~/.zshrc
+```
+
+#### Bash Completion
+
+To enable Bash completion:
+
+```bash
+# Source the completion script in your .bashrc
+echo 'source /path/to/fabric/completions/fabric.bash' >> ~/.bashrc
+
+# Or copy to the system-wide bash completion directory
+sudo cp completions/fabric.bash /etc/bash_completion.d/
+```
+
+#### Fish Completion
+
+To enable Fish completion:
+
+```bash
+# Copy the completion file to the fish completions directory
+mkdir -p ~/.config/fish/completions
+cp completions/fabric.fish ~/.config/fish/completions/
+```
+
 ## Usage

 Once you have it all set up, here's how to use it.
@@ -415,7 +465,7 @@ Once you have it all set up, here's how to use it.
 fabric -h
 ```

-```bash
+```plaintext

 Usage:
  fabric [OPTIONS]
@@ -465,6 +515,7 @@ Application Options:
      --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)
+      --api-key=                    API key used to secure server routes
      --config=                     Path to YAML config file
      --version                     Print current version
      --listextensions              List all registered extensions
@@ -472,6 +523,8 @@ Application Options:
      --rmextension=                Remove a registered extension by name
      --strategy=                   Choose a strategy from the available strategies
      --liststrategies              List all strategies
+      --listvendors                 List all vendors
+      --shell-complete-list         Output raw list without headers/formatting (for shell completion)

 Help Options:
  -h, --help                        Show this help message
@@ -713,6 +766,14 @@ The Streamlit UI supports clipboard operations across different platforms:
 <a href="https://github.com/sbehrens"><img src="https://avatars.githubusercontent.com/u/688589?v=4" title="Scott Behrens" width="50" height="50"></a>
 <a href="https://github.com/agu3rra"><img src="https://avatars.githubusercontent.com/u/10410523?v=4" title="Andre Guerra" width="50" height="50"></a>

+### Contributors
+
+<a href="https://github.com/danielmiessler/fabric/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=danielmiessler/fabric" />
+</a>
+
+Made with [contrib.rocks](https://contrib.rocks).
+
 `fabric` was created by <a href="https://danielmiessler.com/subscribe" target="_blank">Daniel Miessler</a> in January of 2024.
 <br /><br />
 <a href="https://twitter.com/intent/user?screen_name=danielmiessler">![X (formerly Twitter) Follow](https://img.shields.io/twitter/follow/danielmiessler)</a>
--- a/cli/README.md
+++ b/cli/README.md
@@ -1,20 +1,25 @@
 # YAML Configuration Support

 ## Overview
+
 Fabric now supports YAML configuration files for commonly used options. This allows users to persist settings and share configurations across multiple runs.

 ## Usage
+
 Use the `--config` flag to specify a YAML configuration file:
+
 ```bash
 fabric --config ~/.config/fabric/config.yaml "Tell me about APIs"
 ```

 ## Configuration Precedence
+
 1. CLI flags (highest priority)
 2. YAML config values
 3. Default values (lowest priority)

 ## Supported Configuration Options
+
 ```yaml
 # Model selection
 model: gpt-4
@@ -36,6 +41,7 @@ raw: false
 ```

 ## Rules and Behavior
+
 - Only long flag names are supported in YAML (e.g., `temperature` not `-t`)
 - CLI flags always override YAML values
 - Unknown YAML declarations are ignored
@@ -43,12 +49,15 @@ raw: false
 - The order of YAML declarations doesn't matter

 ## Type Conversions
+
 The following string-to-type conversions are supported:
+
 - String to number: `"42"` → `42`
 - String to float: `"42.5"` → `42.5`
 - String to boolean: `"true"` → `true`

 ## Example Config
+
 ```yaml
 # ~/.config/fabric/config.yaml
 model: gpt-4
@@ -61,8 +70,8 @@ frequencypenalty: 0.2
 ```

 ## CLI Override Example
+
 ```bash
 # Override temperature from config
 fabric --config ~/.config/fabric/config.yaml --temperature 0.9 "Query"
 ```
-
--- a/cli/cli.go
+++ b/cli/cli.go
@@ -93,7 +93,7 @@ func Cli(version string) (err error) {
 	}

 	if currentFlags.ListPatterns {
-		err = fabricDb.Patterns.ListNames()
+		err = fabricDb.Patterns.ListNames(currentFlags.ShellCompleteOutput)
 		return
 	}

@@ -102,17 +102,17 @@ func Cli(version string) (err error) {
 		if models, err = registry.VendorManager.GetModels(); err != nil {
 			return
 		}
-		models.Print()
+		models.Print(currentFlags.ShellCompleteOutput)
 		return
 	}

 	if currentFlags.ListAllContexts {
-		err = fabricDb.Contexts.ListNames()
+		err = fabricDb.Contexts.ListNames(currentFlags.ShellCompleteOutput)
 		return
 	}

 	if currentFlags.ListAllSessions {
-		err = fabricDb.Sessions.ListNames()
+		err = fabricDb.Sessions.ListNames(currentFlags.ShellCompleteOutput)
 		return
 	}

@@ -160,7 +160,12 @@ func Cli(version string) (err error) {
 	}

 	if currentFlags.ListStrategies {
-		err = registry.Strategies.ListStrategies()
+		err = registry.Strategies.ListStrategies(currentFlags.ShellCompleteOutput)
+		return
+	}
+
+	if currentFlags.ListVendors {
+		err = registry.ListVendors(os.Stdout)
 		return
 	}

@@ -211,7 +216,9 @@ func Cli(version string) (err error) {
 			return
 		}

-		messageTools, err = processYoutubeVideo(currentFlags, registry, videoId)
+		if messageTools, err = processYoutubeVideo(currentFlags, registry, videoId); err != nil {
+			return
+		}
 		if !currentFlags.IsChatRequest() {
 			err = currentFlags.WriteOutput(messageTools)
 			return
--- a/cli/flags.go
+++ b/cli/flags.go
@@ -72,6 +72,8 @@ type Flags struct {
 	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"`
+	ListVendors                     bool              `long:"listvendors" description:"List all vendors"`
+	ShellCompleteOutput             bool              `long:"shell-complete-list" description:"Output raw list without headers/formatting (for shell completion)"`
 }

 var debug = false
@@ -334,7 +336,6 @@ func (o *Flags) BuildChatRequest(Meta string) (ret *common.ChatRequest, err erro

 func (o *Flags) AppendMessage(message string) {
 	o.Message = AppendMessage(o.Message, message)
-	return
 }

 func (o *Flags) IsChatRequest() (ret bool) {
--- a/common/groups_items.go
+++ b/common/groups_items.go
@@ -2,6 +2,8 @@ package common

 import (
 	"fmt"
+	"sort"
+	"strings"

 	"github.com/samber/lo"
 )
@@ -40,13 +42,43 @@ func (o *GroupsItemsSelector[I]) AddGroupItems(group string, items ...I) {
 	o.GroupsItems = append(o.GroupsItems, &GroupItems[I]{group, items})
 }

+// getSortedGroupsItems returns a new slice of GroupItems with both groups and their items
+// sorted alphabetically in a case-insensitive manner. The original GroupsItems are not modified.
+func (o *GroupsItemsSelector[I]) getSortedGroupsItems() []*GroupItems[I] {
+	// Copy and sort groups (case‑insensitive)
+	sortedGroupsItems := make([]*GroupItems[I], len(o.GroupsItems))
+	copy(sortedGroupsItems, o.GroupsItems)
+	sort.SliceStable(sortedGroupsItems, func(i, j int) bool {
+		return strings.ToLower(sortedGroupsItems[i].Group) < strings.ToLower(sortedGroupsItems[j].Group)
+	})
+
+	// For each group, sort its items
+	for i, groupItems := range sortedGroupsItems {
+		sortedItems := make([]I, len(groupItems.Items))
+		copy(sortedItems, groupItems.Items)
+		sort.SliceStable(sortedItems, func(i, j int) bool {
+			return strings.ToLower(o.GetItemKey(sortedItems[i])) < strings.ToLower(o.GetItemKey(sortedItems[j]))
+		})
+
+		// Create a new GroupItems with the sorted items
+		sortedGroupsItems[i] = &GroupItems[I]{
+			Group: groupItems.Group,
+			Items: sortedItems,
+		}
+	}
+
+	return sortedGroupsItems
+}
+
 func (o *GroupsItemsSelector[I]) GetGroupAndItemByItemNumber(number int) (group string, item I, err error) {
 	var currentItemNumber int
 	found := false

-	for _, groupItems := range o.GroupsItems {
-		if currentItemNumber+groupItems.Count() < number {
-			currentItemNumber += groupItems.Count()
+	sortedGroupsItems := o.getSortedGroupsItems()
+
+	for _, groupItems := range sortedGroupsItems {
+		if currentItemNumber+len(groupItems.Items) < number {
+			currentItemNumber += len(groupItems.Items)
 			continue
 		}

@@ -59,6 +91,10 @@ func (o *GroupsItemsSelector[I]) GetGroupAndItemByItemNumber(number int) (group
 				break
 			}
 		}
+
+		if found {
+			break
+		}
 	}

 	if !found {
@@ -67,19 +103,30 @@ func (o *GroupsItemsSelector[I]) GetGroupAndItemByItemNumber(number int) (group
 	return
 }

-func (o *GroupsItemsSelector[I]) Print() {
-	fmt.Printf("\n%v:\n", o.SelectionLabel)
+func (o *GroupsItemsSelector[I]) Print(shellCompleteList bool) {
+	// Only print the section header if not in plain output mode
+	if !shellCompleteList {
+		fmt.Printf("\n%v:\n", o.SelectionLabel)
+	}

 	var currentItemIndex int
-	for _, groupItems := range o.GroupsItems {
-		fmt.Println()
-		fmt.Printf("%s\n", groupItems.Group)
-		fmt.Println()
+	sortedGroupsItems := o.getSortedGroupsItems()
+
+	for _, groupItems := range sortedGroupsItems {
+		if !shellCompleteList {
+			fmt.Println()
+			fmt.Printf("%s\n\n", groupItems.Group)
+		}

 		for _, item := range groupItems.Items {
 			currentItemIndex++
-			fmt.Printf("\t[%d]\t%s\n", currentItemIndex, o.GetItemKey(item))
-
+			if shellCompleteList {
+				// plain mode: "index key"
+				fmt.Printf("%s\n", o.GetItemKey(item))
+			} else {
+				// formatted mode: "[index]    key"
+				fmt.Printf("\t[%d]\t%s\n", currentItemIndex, o.GetItemKey(item))
+			}
 		}
 	}
 }
--- a/completions/_fabric
+++ b/completions/_fabric
@@ -0,0 +1,111 @@
+#compdef fabric
+
+# Zsh completion for fabric CLI
+# Place this file in a directory in your $fpath (e.g. /usr/local/share/zsh/site-functions)
+
+_fabric_patterns() {
+  local -a patterns
+  patterns=(${(f)"$(fabric --listpatterns --shell-complete-list 2>/dev/null)"})
+  compadd -X "Patterns:" ${patterns}
+}
+
+_fabric_models() {
+  local -a models
+  models=(${(f)"$(fabric --listmodels --shell-complete-list 2>/dev/null)"})
+  compadd -X "Models:" ${models}
+}
+_fabric_contexts() {
+  local -a contexts
+  contexts=(${(f)"$(fabric --listcontexts --shell-complete-list 2>/dev/null)"})
+  compadd -X "Contexts:" ${contexts}
+}
+_fabric_sessions() {
+  local -a sessions
+  sessions=(${(f)"$(fabric --listsessions --shell-complete-list 2>/dev/null)"})
+  compadd -X "Sessions:" ${sessions}
+}
+_fabric_strategies() {
+  local -a strategies
+  strategies=(${(f)"$(fabric --liststrategies --shell-complete-list 2>/dev/null)"})
+  compadd -X "Strategies:" ${strategies}
+}
+
+_fabric_extensions() {
+  local -a extensions
+  extensions=(${(f)"$(fabric --listextensions --shell-complete-list 2>/dev/null)"})
+  compadd -X "Extensions:" ${extensions}
+    '(-L --listmodels)'{-L,--listmodels}'[List all available models]:list models:_fabric_models' \
+    '(-x --listcontexts)'{-x,--listcontexts}'[List all contexts]:list contexts:_fabric_contexts' \
+    '(-X --listsessions)'{-X,--listsessions}'[List all sessions]:list sessions:_fabric_sessions' \
+    '(--listextensions)--listextensions[List all registered extensions]' \
+    '(--liststrategies)--liststrategies[List all strategies]:list strategies:_fabric_strategies' \
+    '(--listvendors)--listvendors[List all vendors]' \
+  vendors=(${(f)"$(fabric --listvendors 2>/dev/null)"})
+  compadd -X "Vendors:" ${vendors}
+}
+
+_fabric() {
+  local curcontext="$curcontext" state line
+  typeset -A opt_args
+
+  _arguments -C \
+    '(-p --pattern)'{-p,--pattern}'[Choose a pattern from the available patterns]:pattern:_fabric_patterns' \
+    '(-v --variable)'{-v,--variable}'[Values for pattern variables, e.g. -v=#role:expert -v=#points:30]:variable:' \
+    '(-C --context)'{-C,--context}'[Choose a context from the available contexts]:context:_fabric_contexts' \
+    '(--session)--session[Choose a session from the available sessions]:session:_fabric_sessions' \
+    '(-a --attachment)'{-a,--attachment}'[Attachment path or URL (e.g. for OpenAI image recognition messages)]:file:_files' \
+    '(-S --setup)'{-S,--setup}'[Run setup for all reconfigurable parts of fabric]' \
+    '(-t --temperature)'{-t,--temperature}'[Set temperature (default: 0.7)]:temperature:' \
+    '(-T --topp)'{-T,--topp}'[Set top P (default: 0.9)]:topp:' \
+    '(-s --stream)'{-s,--stream}'[Stream]' \
+    '(-P --presencepenalty)'{-P,--presencepenalty}'[Set presence penalty (default: 0.0)]:presence penalty:' \
+    '(-r --raw)'{-r,--raw}'[Use the defaults of the model without sending chat options]' \
+    '(-F --frequencypenalty)'{-F,--frequencypenalty}'[Set frequency penalty (default: 0.0)]:frequency penalty:' \
+    '(-l --listpatterns)'{-l,--listpatterns}'[List all patterns]' \
+    '(-L --listmodels)'{-L,--listmodels}'[List all available models]' \
+    '(-x --listcontexts)'{-x,--listcontexts}'[List all contexts]' \
+    '(-X --listsessions)'{-X,--listsessions}'[List all sessions]' \
+    '(-U --updatepatterns)'{-U,--updatepatterns}'[Update patterns]' \
+    '(-c --copy)'{-c,--copy}'[Copy to clipboard]' \
+    '(-m --model)'{-m,--model}'[Choose model]:model:_fabric_models' \
+    '(--modelContextLength)--modelContextLength[Model context length (only affects ollama)]:length:' \
+    '(-o --output)'{-o,--output}'[Output to file]:file:_files' \
+    '(--output-session)--output-session[Output the entire session to the output file]' \
+    '(-n --latest)'{-n,--latest}'[Number of latest patterns to list (default: 0)]:number:' \
+    '(-d --changeDefaultModel)'{-d,--changeDefaultModel}'[Change default model]' \
+    '(-y --youtube)'{-y,--youtube}'[YouTube video or play list URL]:youtube url:' \
+    '(--playlist)--playlist[Prefer playlist over video if both ids are present in the URL]' \
+    '(--transcript)--transcript[Grab transcript from YouTube video and send to chat]' \
+    '(--transcript-with-timestamps)--transcript-with-timestamps[Grab transcript from YouTube video with timestamps]' \
+    '(--comments)--comments[Grab comments from YouTube video and send to chat]' \
+    '(--metadata)--metadata[Output video metadata]' \
+    '(-g --language)'{-g,--language}'[Specify the Language Code for the chat, e.g. -g=en -g=zh]:language:' \
+    '(-u --scrape_url)'{-u,--scrape_url}'[Scrape website URL to markdown using Jina AI]:url:' \
+    '(-q --scrape_question)'{-q,--scrape_question}'[Search question using Jina AI]:question:' \
+    '(-e --seed)'{-e,--seed}'[Seed to be used for LMM generation]:seed:' \
+    '(-w --wipecontext)'{-w,--wipecontext}'[Wipe context]:context:_fabric_contexts' \
+    '(-W --wipesession)'{-W,--wipesession}'[Wipe session]:session:_fabric_sessions' \
+    '(--printcontext)--printcontext[Print context]:context:_fabric_contexts' \
+    '(--printsession)--printsession[Print session]:session:_fabric_sessions' \
+    '(--readability)--readability[Convert HTML input into a clean, readable view]' \
+    '(--input-has-vars)--input-has-vars[Apply variables to user input]' \
+    '(--dry-run)--dry-run[Show what would be sent to the model without actually sending it]' \
+    '(--serve)--serve[Serve the Fabric Rest API]' \
+    '(--serveOllama)--serveOllama[Serve the Fabric Rest API with ollama endpoints]' \
+    '(--address)--address[The address to bind the REST API (default: :8080)]:address:' \
+    '(--api-key)--api-key[API key used to secure server routes]:api-key:' \
+    '(--config)--config[Path to YAML config file]:config file:_files -g "*.yaml *.yml"' \
+    '(--version)--version[Print current version]' \
+    '(--listextensions)--listextensions[List all registered extensions]' \
+    '(--addextension)--addextension[Register a new extension from config file path]:config file:_files -g "*.yaml *.yml"' \
+    '(--rmextension)--rmextension[Remove a registered extension by name]:extension:_fabric_extensions' \
+    '(--strategy)--strategy[Choose a strategy from the available strategies]:strategy:_fabric_strategies' \
+    '(--liststrategies)--liststrategies[List all strategies]' \
+    '(--listvendors)--listvendors[List all vendors]' \
+    '(--shell-complete-list)--shell-complete-list[Output raw list without headers/formatting (for shell completion)]' \
+    '(-h --help)'{-h,--help}'[Show this help message]' \
+    '*:arguments:'
+}
+
+_fabric "$@"
+
--- a/completions/fabric.bash
+++ b/completions/fabric.bash
@@ -0,0 +1,90 @@
+# Bash completion for fabric CLI
+#
+# Installation:
+# 1. Place this file in a standard completion directory, e.g.,
+#    - /etc/bash_completion.d/
+#    - /usr/local/etc/bash_completion.d/
+#    - ~/.local/share/bash-completion/completions/
+# 2. Or, source it directly in your ~/.bashrc or ~/.bash_profile:
+#    source /path/to/fabric.bash
+
+_fabric() {
+  local cur prev words cword
+  _get_comp_words_by_ref -n : cur prev words cword
+
+  # Define all possible options/flags
+  local opts="--pattern -p --variable -v --context -C --session --attachment -a --setup -S --temperature -t --topp -T --stream -s --presencepenalty -P --raw -r --frequencypenalty -F --listpatterns -l --listmodels -L --listcontexts -x --listsessions -X --updatepatterns -U --copy -c --model -m --modelContextLength --output -o --output-session --latest -n --changeDefaultModel -d --youtube -y --playlist --transcript --transcript-with-timestamps --comments --metadata --language -g --scrape_url -u --scrape_question -q --seed -e --wipecontext -w --wipesession -W --printcontext --printsession --readability --input-has-vars --dry-run --serve --serveOllama --address --api-key --config --version --listextensions --addextension --rmextension --strategy --liststrategies --listvendors --shell-complete-list --help -h"
+
+  # Helper function for dynamic completions
+  _fabric_get_list() {
+    fabric "$1" --shell-complete-list 2>/dev/null
+  }
+
+  # Handle completions based on the previous word
+  case "${prev}" in
+  -p | --pattern)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listpatterns)" -- "${cur}"))
+    return 0
+    ;;
+  -C | --context)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listcontexts)" -- "${cur}"))
+    return 0
+    ;;
+  --session)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listsessions)" -- "${cur}"))
+    return 0
+    ;;
+  -m | --model)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listmodels)" -- "${cur}"))
+    return 0
+    ;;
+  -w | --wipecontext)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listcontexts)" -- "${cur}"))
+    return 0
+    ;;
+  -W | --wipesession)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listsessions)" -- "${cur}"))
+    return 0
+    ;;
+  --printcontext)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listcontexts)" -- "${cur}"))
+    return 0
+    ;;
+  --printsession)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listsessions)" -- "${cur}"))
+    return 0
+    ;;
+  --rmextension)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --listextensions)" -- "${cur}"))
+    return 0
+    ;;
+  --strategy)
+    COMPREPLY=($(compgen -W "$(_fabric_get_list --liststrategies)" -- "${cur}"))
+    return 0
+    ;;
+  # Options requiring file/directory paths
+  -a | --attachment | -o | --output | --config | --addextension)
+    _filedir
+    return 0
+    ;;
+  # Options requiring simple arguments (no specific completion logic here)
+  -v | --variable | -t | --temperature | -T | --topp | -P | --presencepenalty | -F | --frequencypenalty | --modelContextLength | -n | --latest | -y | --youtube | -g | --language | -u | --scrape_url | -q | --scrape_question | -e | --seed | --address | --api-key)
+    # No specific completion suggestions, user types the value
+    return 0
+    ;;
+  esac
+
+  # If the current word starts with '-', suggest options
+  if [[ "${cur}" == -* ]]; then
+    COMPREPLY=($(compgen -W "${opts}" -- "${cur}"))
+    return 0
+  fi
+
+  # Default: complete files/directories if no other rule matches
+  # _filedir
+  # Or provide no completions if it's not an option or argument following a known flag
+  COMPREPLY=()
+
+}
+
+complete -F _fabric fabric
--- a/completions/fabric.fish
+++ b/completions/fabric.fish
@@ -0,0 +1,94 @@
+# Fish shell completion for fabric CLI
+#
+# Installation:
+# Copy this file to ~/.config/fish/completions/fabric.fish
+# or run:
+# mkdir -p ~/.config/fish/completions
+# cp completions/fabric.fish ~/.config/fish/completions/
+
+# Helper functions for dynamic completions
+function __fabric_get_patterns
+	fabric --listpatterns --shell-complete-list 2>/dev/null
+end
+
+function __fabric_get_models
+	fabric --listmodels --shell-complete-list 2>/dev/null
+end
+
+function __fabric_get_contexts
+	fabric --listcontexts --shell-complete-list 2>/dev/null
+end
+
+function __fabric_get_sessions
+	fabric --listsessions --shell-complete-list 2>/dev/null
+end
+
+function __fabric_get_strategies
+	fabric --liststrategies --shell-complete-list 2>/dev/null
+end
+
+function __fabric_get_extensions
+	fabric --listextensions --shell-complete-list 2>/dev/null
+end
+
+# Main completion function
+complete -c fabric -f
+
+# Flag completions with arguments
+complete -c fabric -s p -l pattern -d "Choose a pattern from the available patterns" -a "(__fabric_get_patterns)"
+complete -c fabric -s v -l variable -d "Values for pattern variables, e.g. -v=#role:expert -v=#points:30"
+complete -c fabric -s C -l context -d "Choose a context from the available contexts" -a "(__fabric_get_contexts)"
+complete -c fabric -l session -d "Choose a session from the available sessions" -a "(__fabric_get_sessions)"
+complete -c fabric -s a -l attachment -d "Attachment path or URL (e.g. for OpenAI image recognition messages)" -r
+complete -c fabric -s t -l temperature -d "Set temperature (default: 0.7)"
+complete -c fabric -s T -l topp -d "Set top P (default: 0.9)"
+complete -c fabric -s P -l presencepenalty -d "Set presence penalty (default: 0.0)"
+complete -c fabric -s F -l frequencypenalty -d "Set frequency penalty (default: 0.0)"
+complete -c fabric -s m -l model -d "Choose model" -a "(__fabric_get_models)"
+complete -c fabric -l modelContextLength -d "Model context length (only affects ollama)"
+complete -c fabric -s o -l output -d "Output to file" -r
+complete -c fabric -s n -l latest -d "Number of latest patterns to list (default: 0)"
+complete -c fabric -s y -l youtube -d "YouTube video or play list URL to grab transcript, comments from it"
+complete -c fabric -s g -l language -d "Specify the Language Code for the chat, e.g. -g=en -g=zh"
+complete -c fabric -s u -l scrape_url -d "Scrape website URL to markdown using Jina AI"
+complete -c fabric -s q -l scrape_question -d "Search question using Jina AI"
+complete -c fabric -s e -l seed -d "Seed to be used for LMM generation"
+complete -c fabric -s w -l wipecontext -d "Wipe context" -a "(__fabric_get_contexts)"
+complete -c fabric -s W -l wipesession -d "Wipe session" -a "(__fabric_get_sessions)"
+complete -c fabric -l printcontext -d "Print context" -a "(__fabric_get_contexts)"
+complete -c fabric -l printsession -d "Print session" -a "(__fabric_get_sessions)"
+complete -c fabric -l address -d "The address to bind the REST API (default: :8080)"
+complete -c fabric -l api-key -d "API key used to secure server routes"
+complete -c fabric -l config -d "Path to YAML config file" -r -a "*.yaml *.yml"
+complete -c fabric -l addextension -d "Register a new extension from config file path" -r -a "*.yaml *.yml"
+complete -c fabric -l rmextension -d "Remove a registered extension by name" -a "(__fabric_get_extensions)"
+complete -c fabric -l strategy -d "Choose a strategy from the available strategies" -a "(__fabric_get_strategies)"
+
+# Boolean flags (no arguments)
+complete -c fabric -s S -l setup -d "Run setup for all reconfigurable parts of fabric"
+complete -c fabric -s s -l stream -d "Stream"
+complete -c fabric -s r -l raw -d "Use the defaults of the model without sending chat options"
+complete -c fabric -s l -l listpatterns -d "List all patterns"
+complete -c fabric -s L -l listmodels -d "List all available models"
+complete -c fabric -s x -l listcontexts -d "List all contexts"
+complete -c fabric -s X -l listsessions -d "List all sessions"
+complete -c fabric -s U -l updatepatterns -d "Update patterns"
+complete -c fabric -s c -l copy -d "Copy to clipboard"
+complete -c fabric -l output-session -d "Output the entire session to the output file"
+complete -c fabric -s d -l changeDefaultModel -d "Change default model"
+complete -c fabric -l playlist -d "Prefer playlist over video if both ids are present in the URL"
+complete -c fabric -l transcript -d "Grab transcript from YouTube video and send to chat"
+complete -c fabric -l transcript-with-timestamps -d "Grab transcript from YouTube video with timestamps"
+complete -c fabric -l comments -d "Grab comments from YouTube video and send to chat"
+complete -c fabric -l metadata -d "Output video metadata"
+complete -c fabric -l readability -d "Convert HTML input into a clean, readable view"
+complete -c fabric -l input-has-vars -d "Apply variables to user input"
+complete -c fabric -l dry-run -d "Show what would be sent to the model without actually sending it"
+complete -c fabric -l serve -d "Serve the Fabric Rest API"
+complete -c fabric -l serveOllama -d "Serve the Fabric Rest API with ollama endpoints"
+complete -c fabric -l version -d "Print current version"
+complete -c fabric -l listextensions -d "List all registered extensions"
+complete -c fabric -l liststrategies -d "List all strategies"
+complete -c fabric -l listvendors -d "List all vendors"
+complete -c fabric -l shell-complete-list -d "Output raw list without headers/formatting (for shell completion)"
+complete -c fabric -s h -l help -d "Show this help message"
--- a/core/chatter.go
+++ b/core/chatter.go
@@ -192,17 +192,19 @@ func (o *Chatter) BuildSession(request *common.ChatRequest, raw bool) (session *
 	}

 	if raw {
-		if request.Message != nil {
-			if systemMessage != "" {
-				request.Message.Content = systemMessage
-				// system contains pattern which contains user input
+		// In raw mode, combine system message (potentially with strategy) and user message into a single user message
+		if systemMessage != "" {
+			if request.Message != nil {
+				// Prepend system message to user content, ensuring user input is preserved
+				request.Message.Content = fmt.Sprintf("%s\n\n%s", systemMessage, request.Message.Content)
+				request.Message.Role = goopenai.ChatMessageRoleUser // Ensure role is User in raw mode
+			} else {
+				// If no user message, create one with the system content, marked as User role
+				request.Message = &goopenai.ChatCompletionMessage{Role: goopenai.ChatMessageRoleUser, Content: systemMessage}
 			}
-		} else {
-			if systemMessage != "" {
-				request.Message = &goopenai.ChatCompletionMessage{Role: goopenai.ChatMessageRoleSystem, Content: systemMessage}
-			}
-		}
+		} // else: no system message, user message (if any) remains unchanged
 	} else {
+		// Not raw mode, append system message separately if it exists
 		if systemMessage != "" {
 			session.Append(&goopenai.ChatCompletionMessage{Role: goopenai.ChatMessageRoleSystem, Content: systemMessage})
 		}
--- a/core/plugin_registry.go
+++ b/core/plugin_registry.go
@@ -3,9 +3,12 @@ package core
 import (
 	"bytes"
 	"fmt"
+	"io"
 	"os"
 	"path/filepath"
+	"sort"
 	"strconv"
+	"strings"

 	"github.com/danielmiessler/fabric/plugins/ai/exolab"
 	"github.com/danielmiessler/fabric/plugins/strategy"
@@ -17,17 +20,12 @@ import (
 	"github.com/danielmiessler/fabric/plugins/ai"
 	"github.com/danielmiessler/fabric/plugins/ai/anthropic"
 	"github.com/danielmiessler/fabric/plugins/ai/azure"
-	"github.com/danielmiessler/fabric/plugins/ai/deepseek"
 	"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"
 	"github.com/danielmiessler/fabric/plugins/ai/openai"
-	"github.com/danielmiessler/fabric/plugins/ai/openrouter"
-	"github.com/danielmiessler/fabric/plugins/ai/siliconcloud"
+	"github.com/danielmiessler/fabric/plugins/ai/openai_compatible"
 	"github.com/danielmiessler/fabric/plugins/db/fsdb"
 	"github.com/danielmiessler/fabric/plugins/template"
 	"github.com/danielmiessler/fabric/plugins/tools"
@@ -56,27 +54,49 @@ func NewPluginRegistry(db *fsdb.Db) (ret *PluginRegistry, err error) {

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

-	ret.VendorsAll.AddVendors(
+	// Create a vendors slice to hold all vendors (order doesn't matter initially)
+	vendors := []ai.Vendor{}
+
+	// Add non-OpenAI compatible clients
+	vendors = append(vendors,
 		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(),
-		litellm.NewClient(),
 	)
+
+	// Add all OpenAI-compatible providers
+	for providerName := range openai_compatible.ProviderMap {
+		provider, _ := openai_compatible.GetProviderByName(providerName)
+		vendors = append(vendors, openai_compatible.NewClient(provider))
+	}
+
+	// Sort vendors by name for consistent ordering (case-insensitive)
+	sort.Slice(vendors, func(i, j int) bool {
+		return strings.ToLower(vendors[i].GetName()) < strings.ToLower(vendors[j].GetName())
+	})
+
+	// Add all sorted vendors to VendorsAll
+	ret.VendorsAll.AddVendors(vendors...)
 	_ = ret.Configure()

 	return
 }

+func (o *PluginRegistry) ListVendors(out io.Writer) error {
+	vendors := lo.Map(o.VendorsAll.Vendors, func(vendor ai.Vendor, _ int) string {
+		return vendor.GetName()
+	})
+	fmt.Fprint(out, "Available Vendors:\n\n")
+	for _, vendor := range vendors {
+		fmt.Fprintf(out, "%s\n", vendor)
+	}
+	return nil
+}
+
 type PluginRegistry struct {
 	Db *fsdb.Db

@@ -129,10 +149,10 @@ func (o *PluginRegistry) Setup() (err error) {
 			return vendor
 		})...)

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

 	for {
-		groupsPlugins.Print()
+		groupsPlugins.Print(false)

 		if answerErr := setupQuestion.Ask("Plugin Number"); answerErr != nil {
 			break
--- a/flake.lock
+++ b/flake.lock
@@ -26,11 +26,11 @@
        ]
      },
      "locked": {
-        "lastModified": 1733668782,
-        "narHash": "sha256-tPsqU00FhgdFr0JiQUiBMgPVbl1jbPCY5gbFiJycL3I=",
+        "lastModified": 1742209644,
+        "narHash": "sha256-jMy1XqXqD0/tJprEbUmKilTkvbDY/C0ZGSsJJH4TNCE=",
        "owner": "nix-community",
        "repo": "gomod2nix",
-        "rev": "514283ec89c39ad0079ff2f3b1437404e4cba608",
+        "rev": "8f3534eb8f6c5c3fce799376dc3b91bae6b11884",
        "type": "github"
      },
      "original": {
@@ -41,11 +41,11 @@
    },
    "nixpkgs": {
      "locked": {
-        "lastModified": 1736344531,
-        "narHash": "sha256-8YVQ9ZbSfuUk2bUf2KRj60NRraLPKPS0Q4QFTbc+c2c=",
+        "lastModified": 1745234285,
+        "narHash": "sha256-GfpyMzxwkfgRVN0cTGQSkTC0OHhEkv3Jf6Tcjm//qZ0=",
        "owner": "nixos",
        "repo": "nixpkgs",
-        "rev": "bffc22eb12172e6db3c5dde9e3e5628f8e3e7912",
+        "rev": "c11863f1e964833214b767f4a369c6e6a7aba141",
        "type": "github"
      },
      "original": {
@@ -100,11 +100,11 @@
        ]
      },
      "locked": {
-        "lastModified": 1736154270,
-        "narHash": "sha256-p2r8xhQZ3TYIEKBoiEhllKWQqWNJNoT9v64Vmg4q8Zw=",
+        "lastModified": 1744961264,
+        "narHash": "sha256-aRmUh0AMwcbdjJHnytg1e5h5ECcaWtIFQa6d9gI85AI=",
        "owner": "numtide",
        "repo": "treefmt-nix",
-        "rev": "13c913f5deb3a5c08bb810efd89dc8cb24dd968b",
+        "rev": "8d404a69efe76146368885110f29a2ca3700bee6",
        "type": "github"
      },
      "original": {
--- a/flake.nix
+++ b/flake.nix
@@ -28,6 +28,8 @@
    let
      forAllSystems = nixpkgs.lib.genAttrs (import systems);

+      getGoVersion = system: nixpkgs.legacyPackages.${system}.go_1_24;
+
      treefmtEval = forAllSystems (
        system:
        let
@@ -47,10 +49,14 @@
        system:
        let
          pkgs = nixpkgs.legacyPackages.${system};
-          goEnv = gomod2nix.legacyPackages.${system}.mkGoEnv { pwd = ./.; };
+          goVersion = getGoVersion system;
+          goEnv = gomod2nix.legacyPackages.${system}.mkGoEnv {
+            pwd = ./.;
+            go = goVersion;
+          };
        in
        import ./nix/shell.nix {
-          inherit pkgs goEnv;
+          inherit pkgs goEnv goVersion;
          inherit (gomod2nix.legacyPackages.${system}) gomod2nix;
        }
      );
@@ -59,10 +65,12 @@
        system:
        let
          pkgs = nixpkgs.legacyPackages.${system};
+          goVersion = getGoVersion system;
        in
        {
          default = self.packages.${system}.fabric;
          fabric = pkgs.callPackage ./nix/pkgs/fabric {
+            go = goVersion;
            inherit (gomod2nix.legacyPackages.${system}) buildGoApplication;
          };
          inherit (gomod2nix.legacyPackages.${system}) gomod2nix;
--- a/go.mod
+++ b/go.mod
@@ -1,65 +1,67 @@
 module github.com/danielmiessler/fabric

-go 1.23.4
+go 1.24.0
+
+toolchain go1.24.2

 require (
 	github.com/anaskhan96/soup v1.2.5
-	github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.11
+	github.com/anthropics/anthropic-sdk-go v0.2.0-beta.3
 	github.com/atotto/clipboard v0.1.4
-	github.com/gabriel-vasile/mimetype v1.4.8
+	github.com/gabriel-vasile/mimetype v1.4.9
 	github.com/gin-gonic/gin v1.10.0
-	github.com/go-git/go-git/v5 v5.13.2
+	github.com/go-git/go-git/v5 v5.16.0
 	github.com/go-shiori/go-readability v0.0.0-20250217085726-9f5bf5ca7612
 	github.com/google/generative-ai-go v0.19.0
 	github.com/jessevdk/go-flags v1.6.1
 	github.com/joho/godotenv v1.5.1
-	github.com/ollama/ollama v0.5.12
+	github.com/ollama/ollama v0.6.6
 	github.com/otiai10/copy v1.14.1
 	github.com/pkg/errors v0.9.1
 	github.com/samber/lo v1.49.1
-	github.com/sashabaranov/go-openai v1.38.0
+	github.com/sashabaranov/go-openai v1.38.2
 	github.com/stretchr/testify v1.10.0
-	golang.org/x/text v0.22.0
-	google.golang.org/api v0.223.0
+	golang.org/x/text v0.24.0
+	google.golang.org/api v0.230.0
 	gopkg.in/yaml.v2 v2.4.0
 	gopkg.in/yaml.v3 v3.0.1
 )

 require (
-	cloud.google.com/go v0.118.3 // indirect
-	cloud.google.com/go/ai v0.10.0 // indirect
-	cloud.google.com/go/auth v0.15.0 // indirect
-	cloud.google.com/go/auth/oauth2adapt v0.2.7 // indirect
+	cloud.google.com/go v0.120.1 // indirect
+	cloud.google.com/go/ai v0.10.2 // indirect
+	cloud.google.com/go/auth v0.16.1 // indirect
+	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
 	cloud.google.com/go/compute/metadata v0.6.0 // indirect
-	cloud.google.com/go/longrunning v0.6.4 // indirect
+	cloud.google.com/go/longrunning v0.6.7 // indirect
 	dario.cat/mergo v1.0.1 // indirect
 	github.com/Microsoft/go-winio v0.6.2 // indirect
-	github.com/ProtonMail/go-crypto v1.1.5 // indirect
+	github.com/ProtonMail/go-crypto v1.2.0 // indirect
 	github.com/andybalholm/cascadia v1.3.3 // indirect
 	github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de // indirect
-	github.com/bytedance/sonic v1.12.9 // indirect
-	github.com/bytedance/sonic/loader v0.2.3 // indirect
-	github.com/cloudflare/circl v1.6.0 // indirect
+	github.com/bytedance/sonic v1.13.2 // indirect
+	github.com/bytedance/sonic/loader v0.2.4 // indirect
+	github.com/cloudflare/circl v1.6.1 // indirect
 	github.com/cloudwego/base64x v0.1.5 // indirect
 	github.com/cyphar/filepath-securejoin v0.4.1 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/emirpasic/gods v1.18.1 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
-	github.com/gin-contrib/sse v1.0.0 // indirect
+	github.com/gin-contrib/sse v1.1.0 // indirect
 	github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect
 	github.com/go-git/go-billy/v5 v5.6.2 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
-	github.com/go-playground/validator/v10 v10.25.0 // indirect
+	github.com/go-playground/validator/v10 v10.26.0 // indirect
 	github.com/go-shiori/dom v0.0.0-20230515143342-73569d674e1c // indirect
 	github.com/goccy/go-json v0.10.5 // indirect
 	github.com/gogs/chardet v0.0.0-20211120154057-b7413eaefb8f // indirect
 	github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect
 	github.com/google/s2a-go v0.1.9 // indirect
 	github.com/google/uuid v1.6.0 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.4 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.6 // indirect
 	github.com/googleapis/gax-go/v2 v2.14.1 // indirect
 	github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
@@ -70,7 +72,7 @@ require (
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/otiai10/mint v1.6.3 // indirect
-	github.com/pelletier/go-toml/v2 v2.2.3 // indirect
+	github.com/pelletier/go-toml/v2 v2.2.4 // indirect
 	github.com/pjbgf/sha1cd v0.3.2 // indirect
 	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3 // indirect
@@ -83,21 +85,21 @@ require (
 	github.com/ugorji/go/codec v1.2.12 // indirect
 	github.com/xanzy/ssh-agent v0.3.3 // indirect
 	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 // indirect
-	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 // indirect
-	go.opentelemetry.io/otel v1.34.0 // indirect
-	go.opentelemetry.io/otel/metric v1.34.0 // indirect
-	go.opentelemetry.io/otel/trace v1.34.0 // indirect
-	golang.org/x/arch v0.14.0 // indirect
-	golang.org/x/crypto v0.35.0 // indirect
-	golang.org/x/net v0.36.0 // indirect
-	golang.org/x/oauth2 v0.27.0 // indirect
-	golang.org/x/sync v0.11.0 // indirect
-	golang.org/x/sys v0.30.0 // indirect
-	golang.org/x/time v0.10.0 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20250224174004-546df14abb99 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250224174004-546df14abb99 // indirect
-	google.golang.org/grpc v1.70.0 // indirect
-	google.golang.org/protobuf v1.36.5 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.60.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.60.0 // indirect
+	go.opentelemetry.io/otel v1.35.0 // indirect
+	go.opentelemetry.io/otel/metric v1.35.0 // indirect
+	go.opentelemetry.io/otel/trace v1.35.0 // indirect
+	golang.org/x/arch v0.16.0 // indirect
+	golang.org/x/crypto v0.37.0 // indirect
+	golang.org/x/net v0.39.0 // indirect
+	golang.org/x/oauth2 v0.29.0 // indirect
+	golang.org/x/sync v0.13.0 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	golang.org/x/time v0.11.0 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250422160041-2d3770c4ea7f // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250422160041-2d3770c4ea7f // indirect
+	google.golang.org/grpc v1.72.0 // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
 	gopkg.in/warnings.v0 v0.1.2 // indirect
 )
--- a/go.sum
+++ b/go.sum
@@ -1,43 +1,43 @@
-cloud.google.com/go v0.118.3 h1:jsypSnrE/w4mJysioGdMBg4MiW/hHx/sArFpaBWHdME=
-cloud.google.com/go v0.118.3/go.mod h1:Lhs3YLnBlwJ4KA6nuObNMZ/fCbOQBPuWKPoE0Wa/9Vc=
-cloud.google.com/go/ai v0.10.0 h1:hwj6CI6sMKubXodoJJGTy/c2T1RbbLGM6TL3QoAvzU8=
-cloud.google.com/go/ai v0.10.0/go.mod h1:kvnt2KeHqX8+41PVeMRBETDyQAp/RFvBWGdx/aGjNMo=
-cloud.google.com/go/auth v0.15.0 h1:Ly0u4aA5vG/fsSsxu98qCQBemXtAtJf+95z9HK+cxps=
-cloud.google.com/go/auth v0.15.0/go.mod h1:WJDGqZ1o9E9wKIL+IwStfyn/+s59zl4Bi+1KQNVXLZ8=
-cloud.google.com/go/auth/oauth2adapt v0.2.7 h1:/Lc7xODdqcEw8IrZ9SvwnlLX6j9FHQM74z6cBk9Rw6M=
-cloud.google.com/go/auth/oauth2adapt v0.2.7/go.mod h1:NTbTTzfvPl1Y3V1nPpOgl2w6d/FjO7NNUQaWSox6ZMc=
+cloud.google.com/go v0.120.1 h1:Z+5V7yd383+9617XDCyszmK5E4wJRJL+tquMfDj9hLM=
+cloud.google.com/go v0.120.1/go.mod h1:56Vs7sf/i2jYM6ZL9NYlC82r04PThNcPS5YgFmb0rp8=
+cloud.google.com/go/ai v0.10.2 h1:5NHzmZlRs+3kvlsVdjT0cTnLrjQdROJ/8VOljVfs+8o=
+cloud.google.com/go/ai v0.10.2/go.mod h1:xZuZuE9d3RgsR132meCnPadiU9XV0qXjpLr+P4J46eE=
+cloud.google.com/go/auth v0.16.1 h1:XrXauHMd30LhQYVRHLGvJiYeczweKQXZxsTbV9TiguU=
+cloud.google.com/go/auth v0.16.1/go.mod h1:1howDHJ5IETh/LwYs3ZxvlkXF48aSqqJUM+5o02dNOI=
+cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
+cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
 cloud.google.com/go/compute/metadata v0.6.0 h1:A6hENjEsCDtC1k8byVsgwvVcioamEHvZ4j01OwKxG9I=
 cloud.google.com/go/compute/metadata v0.6.0/go.mod h1:FjyFAW1MW0C203CEOMDTu3Dk1FlqW3Rga40jzHL4hfg=
-cloud.google.com/go/longrunning v0.6.4 h1:3tyw9rO3E2XVXzSApn1gyEEnH2K9SynNQjMlBi3uHLg=
-cloud.google.com/go/longrunning v0.6.4/go.mod h1:ttZpLCe6e7EXvn9OxpBRx7kZEB0efv8yBO6YnVMfhJs=
+cloud.google.com/go/longrunning v0.6.7 h1:IGtfDWHhQCgCjwQjV9iiLnUta9LBCo8R9QmAFsS/PrE=
+cloud.google.com/go/longrunning v0.6.7/go.mod h1:EAFV3IZAKmM56TyiE6VAP3VoTzhZzySwI/YI1s/nRsY=
 dario.cat/mergo v1.0.1 h1:Ra4+bf83h2ztPIQYNP99R6m+Y7KfnARDfID+a+vLl4s=
 dario.cat/mergo v1.0.1/go.mod h1:uNxQE+84aUszobStD9th8a29P2fMDhsBdgRYvZOxGmk=
 github.com/Microsoft/go-winio v0.5.2/go.mod h1:WpS1mjBmmwHBEWmogvA2mj8546UReBk4v8QkMxJ6pZY=
 github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERoyfY=
 github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU=
-github.com/ProtonMail/go-crypto v1.1.5 h1:eoAQfK2dwL+tFSFpr7TbOaPNUbPiJj4fLYwwGE1FQO4=
-github.com/ProtonMail/go-crypto v1.1.5/go.mod h1:rA3QumHc/FZ8pAHreoekgiAbzpNsfQAosU5td4SnOrE=
+github.com/ProtonMail/go-crypto v1.2.0 h1:+PhXXn4SPGd+qk76TlEePBfOfivE0zkWFenhGhFLzWs=
+github.com/ProtonMail/go-crypto v1.2.0/go.mod h1:9whxjD8Rbs29b4XWbB8irEcE8KHMqaR2e7GWU1R+/PE=
 github.com/anaskhan96/soup v1.2.5 h1:V/FHiusdTrPrdF4iA1YkVxsOpdNcgvqT1hG+YtcZ5hM=
 github.com/anaskhan96/soup v1.2.5/go.mod h1:6YnEp9A2yywlYdM4EgDz9NEHclocMepEtku7wg6Cq3s=
 github.com/andybalholm/cascadia v1.3.3 h1:AG2YHrzJIm4BZ19iwJ/DAua6Btl3IwJX+VI4kktS1LM=
 github.com/andybalholm/cascadia v1.3.3/go.mod h1:xNd9bqTn98Ln4DwST8/nG+H0yuB8Hmgu1YHNnWw0GeA=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be h1:9AeTilPcZAjCFIImctFaOjnTIavg87rW78vTPkQqLI8=
 github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be/go.mod h1:ySMOLuWl6zY27l47sB3qLNK6tF2fkHG55UZxx8oIVo4=
-github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.11 h1:O3/AMObKntZyu1KH6Xks6E0gbE8w6HVaKHE+/vXARzM=
-github.com/anthropics/anthropic-sdk-go v0.2.0-alpha.11/go.mod h1:GJxtdOs9K4neo8Gg65CjJ7jNautmldGli5/OFNabOoo=
+github.com/anthropics/anthropic-sdk-go v0.2.0-beta.3 h1:b5t1ZJMvV/l99y4jbz7kRFdUp3BSDkI8EhSlHczivtw=
+github.com/anthropics/anthropic-sdk-go v0.2.0-beta.3/go.mod h1:AapDW22irxK2PSumZiQXYUFvsdQgkwIWlpESweWZI/c=
 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de h1:FxWPpzIjnTlhPwqqXc4/vE0f7GvRjuAsbW+HOIe8KnA=
 github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de/go.mod h1:DCaWoUhZrYW9p1lxo/cm8EmUOOzAPSEZNGF2DK1dJgw=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPdPJAN/hZIm0C4OItdklCFmMRWYpio=
 github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs=
 github.com/atotto/clipboard v0.1.4 h1:EH0zSVneZPSuFR11BlR9YppQTVDbh5+16AmcJi4g1z4=
 github.com/atotto/clipboard v0.1.4/go.mod h1:ZY9tmq7sm5xIbd9bOK4onWV4S6X0u6GY7Vn0Yu86PYI=
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@@ -46,16 +46,16 @@ github.com/cyphar/filepath-securejoin v0.4.1/go.mod h1:Sdj7gXlvMcPZsbhwhQ33GguGL
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@@ -66,8 +66,8 @@ github.com/go-git/go-billy/v5 v5.6.2 h1:6Q86EsPXMa7c3YZ3aLAQsMA0VlWmy43r6FHqa/UN
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@@ -79,8 +79,8 @@ github.com/go-playground/locales v0.14.1 h1:EWaQ/wswjilfKLTECiXz7Rh+3BjFhfDFKv/o
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@@ -103,8 +103,8 @@ github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
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@@ -138,16 +138,16 @@ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w
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@@ -155,12 +155,12 @@ github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINE
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@@ -170,7 +170,6 @@ github.com/skeema/knownhosts v1.3.1/go.mod h1:r7KTdC8l4uxWRyK2TpQZ/1o5HaSzh06ePQ
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@@ -179,7 +178,6 @@ github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
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@@ -201,22 +199,22 @@ github.com/xanzy/ssh-agent v0.3.3/go.mod h1:6dzNDKs0J9rVPHPhaGCukekBHKqfl+L3KghI
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-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 h1:rgMkmiGfix9vFJDcDi1PK8WEQP4FLQwLDfhp5ZLpFeE=
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-go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 h1:CV7UdSGJt/Ao6Gp4CXckLxVRRsRgDHoI8XjbL3PDl8s=
-go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0/go.mod h1:FRmFuRJfag1IZ2dPkHnEoSFVgTVPUd2qf5Vi69hLb8I=
-go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
-go.opentelemetry.io/otel v1.34.0/go.mod h1:OWFPOQ+h4G8xpyjgqo4SxJYdDQ/qmRH+wivy7zzx9oI=
-go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
-go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX3dmaIhwPOaqHE=
-go.opentelemetry.io/otel/sdk v1.34.0 h1:95zS4k/2GOy069d321O8jWgYsW3MzVV+KuSPKp7Wr1A=
-go.opentelemetry.io/otel/sdk v1.34.0/go.mod h1:0e/pNiaMAqaykJGKbi+tSjWfNNHMTxoC9qANsCzbyxU=
-go.opentelemetry.io/otel/sdk/metric v1.32.0 h1:rZvFnvmvawYb0alrYkjraqJq0Z4ZUJAiyYCU9snn1CU=
-go.opentelemetry.io/otel/sdk/metric v1.32.0/go.mod h1:PWeZlq0zt9YkYAp3gjKZ0eicRYvOh1Gd+X99x6GHpCQ=
-go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
-go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
-golang.org/x/arch v0.14.0 h1:z9JUEZWr8x4rR0OU6c4/4t6E6jOZ8/QBS2bBYBm4tx4=
-golang.org/x/arch v0.14.0/go.mod h1:FEVrYAQjsQXMVJ1nsMoVVXPZg6p2JE2mx8psSWTDQys=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.60.0 h1:x7wzEgXfnzJcHDwStJT+mxOz4etr2EcexjqhBvmoakw=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.60.0/go.mod h1:rg+RlpR5dKwaS95IyyZqj5Wd4E13lk/msnTS0Xl9lJM=
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.60.0 h1:sbiXRNDSWJOTobXh5HyQKjq6wUC5tNybqjIqDpAY4CU=
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.60.0/go.mod h1:69uWxva0WgAA/4bu2Yy70SLDBwZXuQ6PbBpbsa5iZrQ=
+go.opentelemetry.io/otel v1.35.0 h1:xKWKPxrxB6OtMCbmMY021CqC45J+3Onta9MqjhnusiQ=
+go.opentelemetry.io/otel v1.35.0/go.mod h1:UEqy8Zp11hpkUrL73gSlELM0DupHoiq72dR+Zqel/+Y=
+go.opentelemetry.io/otel/metric v1.35.0 h1:0znxYu2SNyuMSQT4Y9WDWej0VpcsxkuklLa4/siN90M=
+go.opentelemetry.io/otel/metric v1.35.0/go.mod h1:nKVFgxBZ2fReX6IlyW28MgZojkoAkJGaE8CpgeAU3oE=
+go.opentelemetry.io/otel/sdk v1.35.0 h1:iPctf8iprVySXSKJffSS79eOjl9pvxV9ZqOWT0QejKY=
+go.opentelemetry.io/otel/sdk v1.35.0/go.mod h1:+ga1bZliga3DxJ3CQGg3updiaAJoNECOgJREo9KHGQg=
+go.opentelemetry.io/otel/sdk/metric v1.35.0 h1:1RriWBmCKgkeHEhM7a2uMjMUfP7MsOF5JpUCaEqEI9o=
+go.opentelemetry.io/otel/sdk/metric v1.35.0/go.mod h1:is6XYCUMpcKi+ZsOvfluY5YstFnhW0BidkR+gL+qN+w=
+go.opentelemetry.io/otel/trace v1.35.0 h1:dPpEfJu1sDIqruz7BHFG3c7528f6ddfSWfFDVt/xgMs=
+go.opentelemetry.io/otel/trace v1.35.0/go.mod h1:WUk7DtFp1Aw2MkvqGdwiXYDZZNvA/1J8o6xRXLrIkyc=
+golang.org/x/arch v0.16.0 h1:foMtLTdyOmIniqWCHjY6+JxuC54XP1fDwx4N0ASyW+U=
+golang.org/x/arch v0.16.0/go.mod h1:JmwW7aLIoRUKgaTzhkiEFxvcEiQGyOg9BMonBJUS7EE=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20220622213112-05595931fe9d/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
@@ -224,10 +222,10 @@ golang.org/x/crypto v0.13.0/go.mod h1:y6Z2r+Rw4iayiXXAIxJIDAJ1zMW4yaTpebo8fPOliY
 golang.org/x/crypto v0.19.0/go.mod h1:Iy9bg/ha4yyC70EfRS8jz+B6ybOBKMaSxLj6P6oBDfU=
 golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
 golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
-golang.org/x/crypto v0.35.0 h1:b15kiHdrGCHrP6LvwaQ3c03kgNhhiMgvlhxHQhmg2Xs=
-golang.org/x/crypto v0.35.0/go.mod h1:dy7dXNW32cAb/6/PRuTNsix8T+vJAqvuIy5Bli/x0YQ=
-golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 h1:2dVuKD2vS7b0QIHQbpyTISPd0LeHDbnYEryqj5Q1ug8=
-golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56/go.mod h1:M4RDyNAINzryxdtnbRXRL/OHtkFuWGRjvuhBJpk2IlY=
+golang.org/x/crypto v0.37.0 h1:kJNSjF/Xp7kU0iB2Z+9viTPMW4EqqsrywMXLJOOsXSE=
+golang.org/x/crypto v0.37.0/go.mod h1:vg+k43peMZ0pUMhYmVAWysMK35e6ioLh3wB8ZCAfbVc=
+golang.org/x/exp v0.0.0-20250218142911-aa4b98e5adaa h1:t2QcU6V556bFjYgu4L6C+6VrCPyJZ+eyRsABUPs1mz4=
+golang.org/x/exp v0.0.0-20250218142911-aa4b98e5adaa/go.mod h1:BHOTPb3L19zxehTsLoJXVaTktb06DFgmdW6Wb9s8jqk=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
 golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.12.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
@@ -244,10 +242,10 @@ golang.org/x/net v0.15.0/go.mod h1:idbUs1IY1+zTqbi8yxTbhexhEEk5ur9LInksu6HrEpk=
 golang.org/x/net v0.21.0/go.mod h1:bIjVDfnllIU7BJ2DNgfnXvpSvtn8VRwhlsaeUTyUS44=
 golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
 golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
-golang.org/x/net v0.36.0 h1:vWF2fRbw4qslQsQzgFqZff+BItCvGFQqKzKIzx1rmoA=
-golang.org/x/net v0.36.0/go.mod h1:bFmbeoIPfrw4sMHNhb4J9f6+tPziuGjq7Jk/38fxi1I=
-golang.org/x/oauth2 v0.27.0 h1:da9Vo7/tDv5RH/7nZDz1eMGS/q1Vv1N/7FCrBhI9I3M=
-golang.org/x/oauth2 v0.27.0/go.mod h1:onh5ek6nERTohokkhCD/y2cV4Do3fxFHFuAejCkRWT8=
+golang.org/x/net v0.39.0 h1:ZCu7HMWDxpXpaiKdhzIfaltL9Lp31x/3fCP11bc6/fY=
+golang.org/x/net v0.39.0/go.mod h1:X7NRbYVEA+ewNkCNyJ513WmMdQ3BineSwVtN2zD/d+E=
+golang.org/x/oauth2 v0.29.0 h1:WdYw2tdTK1S8olAzWHdgeqfy+Mtm9XNhv/xJsY65d98=
+golang.org/x/oauth2 v0.29.0/go.mod h1:onh5ek6nERTohokkhCD/y2cV4Do3fxFHFuAejCkRWT8=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -255,8 +253,8 @@ golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y=
 golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sync v0.7.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sync v0.10.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
-golang.org/x/sync v0.11.0 h1:GGz8+XQP4FvTTrjZPzNKTMFtSXH80RAzG+5ghFPgK9w=
-golang.org/x/sync v0.11.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
+golang.org/x/sync v0.13.0 h1:AauUjRAJ9OSnvULf/ARrrVywoJDy0YS2AwQ98I37610=
+golang.org/x/sync v0.13.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
 golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -273,8 +271,8 @@ golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.17.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.28.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/sys v0.30.0 h1:QjkSwP/36a20jFYWkSue1YwXzLmsV5Gfq7Eiy72C1uc=
-golang.org/x/sys v0.30.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.32.0 h1:s77OFDvIQeibCmezSnk/q6iAfkdiQaJi4VzroCFrN20=
+golang.org/x/sys v0.32.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
 golang.org/x/telemetry v0.0.0-20240228155512-f48c80bd79b2/go.mod h1:TeRTkGYfJXctD9OcfyVLyj2J3IxLnKwHJR8f4D8a3YE=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
@@ -284,8 +282,8 @@ golang.org/x/term v0.12.0/go.mod h1:owVbMEjm3cBLCHdkQu9b1opXd4ETQWc3BhuQGKgXgvU=
 golang.org/x/term v0.17.0/go.mod h1:lLRBjIVuehSbZlaOtGMbcMncT+aqLLLmKrsjNrUguwk=
 golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
 golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
-golang.org/x/term v0.29.0 h1:L6pJp37ocefwRRtYPKSWOWzOtWSxVajvz2ldH/xi3iU=
-golang.org/x/term v0.29.0/go.mod h1:6bl4lRlvVuDgSf3179VpIxBF0o10JUpXWOnI7nErv7s=
+golang.org/x/term v0.31.0 h1:erwDkOK1Msy6offm1mOgvspSkslFnIGsFnxOKoufg3o=
+golang.org/x/term v0.31.0/go.mod h1:R4BeIy7D95HzImkxGkTW1UQTtP54tio2RyHz7PwK0aw=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@@ -296,10 +294,10 @@ golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
 golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
-golang.org/x/text v0.22.0 h1:bofq7m3/HAFvbF51jz3Q9wLg3jkvSPuiZu/pD1XwgtM=
-golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
-golang.org/x/time v0.10.0 h1:3usCWA8tQn0L8+hFJQNgzpWbd89begxN66o1Ojdn5L4=
-golang.org/x/time v0.10.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
+golang.org/x/text v0.24.0 h1:dd5Bzh4yt5KYA8f9CJHCP4FB4D51c2c6JvN37xJJkJ0=
+golang.org/x/text v0.24.0/go.mod h1:L8rBsPeo2pSS+xqN0d5u2ikmjtmoJbDBT1b7nHvFCdU=
+golang.org/x/time v0.11.0 h1:/bpjEDfN9tkoN/ryeYHnv5hcMlc8ncjMcM4XBk5NWV0=
+golang.org/x/time v0.11.0/go.mod h1:CDIdPxbZBQxdj6cxyCIdrNogrJKMJ7pr37NYpMcMDSg=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
@@ -307,16 +305,16 @@ golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
 golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
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 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/api v0.223.0 h1:JUTaWEriXmEy5AhvdMgksGGPEFsYfUKaPEYXd4c3Wvc=
-google.golang.org/api v0.223.0/go.mod h1:C+RS7Z+dDwds2b+zoAk5hN/eSfsiCn0UDrYof/M4d2M=
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+google.golang.org/grpc v1.72.0/go.mod h1:wH5Aktxcg25y1I3w7H69nHfXdOG3UiadoBtjh3izSDM=
+google.golang.org/protobuf v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
+google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
--- a/nix/pkgs/fabric/default.nix
+++ b/nix/pkgs/fabric/default.nix
@@ -1,6 +1,7 @@
 {
  lib,
  buildGoApplication,
+  go,
 }:

 buildGoApplication {
@@ -17,6 +18,8 @@ buildGoApplication {
    "-w"
  ];

+  inherit go;
+
  meta = with lib; {
    description = "Fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere";
    homepage = "https://github.com/danielmiessler/fabric";
--- a/nix/pkgs/fabric/gomod2nix.toml
+++ b/nix/pkgs/fabric/gomod2nix.toml
@@ -2,23 +2,23 @@ schema = 3

 [mod]
  [mod."cloud.google.com/go"]
-    version = "v0.118.3"
-    hash = "sha256-y3YHioDLx9/asf2AWuincnq4BVO2S/GQFxpa1dEpxKs="
+    version = "v0.120.1"
+    hash = "sha256-yWaLc06rGXk16K53rix8O4uPSX+AOZDgIpIXf+wlh10="
  [mod."cloud.google.com/go/ai"]
-    version = "v0.10.0"
-    hash = "sha256-huE2q1HBA6d9FQ152HFQhOe9fX0QlLFVuFO3XAfln8U="
+    version = "v0.10.2"
+    hash = "sha256-bsqvdylG8kk+AHtyvMRMv1TOjUmvONAgJ+14mKcwuzs="
  [mod."cloud.google.com/go/auth"]
-    version = "v0.15.0"
-    hash = "sha256-N9xjLPDLhG5cqUx94tNccv74Q/fIlukWU6NbWpuNi+I="
+    version = "v0.16.1"
+    hash = "sha256-rMPMNQh/YM/67b9Grfu0BFccWpS1SRhBepubQqXRAyg="
  [mod."cloud.google.com/go/auth/oauth2adapt"]
-    version = "v0.2.7"
-    hash = "sha256-U+pXaY0kPnSeBzHWxELZ75bZnb74nygwIVZDdXYcP5g="
+    version = "v0.2.8"
+    hash = "sha256-GoXFqAbp1WO1tDj07PF5EyxDYvCBP0l0qwxY2oV2hfc="
  [mod."cloud.google.com/go/compute/metadata"]
    version = "v0.6.0"
    hash = "sha256-E8/cwio4xR8buCryR4HwR7+agb4M3zqgXSm7rBglmIY="
  [mod."cloud.google.com/go/longrunning"]
-    version = "v0.6.4"
-    hash = "sha256-Q0JtsyxSgVwi91ZhvefpAq8fKbblRrtQ2bQhQYiTY48="
+    version = "v0.6.7"
+    hash = "sha256-9I0Nc2KWAEVoxDngNkqFUdASmZIAySfMEELlPh3Q3xA="
  [mod."dario.cat/mergo"]
    version = "v1.0.1"
    hash = "sha256-wcG6+x0k6KzOSlaPA+1RFxa06/RIAePJTAjjuhLbImw="
@@ -26,8 +26,8 @@ schema = 3
    version = "v0.6.2"
    hash = "sha256-tVNWDUMILZbJvarcl/E7tpSnkn7urqgSHa2Eaka5vSU="
  [mod."github.com/ProtonMail/go-crypto"]
-    version = "v1.1.5"
-    hash = "sha256-N5Zn0f/NF3ezyGou2kRw9BwM25feJqnp7TPkRt6oK6I="
+    version = "v1.2.0"
+    hash = "sha256-5fKgWUz6BoyFNNZ1OD9QjhBrhNEBCuVfO2WqH+X59oo="
  [mod."github.com/anaskhan96/soup"]
    version = "v1.2.5"
    hash = "sha256-t8yCyK2y7x2qaI/3Yw16q3zVFqu+3acLcPgTr1MIKWg="
@@ -35,8 +35,8 @@ schema = 3
    version = "v1.3.3"
    hash = "sha256-jv7ZshpSd7FZzKKN6hqlUgiR8C3y85zNIS/hq7g76Ho="
  [mod."github.com/anthropics/anthropic-sdk-go"]
-    version = "v0.2.0-alpha.11"
-    hash = "sha256-0wl62e6AVhDY3KkoYrfAHFtBrwNC4nzqrR55iyCJlwk="
+    version = "v0.2.0-beta.3"
+    hash = "sha256-QnR7MWiLPVii9jy7rjrZfg1UDgXCXkc2latdzFurrFM="
  [mod."github.com/araddon/dateparse"]
    version = "v0.0.0-20210429162001-6b43995a97de"
    hash = "sha256-UuX84naeRGMsFOgIgRoBHG5sNy1CzBkWPKmd6VbLwFw="
@@ -44,14 +44,14 @@ schema = 3
    version = "v0.1.4"
    hash = "sha256-ZZ7U5X0gWOu8zcjZcWbcpzGOGdycwq0TjTFh/eZHjXk="
  [mod."github.com/bytedance/sonic"]
-    version = "v1.12.9"
-    hash = "sha256-smlXGC4n6fkOiVR+A3VGd71xp+cYo42MSHuWq7H3jew="
+    version = "v1.13.2"
+    hash = "sha256-IF2qmt4IxTwivMWHUJC8sg6d85/ORb2SWvJ54fvoAMI="
  [mod."github.com/bytedance/sonic/loader"]
-    version = "v0.2.3"
-    hash = "sha256-c0m1nl1jv76LVaUgFFNjZU9jss/hoSWXyCRimhRWYjM="
+    version = "v0.2.4"
+    hash = "sha256-rv9LnePpm4OspSVbfSoVbohXzhu+dxE1BH1gm3mTmTc="
  [mod."github.com/cloudflare/circl"]
-    version = "v1.6.0"
-    hash = "sha256-a+SVfnHYC8Fb+NQLboNg5P9sry+WutzuNetVHFVAAo0="
+    version = "v1.6.1"
+    hash = "sha256-Dc69V12eIFnJoUNmwg6VKXHfAMijbAeEVSDe8AiOaLo="
  [mod."github.com/cloudwego/base64x"]
    version = "v0.1.5"
    hash = "sha256-MyUYTveN48DhnL8mwAgCRuMExLct98uzSPsmYlfaa4I="
@@ -68,11 +68,11 @@ schema = 3
    version = "v1.0.4"
    hash = "sha256-c1JKoRSndwwOyOxq9ddCe+8qn7mG9uRq2o/822x5O/c="
  [mod."github.com/gabriel-vasile/mimetype"]
-    version = "v1.4.8"
-    hash = "sha256-ElqfQtnoGHyVqtN0mJjeWakQ6N5x+nVaX3+uOV7Q5Xk="
+    version = "v1.4.9"
+    hash = "sha256-75uELLqb01djHTe7KdXvUidBK7SuejarYouEUuxaj8Q="
  [mod."github.com/gin-contrib/sse"]
-    version = "v1.0.0"
-    hash = "sha256-xnaabOxDN+ojnHQC7mHd/876Z9nWFScW+JrMm1HWREw="
+    version = "v1.1.0"
+    hash = "sha256-2VP6zHEsPi0u2ZYpOTcLulwj1Gsmb6oA19qcP2/AzVM="
  [mod."github.com/gin-gonic/gin"]
    version = "v1.10.0"
    hash = "sha256-esJasHrJtuTBwGPGAoc/XSb428J8va+tPGcZ0gTfsgc="
@@ -83,8 +83,8 @@ schema = 3
    version = "v5.6.2"
    hash = "sha256-VgbxcLkHjiSyRIfKS7E9Sn8OynCrMGUDkwFz6K2TVL4="
  [mod."github.com/go-git/go-git/v5"]
-    version = "v5.13.2"
-    hash = "sha256-voZQHN2OSYcoQF2bIjsdRrHT5NohZ/8q9RrmY7j2Lbc="
+    version = "v5.16.0"
+    hash = "sha256-01obPHvt1PG3r8XH8TgnNfcOhaYwWEkJ0TR5QGdZqmE="
  [mod."github.com/go-logr/logr"]
    version = "v1.4.2"
    hash = "sha256-/W6qGilFlZNTb9Uq48xGZ4IbsVeSwJiAMLw4wiNYHLI="
@@ -98,8 +98,8 @@ schema = 3
    version = "v0.18.1"
    hash = "sha256-2/B2qP51zfiY+k8G0w0D03KXUc7XpWj6wKY7NjNP/9E="
  [mod."github.com/go-playground/validator/v10"]
-    version = "v10.25.0"
-    hash = "sha256-198CQ0f+WC7UNxCCPg6rpogez6c5ivpignJNhx+z0W4="
+    version = "v10.26.0"
+    hash = "sha256-/jMKICp8LTcJVt+b4YRTnJM84r7HK6aT0oqO7Q8SRs8="
  [mod."github.com/go-shiori/dom"]
    version = "v0.0.0-20230515143342-73569d674e1c"
    hash = "sha256-4lm9KZfR2XnfZU9KTG+4jqLYZqbfL74AMO4y3dKpIbg="
@@ -125,8 +125,8 @@ schema = 3
    version = "v1.6.0"
    hash = "sha256-VWl9sqUzdOuhW0KzQlv0gwwUQClYkmZwSydHG2sALYw="
  [mod."github.com/googleapis/enterprise-certificate-proxy"]
-    version = "v0.3.4"
-    hash = "sha256-RVHWa0I68CTegjlXnM/GlishoZhmmwG4z+9KBucAJ1A="
+    version = "v0.3.6"
+    hash = "sha256-hPMF0s+X4/ul98GvVuw/ZNOupEXhIDB1yvWymZWYEbU="
  [mod."github.com/googleapis/gax-go/v2"]
    version = "v2.14.1"
    hash = "sha256-iRS/KsAVTePrvTlwA7vKcQnwY6Jz329WdgzFw0hF8wk="
@@ -161,8 +161,8 @@ schema = 3
    version = "v1.0.2"
    hash = "sha256-+W9EIW7okXIXjWEgOaMh58eLvBZ7OshW2EhaIpNLSBU="
  [mod."github.com/ollama/ollama"]
-    version = "v0.5.12"
-    hash = "sha256-Uf4GZdD77RZ5KJtz3iYVRDVCHqEh0UEihzquO4/nrss="
+    version = "v0.6.6"
+    hash = "sha256-a2Be14e+pcJo15fM/+0ksE9HVl8I4hW6ujqbpNh9bpA="
  [mod."github.com/otiai10/copy"]
    version = "v1.14.1"
    hash = "sha256-8RR7u17SbYg9AeBXVHIv5ZMU+kHmOcx0rLUKyz6YtU0="
@@ -170,8 +170,8 @@ schema = 3
    version = "v1.6.3"
    hash = "sha256-/FT3dYP2+UiW/qe1pxQ7HiS8et4+KHGPIMhc+8mHvzw="
  [mod."github.com/pelletier/go-toml/v2"]
-    version = "v2.2.3"
-    hash = "sha256-fE++SVgnCGdnFZoROHWuYjIR7ENl7k9KKxQrRTquv/o="
+    version = "v2.2.4"
+    hash = "sha256-8qQIPldbsS5RO8v/FW/se3ZsAyvLzexiivzJCbGRg2Q="
  [mod."github.com/pjbgf/sha1cd"]
    version = "v0.3.2"
    hash = "sha256-jdbiRhU8xc1C5c8m7BSCj71PUXHY3f7TWFfxDKKpUMk="
@@ -185,8 +185,8 @@ schema = 3
    version = "v1.49.1"
    hash = "sha256-xMQS9Sx2Bpvwo/9JvSVkJ4RXYOSHm642WRqWA6y0AnU="
  [mod."github.com/sashabaranov/go-openai"]
-    version = "v1.38.0"
-    hash = "sha256-p6C/7oTWgnRjZLNrLLdIzaXvm+1WCrUd1fjZkjuiz1s="
+    version = "v1.38.2"
+    hash = "sha256-AnBycaxufzWlLS1YBq7MiHDED+Jqtu9oAySKcoL4HOA="
  [mod."github.com/sergi/go-diff"]
    version = "v1.3.2-0.20230802210424-5b0b94c5c0d3"
    hash = "sha256-UcLU83CPMbSoKI8RLvLJ7nvGaE2xRSL1RjoHCVkMzUM="
@@ -221,59 +221,59 @@ schema = 3
    version = "v1.1.0"
    hash = "sha256-cA9qCCu8P1NSJRxgmpfkfa5rKyn9X+Y/9FSmSd5xjyo="
  [mod."go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc"]
-    version = "v0.59.0"
-    hash = "sha256-jItb6nG5/urw6Pv3zb8i5ywianqTQfrheyAIsPIQcnY="
+    version = "v0.60.0"
+    hash = "sha256-DkIpL4xUy+UIQBUK6VgbsI79TbZUltaIhXl4UJWym6E="
  [mod."go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp"]
-    version = "v0.59.0"
-    hash = "sha256-zeC30S2MV7W2xxS5rVfPGhZO4jcdPpxxfy3QvBkt/pQ="
+    version = "v0.60.0"
+    hash = "sha256-twGSnNbXzcw5qvRiFc/zz5rS+nhmbgSVPcd5jrZjlDg="
  [mod."go.opentelemetry.io/otel"]
-    version = "v1.34.0"
-    hash = "sha256-hnuuTSxaf9yMO/23xWdcTGNzvnnJiqUiL4nzYwUV5bc="
+    version = "v1.35.0"
+    hash = "sha256-LHrBtBnyDtvJGtrXHMPIFe7U53B4bZzpePB4u8Xo4Bg="
  [mod."go.opentelemetry.io/otel/metric"]
-    version = "v1.34.0"
-    hash = "sha256-JklGKJiMf1fpsE9pmnuLUq26g6wVp173v4GWJ7Xp5s4="
+    version = "v1.35.0"
+    hash = "sha256-K9I0LRZqSLrC09Cuk7tp0VEk3cUVDs8S5MGnu9jw92Q="
  [mod."go.opentelemetry.io/otel/trace"]
-    version = "v1.34.0"
-    hash = "sha256-u11KJ4WTDtcb0tVv7d/HOdhq8Ea+c1QPBO8MbsCQu9Q="
+    version = "v1.35.0"
+    hash = "sha256-HC2+OGDe2rg0+E8WymQbUNoc249NXM1gIBJzK4UhcQE="
  [mod."golang.org/x/arch"]
-    version = "v0.14.0"
-    hash = "sha256-9akWthLBB+Au/JIg3WKcSx1YAfHEHOCnQF62sJoMJG4="
+    version = "v0.16.0"
+    hash = "sha256-+DMOuIw9GVyhM4VHdYCZepTU/EEHqDfrxJ2F83TOs5k="
  [mod."golang.org/x/crypto"]
-    version = "v0.35.0"
-    hash = "sha256-XT1VU0+m1nZbhrMYXN2+eaKBlScfiT4bCBgXu4mfa1Q="
+    version = "v0.37.0"
+    hash = "sha256-9NwDEcii1e2JYM/+3y1yNzWnt/ChMm27e9OtfuF39OM="
  [mod."golang.org/x/net"]
-    version = "v0.36.0"
-    hash = "sha256-2c9AvnizBMCaqKPzwF2IMlRfvjRNDFmxIYhrgZjhOm0="
+    version = "v0.39.0"
+    hash = "sha256-IP29+yGphWKUT7wHTyzqA2rnRT4AJ7oWcT6NKLzkWcM="
  [mod."golang.org/x/oauth2"]
-    version = "v0.27.0"
-    hash = "sha256-TBKV2c/m0SgPqrJSE0ltJXfImrYPafNuziLN25jgsYY="
+    version = "v0.29.0"
+    hash = "sha256-IzAypzW8cN5ZbQiIdMTcTiVuUNpMSkwuxeFrJZxcDl8="
  [mod."golang.org/x/sync"]
-    version = "v0.11.0"
-    hash = "sha256-5ZBfDJvNaUBM4Vhk0fgYblCGL3eBxiJL85nIE8LiKl0="
+    version = "v0.13.0"
+    hash = "sha256-CElRNe74Or/ysUkb/m3Wcz/juO/tB5fhQbAaxA5AizY="
  [mod."golang.org/x/sys"]
-    version = "v0.30.0"
-    hash = "sha256-BuhWtwDkciVioc03rxty6G2vcZVnPX85lI7tgQOFVP8="
+    version = "v0.32.0"
+    hash = "sha256-c9RRnyKQy9Kl8hpbtcgkm1O5H7gOdk9Rv925F8fZS6E="
  [mod."golang.org/x/text"]
-    version = "v0.22.0"
-    hash = "sha256-kUwLNFk9K/YuWmO5/u2IshrmhT2CCuk+mAShSlTTeZo="
+    version = "v0.24.0"
+    hash = "sha256-qFbmteGOvJfvbLXiOSI8Fsz5Ixt2ZhSYx0/sIqApC7Y="
  [mod."golang.org/x/time"]
-    version = "v0.10.0"
-    hash = "sha256-vnlAME3gDR6R4cbCmSYAlR1Rjc0yUpkufTOPNvCdf6Q="
+    version = "v0.11.0"
+    hash = "sha256-ImTej/e5iUHbWPZMA4M2GYbsbiiZQxIrgcnYsc7uD68="
  [mod."google.golang.org/api"]
-    version = "v0.223.0"
-    hash = "sha256-sNLRocS4vcjPj0vsInI/ioZ29rSVdGD0bGz8ZzBSbus="
+    version = "v0.230.0"
+    hash = "sha256-ihEdZnRbQdwpbgj9AZEZLNY14FqHmacFGFocOqExSVY="
  [mod."google.golang.org/genproto/googleapis/api"]
-    version = "v0.0.0-20250224174004-546df14abb99"
-    hash = "sha256-8er5KyVDLmuuOZEDd8cHHTkpb/JifejdHwcHfqAD83o="
+    version = "v0.0.0-20250422160041-2d3770c4ea7f"
+    hash = "sha256-Y4wbEHh9Un0QKplTl2S5lhWDUha9QThx5DhWJbDG9fo="
  [mod."google.golang.org/genproto/googleapis/rpc"]
-    version = "v0.0.0-20250224174004-546df14abb99"
-    hash = "sha256-l/2ByVhr10DBqSp5y1d8mtEY3++RUZKg89FCEptT0nQ="
+    version = "v0.0.0-20250422160041-2d3770c4ea7f"
+    hash = "sha256-WK7iDtAhH19NPe3TywTQlGjDawNaDKWnxhFL9PgVUwM="
  [mod."google.golang.org/grpc"]
-    version = "v1.70.0"
-    hash = "sha256-7SCJx6Y35O/0P3cFtELDXrOSOb+HshxaTQYdzv2gVmg="
+    version = "v1.72.0"
+    hash = "sha256-tqu+ACMfKjhqdCGN3jLEmtaHB5ywgHGaS/eDeDRnf+M="
  [mod."google.golang.org/protobuf"]
-    version = "v1.36.5"
-    hash = "sha256-isupBiQUrKPEFzK94k5cgzM3Ab5fMXp352/zcsXV1JU="
+    version = "v1.36.6"
+    hash = "sha256-lT5qnefI5FDJnowz9PEkAGylH3+fE+A3DJDkAyy9RMc="
  [mod."gopkg.in/warnings.v0"]
    version = "v0.1.2"
    hash = "sha256-ATVL9yEmgYbkJ1DkltDGRn/auGAjqGOfjQyBYyUo8s8="
--- a/nix/pkgs/fabric/version.nix
+++ b/nix/pkgs/fabric/version.nix
@@ -1 +1 @@
-"1.4.170"
+"1.4.186"
--- a/nix/shell.nix
+++ b/nix/shell.nix
@@ -2,12 +2,13 @@
  pkgs,
  gomod2nix,
  goEnv,
+  goVersion,
 }:

 {
  default = pkgs.mkShell {
    nativeBuildInputs = [
-      pkgs.go
+      goVersion
      pkgs.gopls
      pkgs.gotools
      pkgs.go-tools
--- a/plugins/ai/anthropic/anthropic.go
+++ b/plugins/ai/anthropic/anthropic.go
@@ -52,18 +52,18 @@ type Client struct {
 	defaultRequiredUserMessage string
 	models                     []string

-	client *anthropic.Client
+	client anthropic.Client
 }

 func (an *Client) configure() (err error) {
 	if an.ApiBaseURL.Value != "" {
 		baseURL := an.ApiBaseURL.Value

-		if strings.Contains(baseURL, "-") && !strings.HasSuffix(baseURL, "/v1") {
-			if strings.HasSuffix(baseURL, "/") {
-				baseURL = strings.TrimSuffix(baseURL, "/")
-			}
-			baseURL = baseURL + "/v1"
+		// As of 2.0beta1, using v2 API endpoint.
+		// https://github.com/anthropics/anthropic-sdk-go/blob/main/CHANGELOG.md#020-beta1-2025-03-25
+		if strings.Contains(baseURL, "-") && !strings.HasSuffix(baseURL, "/v2") {
+			baseURL = strings.TrimSuffix(baseURL, "/")
+			baseURL = baseURL + "/v2"
 		}

 		an.client = anthropic.NewClient(
@@ -87,21 +87,19 @@ func (an *Client) SendStream(

 	ctx := context.Background()
 	stream := an.client.Messages.NewStreaming(ctx, anthropic.MessageNewParams{
-		Model:       anthropic.F(opts.Model),
-		MaxTokens:   anthropic.F(int64(an.maxTokens)),
-		TopP:        anthropic.F(opts.TopP),
-		Temperature: anthropic.F(opts.Temperature),
-		Messages:    anthropic.F(messages),
+		Model:       opts.Model,
+		MaxTokens:   int64(an.maxTokens),
+		TopP:        anthropic.Opt(opts.TopP),
+		Temperature: anthropic.Opt(opts.Temperature),
+		Messages:    messages,
 	})

 	for stream.Next() {
 		event := stream.Current()

-		switch delta := event.Delta.(type) {
-		case anthropic.ContentBlockDeltaEventDelta:
-			if delta.Text != "" {
-				channel <- delta.Text
-			}
+		// directly send any non-empty delta text
+		if event.Delta.Text != "" {
+			channel <- event.Delta.Text
 		}
 	}

@@ -117,11 +115,11 @@ func (an *Client) Send(ctx context.Context, msgs []*goopenai.ChatCompletionMessa

 	var message *anthropic.Message
 	if message, err = an.client.Messages.New(ctx, anthropic.MessageNewParams{
-		Model:       anthropic.F(opts.Model),
-		MaxTokens:   anthropic.F(int64(an.maxTokens)),
-		TopP:        anthropic.F(opts.TopP),
-		Temperature: anthropic.F(opts.Temperature),
-		Messages:    anthropic.F(messages),
+		Model:       opts.Model,
+		MaxTokens:   int64(an.maxTokens),
+		TopP:        anthropic.Opt(opts.TopP),
+		Temperature: anthropic.Opt(opts.Temperature),
+		Messages:    messages,
 	}); err != nil {
 		return
 	}
--- a/plugins/ai/deepseek/deepseek.go
+++ b/plugins/ai/deepseek/deepseek.go
@@ -1,15 +0,0 @@
-package deepseek
-
-import (
-	"github.com/danielmiessler/fabric/plugins/ai/openai"
-)
-
-func NewClient() (ret *Client) {
-	ret = &Client{}
-	ret.Client = openai.NewClientCompatible("DeepSeek", "https://api.deepseek.com", nil)
-	return
-}
-
-type Client struct {
-	*openai.Client
-}
--- a/plugins/ai/deepseek/deepseek_test.go
+++ b/plugins/ai/deepseek/deepseek_test.go
@@ -1,13 +0,0 @@
-package deepseek
-
-// Test generated using Keploy
-import (
-	"testing"
-)
-
-func TestNewClient_EmbeddedClientNotNil(t *testing.T) {
-	client := NewClient()
-	if client.Client == nil {
-		t.Fatalf("Expected embedded openai.Client to be non-nil, got nil")
-	}
-}
--- a/plugins/ai/groq/groq.go
+++ b/plugins/ai/groq/groq.go
@@ -1,17 +0,0 @@
-package groq
-
-import (
-	"github.com/danielmiessler/fabric/plugins/ai/openai"
-)
-
-// NewClient initializes and returns a new Groq Client.
-func NewClient() (ret *Client) {
-	ret = &Client{}
-	ret.Client = openai.NewClientCompatible("Groq", "https://api.groq.com/openai/v1", nil)
-	return
-}
-
-// Client wraps the openai.Client to provide additional functionality specific to Groq.
-type Client struct {
-	*openai.Client
-}
--- a/plugins/ai/groq/groq_test.go
+++ b/plugins/ai/groq/groq_test.go
@@ -1,13 +0,0 @@
-package groq
-
-// Test generated using Keploy
-import (
-	"testing"
-)
-
-func TestNewClientEmbeddedClientNotNil(t *testing.T) {
-	client := NewClient()
-	if client.Client == nil {
-		t.Fatalf("Expected embedded openai.Client to be non-nil, got nil")
-	}
-}
--- a/plugins/ai/litellm/litellm.go
+++ b/plugins/ai/litellm/litellm.go
@@ -1,15 +0,0 @@
-package litellm
-
-import (
-	"github.com/danielmiessler/fabric/plugins/ai/openai"
-)
-
-func NewClient() (ret *Client) {
-	ret = &Client{}
-	ret.Client = openai.NewClientCompatible("LiteLLM", "http://localhost:4000", nil)
-	return
-}
-
-type Client struct {
-	*openai.Client
-}
--- a/plugins/ai/mistral/mistral.go
+++ b/plugins/ai/mistral/mistral.go
@@ -1,15 +0,0 @@
-package mistral
-
-import (
-	"github.com/danielmiessler/fabric/plugins/ai/openai"
-)
-
-func NewClient() (ret *Client) {
-	ret = &Client{}
-	ret.Client = openai.NewClientCompatible("Mistral", "https://api.mistral.ai/v1", nil)
-	return
-}
-
-type Client struct {
-	*openai.Client
-}
--- a/plugins/ai/openai_compatible/providers_config.go
+++ b/plugins/ai/openai_compatible/providers_config.go
@@ -0,0 +1,74 @@
+package openai_compatible
+
+import (
+	"github.com/danielmiessler/fabric/plugins/ai/openai"
+)
+
+// ProviderConfig defines the configuration for an OpenAI-compatible API provider
+type ProviderConfig struct {
+	Name    string
+	BaseURL string
+}
+
+// Client is the common structure for all OpenAI-compatible providers
+type Client struct {
+	*openai.Client
+}
+
+// NewClient creates a new OpenAI-compatible client for the specified provider
+func NewClient(providerConfig ProviderConfig) *Client {
+	client := &Client{}
+	client.Client = openai.NewClientCompatible(providerConfig.Name, providerConfig.BaseURL, nil)
+	return client
+}
+
+// ProviderMap is a map of provider name to ProviderConfig for O(1) lookup
+var ProviderMap = map[string]ProviderConfig{
+	"Mistral": {
+		Name:    "Mistral",
+		BaseURL: "https://api.mistral.ai/v1",
+	},
+	"LiteLLM": {
+		Name:    "LiteLLM",
+		BaseURL: "http://localhost:4000",
+	},
+	"Groq": {
+		Name:    "Groq",
+		BaseURL: "https://api.groq.com/openai/v1",
+	},
+	"GrokAI": {
+		Name:    "GrokAI",
+		BaseURL: "https://api.x.ai/v1",
+	},
+	"DeepSeek": {
+		Name:    "DeepSeek",
+		BaseURL: "https://api.deepseek.com",
+	},
+	"Cerebras": {
+		Name:    "Cerebras",
+		BaseURL: "https://api.cerebras.ai/v1",
+	},
+	"OpenRouter": {
+		Name:    "OpenRouter",
+		BaseURL: "https://openrouter.ai/api/v1",
+	},
+	"SiliconCloud": {
+		Name:    "SiliconCloud",
+		BaseURL: "https://api.siliconflow.cn/v1",
+	},
+}
+
+// GetProviderByName returns the provider configuration for a given name with O(1) lookup
+func GetProviderByName(name string) (ProviderConfig, bool) {
+	provider, found := ProviderMap[name]
+	return provider, found
+}
+
+// CreateClient creates a new client for a provider by name
+func CreateClient(providerName string) (*Client, bool) {
+	providerConfig, found := GetProviderByName(providerName)
+	if !found {
+		return nil, false
+	}
+	return NewClient(providerConfig), true
+}
--- a/plugins/ai/openai_compatible/providers_config_test.go
+++ b/plugins/ai/openai_compatible/providers_config_test.go
@@ -0,0 +1,42 @@
+package openai_compatible
+
+import (
+	"testing"
+)
+
+func TestCreateClient(t *testing.T) {
+	testCases := []struct {
+		name     string
+		provider string
+		exists   bool
+	}{
+		{
+			name:     "Existing provider - Mistral",
+			provider: "Mistral",
+			exists:   true,
+		},
+		{
+			name:     "Existing provider - Groq",
+			provider: "Groq",
+			exists:   true,
+		},
+		{
+			name:     "Non-existent provider",
+			provider: "NonExistent",
+			exists:   false,
+		},
+	}
+
+	for _, tc := range testCases {
+		t.Run(tc.name, func(t *testing.T) {
+			client, exists := CreateClient(tc.provider)
+			if exists != tc.exists {
+				t.Errorf("Expected exists=%v for provider %s, got %v",
+					tc.exists, tc.provider, exists)
+			}
+			if exists && client == nil {
+				t.Errorf("Expected non-nil client for provider %s", tc.provider)
+			}
+		})
+	}
+}
--- a/plugins/ai/openrouter/openrouter.go
+++ b/plugins/ai/openrouter/openrouter.go
@@ -1,16 +0,0 @@
-package openrouter
-
-import (
-	"github.com/danielmiessler/fabric/plugins/ai/openai"
-)
-
-func NewClient() (ret *Client) {
-	ret = &Client{}
-	ret.Client = openai.NewClientCompatible("OpenRouter", "https://openrouter.ai/api/v1", nil)
-
-	return
-}
-
-type Client struct {
-	*openai.Client
-}
--- a/plugins/ai/openrouter/openrouter_test.go
+++ b/plugins/ai/openrouter/openrouter_test.go
@@ -1 +0,0 @@
-package openrouter
--- a/plugins/ai/siliconcloud/siliconcloud.go
+++ b/plugins/ai/siliconcloud/siliconcloud.go
@@ -1,15 +0,0 @@
-package siliconcloud
-
-import (
-	"github.com/danielmiessler/fabric/plugins/ai/openai"
-)
-
-func NewClient() (ret *Client) {
-	ret = &Client{}
-	ret.Client = openai.NewClientCompatible("SiliconCloud", "https://api.siliconflow.cn/v1", nil)
-	return
-}
-
-type Client struct {
-	*openai.Client
-}
--- a/plugins/ai/vendors.go
+++ b/plugins/ai/vendors.go
@@ -4,6 +4,8 @@ import (
 	"bytes"
 	"context"
 	"fmt"
+	"sort"
+	"strings"
 	"sync"

 	"github.com/danielmiessler/fabric/plugins"
@@ -95,6 +97,9 @@ func (o *VendorsManager) readModels() (err error) {
 		if result.err != nil {
 			fmt.Println(result.vendorName, result.err)
 		} else {
+			sort.Slice(result.models, func(i, j int) bool {
+				return strings.ToLower(result.models[i]) < strings.ToLower(result.models[j])
+			})
 			o.Models.AddGroupItems(result.vendorName, result.models...)
 		}
 	}
--- a/plugins/db/api.go
+++ b/plugins/db/api.go
@@ -9,5 +9,5 @@ type Storage[T any] interface {
 	Rename(oldName, newName string) (err error)
 	Save(name string, content []byte) (err error)
 	Load(name string) (ret []byte, err error)
-	ListNames() (err error)
+	ListNames(shellCompleteList bool) (err error)
 }
--- a/plugins/db/fsdb/storage.go
+++ b/plugins/db/fsdb/storage.go
@@ -67,7 +67,7 @@ func (o *StorageEntity) GetNames() (ret []string, err error) {
 }

 func (o *StorageEntity) Delete(name string) (err error) {
-	if err = os.Remove(o.BuildFilePathByName(name)); err != nil {
+	if err = os.RemoveAll(o.BuildFilePathByName(name)); err != nil {
 		err = fmt.Errorf("could not delete %s: %v", name, err)
 	}
 	return
@@ -100,14 +100,16 @@ func (o *StorageEntity) Load(name string) (ret []byte, err error) {
 	return
 }

-func (o *StorageEntity) ListNames() (err error) {
+func (o *StorageEntity) ListNames(shellCompleteList bool) (err error) {
 	var names []string
 	if names, err = o.GetNames(); err != nil {
 		return
 	}

 	if len(names) == 0 {
-		fmt.Printf("\nNo %v\n", o.Label)
+		if !shellCompleteList {
+			fmt.Printf("\nNo %v\n", o.Label)
+		}
 		return
 	}

--- a/plugins/strategy/strategy.go
+++ b/plugins/strategy/strategy.go
@@ -197,12 +197,13 @@ func LoadStrategy(filename string) (*Strategy, error) {
 }

 // ListStrategies prints available strategies
-func (sm *StrategiesManager) ListStrategies() error {
+func (sm *StrategiesManager) ListStrategies(shellCompleteList bool) 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")
-
+	if !shellCompleteList {
+		fmt.Print("Available Strategies:\n\n")
+	}
 	// Get all strategy names for sorting
 	names := []string{}
 	for name := range sm.Strategies {
@@ -224,7 +225,11 @@ func (sm *StrategiesManager) ListStrategies() error {
 	formatString := "%-" + fmt.Sprintf("%d", maxNameLength+2) + "s %s\n"
 	for _, name := range names {
 		strategy := sm.Strategies[name]
-		fmt.Printf(formatString, strategy.Name, strategy.Description)
+		if shellCompleteList {
+			fmt.Printf("%s\n", strategy.Name)
+		} else {
+			fmt.Printf(formatString, strategy.Name, strategy.Description)
+		}
 	}

 	return nil
--- a/plugins/template/extension_executor.go
+++ b/plugins/template/extension_executor.go
@@ -117,8 +117,12 @@ func (e *ExtensionExecutor) executeWithFile(cmd *exec.Cmd, ext *ExtensionDefinit
 	// Create context with timeout
 	ctx, cancel := context.WithTimeout(context.Background(), timeout)
 	defer cancel()
+	// Store the original environment
+	originalEnv := cmd.Env
+	// Create a new command with context. This might reset Env, depending on the Go version.
 	cmd = exec.CommandContext(ctx, cmd.Path, cmd.Args[1:]...)
-	cmd.Env = cmd.Env
+	// Restore the environment variables explicitly
+	cmd.Env = originalEnv

 	fileConfig := ext.GetFileConfig()
 	if fileConfig == nil {
--- a/plugins/tools/defaults.go
+++ b/plugins/tools/defaults.go
@@ -47,7 +47,7 @@ func (o *Defaults) Setup() (err error) {
 		return
 	}

-	vendorsModels.Print()
+	vendorsModels.Print(false)

 	if err = o.Ask(o.Name); err != nil {
 		return
--- a/restapi/configuration.go
+++ b/restapi/configuration.go
@@ -45,6 +45,7 @@ func (h *ConfigHandler) GetConfig(c *gin.Context) {
 			"openrouter": "",
 			"silicon":    "",
 			"deepseek":   "",
+			"grokai":     "",
 		})
 		return
 	}
@@ -65,6 +66,7 @@ func (h *ConfigHandler) GetConfig(c *gin.Context) {
 		"openrouter": os.Getenv("OPENROUTER_API_KEY"),
 		"silicon":    os.Getenv("SILICON_API_KEY"),
 		"deepseek":   os.Getenv("DEEPSEEK_API_KEY"),
+		"grokai":     os.Getenv("GROKAI_API_KEY"),
 		"lmstudio":   os.Getenv("LM_STUDIO_API_BASE_URL"),
 	}

@@ -87,6 +89,7 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
 		OpenRouterApiKey string `json:"openrouter_api_key"`
 		SiliconApiKey    string `json:"silicon_api_key"`
 		DeepSeekApiKey   string `json:"deepseek_api_key"`
+		GrokaiApiKey     string `json:"grokai_api_key"`
 		LMStudioURL      string `json:"lm_studio_base_url"`
 	}

@@ -105,6 +108,7 @@ func (h *ConfigHandler) UpdateConfig(c *gin.Context) {
 		"OPENROUTER_API_KEY":     config.OpenRouterApiKey,
 		"SILICON_API_KEY":        config.SiliconApiKey,
 		"DEEPSEEK_API_KEY":       config.DeepSeekApiKey,
+		"GROKAI_API_KEY":         config.GrokaiApiKey,
 		"LM_STUDIO_API_BASE_URL": config.LMStudioURL,
 	}

--- a/restapi/strategies.go
+++ b/restapi/strategies.go
@@ -6,6 +6,7 @@ import (
 	"net/http"
 	"os"
 	"path/filepath"
+	"strings"

 	"github.com/gin-gonic/gin"
 )
@@ -14,6 +15,7 @@ import (
 type StrategyMeta struct {
 	Name        string `json:"name"`
 	Description string `json:"description"`
+	Prompt      string `json:"prompt"`
 }

 // NewStrategiesHandler registers the /strategies GET endpoint
@@ -41,16 +43,17 @@ func NewStrategiesHandler(r *gin.Engine) {
 			}

 			var s struct {
-				Name        string `json:"name"`
 				Description string `json:"description"`
+				Prompt      string `json:"prompt"`
 			}
 			if err := json.Unmarshal(data, &s); err != nil {
 				continue
 			}

 			strategies = append(strategies, StrategyMeta{
-				Name:        s.Name,
+				Name:        strings.TrimSuffix(file.Name(), ".json"),
 				Description: s.Description,
+				Prompt:      s.Prompt,
 			})
 		}

--- a/stitches/rate_ai_result/rate_ai_result.txt
+++ b/stitches/rate_ai_result/rate_ai_result.txt
@@ -1 +0,0 @@
-(echo "beginning of content input" ; f -u https://danielmiessler.com/p/framing-is-everything ; echo "end of content input"; echo "beginning of AI instructions (prompt)"; cat ~/.config/fabric/patterns/extract_insights/system.md; echo "endof AI instructions (prompt)" ; echo "beginning of AI output" ; f -u https://danielmiessler.com/p/framing-is-everything | f -p extract_insights -m gpt-3.5-turbo; echo "end of AI output. Now you should have all three." ) | f -rp rate_ai_result -m o1-preview-2024-09-12
--- a/stitches/rate_ai_result/readme.md
+++ b/stitches/rate_ai_result/readme.md
@@ -1,60 +0,0 @@
-# Rate AI Result
-
-This is an example of a Fabric Stitch, which is a chained Fabric command that pipes Fabric results into each other to achieve a result. So it's multiple Patterns…*stitched* together.
-
-## Problem
-
-The problem we're trying to solve with this Stitch is not being able to tell how smart given AI models are. I want to be able to rate their output vs. the output from a different model with the same instructions.
-
-## Solution
-
-What `rate_ai_result` does is run a result using AI 1, and then rate it with AI 2.
-
-## Functionality
-
-`rate_ai_result` accomplishes that like so:
-
-1. Get the input that will be operated on by an AI.
-2. Get the instruction/pattern/prompt that will be used by the AI.
-3. Get the result of the instructions running against the AI.
-4. Combine all three of those together as the input to another Fabric call.
-4. Send that combined input to the most advanced model you have available to assess the quality of the AI result.
-
-```
-(echo "beginning of content input" ; f -u https://danielmiessler.com/p/framing-is-everything ; echo "end ofcontent input"; echo "beginning of AI instructions (prompt)"; cat ~/.config/fabric/patterns/extract_insights/system.md; echo "end of AI instructions (prompt)" ; echo "beginning of AI output" ; f -u https://danielmiessler.com/p/framing-is-everything | f -p extract_insights -m gpt-3.5-turbo ; echo "end of AI output. Now you should have all three." ) | f -rp rate_ai_result -m o1-preview-2024-09-12
-```
-In this case we're taking:
-
-* A blog post as the input
-* Getting the content of the extract_insights pattern
-* Capturing the output of extract_insights on the blog post using `gpt-3.5-turbo`
-* Sending all of that to `o1-preview` using the `rate_ai_result` prompt
-
-NOTE: `rate_ai_result` is both a Pattern name and the name of this Stitch.
-
-## Output 
-
-The `rate_ai_result` Pattern is designed to judge the output of another AI on a human sophistication scale that roughly maps to educational and world-state achievement, with the assumption that higher stages require higher cognitive ability as well. These are:
-
- Superhuman
- Best humans in the world
- Ph.D
- Masters
- Bachelors
- High School
- Partially Educated
- Uneducated
-
-## How to run it
-
-To run it, just execute the code in the `rate_ai_result` file in this repository. And adjust the components as desired to change the input, the AI you're testing, and the AI you're using to judge.
-
-### Blog Post
-
-Here's a full blog post describing in even more detail.
-
-[Using the Smartest AI to Rate Other AI](https://danielmiessler.com/p/using-the-smartest-ai-to-rate-other-ai)
-
-#### Credit
-
-Created by Daniel Miessler on November 7th, 2024.
--- a/strategies/aot.json
+++ b/strategies/aot.json
@@ -0,0 +1,4 @@
+{
+    "description": "Atom-of-Thought (AoT) Prompting",
+    "prompt": "To solve this problem, break it down into the smallest independent 'atomic' sub-problems. For each atomic sub-problem: 1. Label it as 'Atom X: [brief description]' 2. Solve that specific subproblem completely 3. Make sure each atom can be solved independently. After solving all atomic sub-problems, provide a synthesis that combines them into a final answer. Return the final answer in the required format."
+}
--- a/version.go
+++ b/version.go
@@ -1,3 +1,3 @@
 package main

-var version = "v1.4.170"
+var version = "v1.4.186"
--- a/web/static/strategies/strategies.json
+++ b/web/static/strategies/strategies.json
@@ -1,4 +1,5 @@
 [
+  { "name": "aot", "description": "Atom-of-Thought (AoT)" },
  { "name": "cod", "description": "Chain-of-Draft (CoD)" },
  { "name": "cot", "description": "Chain-of-Thought (CoT) Prompting" },
  { "name": "ltm", "description": "Least-to-Most Prompting" },
Author	SHA1	Message	Date
github-actions[bot]	703756d0b0	Update version to v1.4.186 and commit	2025-05-06 22:06:46 +00:00
Eugen Eisler	50d22f8e77	Merge pull request #1459 from ksylvan/0505-cleanup-some-old-detritus chore: Repository cleanup and .gitignore Update	2025-05-07 00:05:19 +02:00
Kayvan Sylvan	fde2efd4ce	chore: update .gitignore and remove obsolete files - Add `coverage.out` to `.gitignore` for ignoring coverage output. - Remove `Alma.md` documentation file from the repository. - Delete `rate_ai_result.txt` stitch script from `stitches` folder. - Remove `readme.md` for `rate_ai_result` stitch documentation.	2025-05-05 17:16:38 -07:00
github-actions[bot]	0150c3a37d	Update version to v1.4.185 and commit	2025-04-28 19:27:01 +00:00
Eugen Eisler	2a0216b9aa	Merge pull request #1453 from ksylvan/0428-default-model-setting-fix Fix for default model setting	2025-04-28 21:25:35 +02:00
Kayvan Sylvan	a6d14d86b8	refactor: introduce `getSortedGroupsItems` for consistent sorting logic ### CHANGES - Add `getSortedGroupsItems` to centralize sorting logic. - Sort groups and items alphabetically, case-insensitive. - Replace inline sorting in `Print` with new method. - Update `GetGroupAndItemByItemNumber` to use sorted data. - Ensure original `GroupsItems` remains unmodified.	2025-04-28 11:41:32 -07:00
github-actions[bot]	a9374c128b	Update version to v1.4.184 and commit	2025-04-25 08:27:55 +00:00
Eugen Eisler	f32b9f81da	Merge pull request #1447 from ksylvan/0424-more-shell-completions More shell completion scripts: Zsh, Bash, and Fish	2025-04-25 10:26:20 +02:00
Kayvan Sylvan	bf3af8e98e	feat: add shell completion scripts for Zsh, Bash, and Fish CHANGES: - Add shell completion support for three major shells - Create standardized completion scripts in completions/ directory - Add --shell-complete-list flag for machine-readable output - Update Print() methods to support plain output format - Document installation steps for each shell in README - Replace old fish completion script with improved version	2025-04-24 17:47:39 -07:00
github-actions[bot]	095c295ee5	Update version to v1.4.183 and commit	2025-04-23 20:03:10 +00:00
Eugen Eisler	93ecc9cfea	Merge pull request #1431 from KenMacD/fish-completion Add a completion script for fish	2025-04-23 22:01:41 +02:00
github-actions[bot]	e7aaa23fc2	Update version to v1.4.182 and commit	2025-04-23 20:00:59 +00:00
Eugen Eisler	197d3454f8	Merge pull request #1441 from ksylvan/0423-nix-go-build-toolchain-update Update go toolchain and go module packages to latest versions	2025-04-23 21:59:25 +02:00
Kayvan Sylvan	50a4f8b491	chore: fix "nix flake check" errors	2025-04-23 11:07:01 -07:00
Kayvan Sylvan	894b4967dd	refactor: centralize Go version definition in flake.nix CHANGES * Define `getGoVersion` function in `flake.nix`. * Use `getGoVersion` to set Go version consistently. * Pass `goVersion` explicitly into `nix/shell.nix`. * Remove redundant Go version definition from `shell.nix`.	2025-04-23 09:34:39 -07:00
Kayvan Sylvan	9837bd6664	chore: update Go to 1.24.2 and refresh dependencies Update Go version across Dockerfile, Nix configurations, and Go modules. Refresh dependencies and Nix flake inputs. CHANGES: * Update Go version to 1.24.2 in Dockerfile. * Set Go version to 1.24.0 and toolchain to 1.24.2. * Refresh Go module dependencies and sums (go.mod, go.sum). * Update Nix flake lock file inputs. * Configure Nix environment and packages for Go 1.24. * Update gomod2nix lock file with dependency hashes. * Use Go 1.24 in Nix development shell environment.	2025-04-23 09:18:01 -07:00
github-actions[bot]	6ca1b5dac4	Update version to v1.4.181 and commit	2025-04-22 16:03:07 +00:00
Eugen Eisler	c85135c04e	Merge pull request #1433 from ksylvan/0421-anthropic-api-update chore: update Anthropic SDK to v0.2.0-beta.3 and migrate to V2 API	2025-04-22 18:01:53 +02:00
github-actions[bot]	31e4e42a94	Update version to v1.4.180 and commit	2025-04-22 11:40:37 +00:00
Eugen Eisler	196db04fc2	Merge pull request #1435 from ksylvan/0421-fix-raw-input-with-stratetgies chore: Fix user input handling when using raw mode and `--strategy` flag	2025-04-22 13:39:22 +02:00
Kayvan Sylvan	b3b1b5a471	chore: unify raw mode message handling and preserve env vars in extension executor ## CHANGES - refactor BuildSession raw mode to prepend system to user content - ensure raw mode messages always have User role - keep existing user message when no systemMessage provided - append systemMessage separately in non-raw mode sessions - store original cmd.Env before context-based exec command creation - recreate exec command with context then restore originalEnv - add comments clarifying raw vs non-raw handling behavior	2025-04-21 17:04:11 -07:00
Kayvan Sylvan	892439a177	chore: update Anthropic SDK to v0.2.0-beta.3 and migrate to V2 API ## CHANGES - Upgrade Anthropic SDK from alpha.11 to beta.3 - Update API endpoint from v1 to v2 - Replace anthropic.F() with direct assignment - Replace anthropic.F() with anthropic.Opt() for optional params - Simplify event delta handling in streaming - Change client type from pointer to value type - Update comment with SDK changelog reference	2025-04-21 13:17:03 -07:00
github-actions[bot]	ba2e178e03	Update version to v1.4.179 and commit	2025-04-21 18:08:47 +00:00
Eugen Eisler	ed298bcedd	Merge pull request #1432 from ksylvan/0421-fix-tools-selection-in-setup chore: fix fabric setup mess-up introduced by sorting lists (tools and models)	2025-04-21 20:07:33 +02:00
Kayvan Sylvan	6b04e6e674	chore: sort AI models alphabetically for consistent listing CHANGES * Import `sort` and `strings` packages for sorting functionality. * Sort retrieved AI model names alphabetically, ignoring case. * Ensure consistent ordering of AI models in lists.	2025-04-21 10:41:41 -07:00
Kayvan Sylvan	04c0f6a0a5	chore: alphabetize the order of plugin tools	2025-04-21 10:26:04 -07:00
Kenny MacDermid	486ff42b59	Add a completion script for fish	2025-04-21 12:58:05 -03:00
github-actions[bot]	f7ab484510	Update version to v1.4.178 and commit	2025-04-21 13:21:52 +00:00
Eugen Eisler	f50a14305a	Merge pull request #1427 from ksylvan/0420-refactor-openai-compatible-providers Refactor OpenAI-compatible AI providers and add `--listvendors` flag	2025-04-21 15:20:33 +02:00
github-actions[bot]	d5f0cd7616	Update version to v1.4.177 and commit	2025-04-21 07:10:40 +00:00
Eugen Eisler	67c658f5b4	Merge pull request #1428 from ksylvan/0420-sorted-group-lists feat: Alphabetical case-insensitive sorting for groups and items	2025-04-21 09:09:21 +02:00
github-actions[bot]	ef3bc03343	Update version to v1.4.176 and commit	2025-04-21 07:09:11 +00:00
Eugen Eisler	e31cb2b46a	Merge pull request #1429 from ksylvan/0420-fix-strategies-api feat: enhance StrategyMeta with Prompt field and dynamic naming	2025-04-21 09:07:57 +02:00
Kayvan Sylvan	6ca7142ea4	feat: enhance StrategyMeta with Prompt field and dynamic naming ### CHANGES - Add `Prompt` field to `StrategyMeta` struct. - Include `strings` package for filename processing. - Derive strategy name from filename using `strings.TrimSuffix`. - Store `Prompt` value from JSON data in `StrategyMeta`	2025-04-20 17:20:55 -07:00
Kayvan Sylvan	8b2174897a	feat: add alphabetical sorting to groups and items in Print method** ### CHANGES - Import `sort` and `strings` packages for sorting functionality. - Create a copy of groups for stable sorting. - Sort groups alphabetically in a case-insensitive manner. - Create a copy of items within each group for sorting. - Sort items alphabetically in a case-insensitive manner. - Iterate over sorted groups and items for display.	2025-04-20 10:56:52 -07:00
Kayvan Sylvan	ac5eab0563	feat: add `--listvendors` command to list AI vendors ### CHANGES - Introduce `--listvendors` flag to display all AI vendors. - Refactor OpenAI-compatible providers into a unified configuration. - Remove individual vendor packages for streamlined management. - Add sorting for consistent vendor listing output. - Update documentation to include new `--listvendors` option.	2025-04-20 08:53:20 -07:00
github-actions[bot]	65414dcc1c	Update version to v1.4.175 and commit	2025-04-19 20:57:20 +00:00
Eugen Eisler	5db352f5be	Merge pull request #1418 from danielmiessler/dependabot/go_modules/go_modules-bbb8b02913 chore(deps): bump golang.org/x/net from 0.36.0 to 0.38.0 in the go_modules group across 1 directory	2025-04-19 22:56:00 +02:00
github-actions[bot]	9e7830ff77	Update version to v1.4.174 and commit	2025-04-19 06:13:44 +00:00
Eugen Eisler	5945c0e16b	Merge pull request #1425 from ksylvan/0418-cerebras-ai feat: add Cerebras AI plugin to plugin registry	2025-04-19 08:12:32 +02:00
Kayvan Sylvan	29ee141822	feat: add Cerebras AI plugin to plugin registry ### CHANGES - Introduce Cerebras AI plugin import in plugin registry. - Register Cerebras client in the NewPluginRegistry function.	2025-04-18 15:14:08 -07:00
github-actions[bot]	8a69621e87	Update version to v1.4.173 and commit	2025-04-18 16:23:09 +00:00
Eugen Eisler	1645b0c4ea	Merge pull request #1420 from sherif-fanous/main Fix error in deleting patterns due to non empty directory	2025-04-18 18:21:50 +02:00
Eugen Eisler	45205574d5	Merge pull request #1421 from ksylvan/0417-atom-of-thought feat: add Atom-of-Thought (AoT) strategy and prompt definition	2025-04-18 18:20:42 +02:00
Kayvan Sylvan	71a5e0394a	chore: add final newline to aot json file	2025-04-17 13:43:06 -07:00
Kayvan Sylvan	f286936c23	feat: add Atom-of-Thought (AoT) strategy and prompt definition ## CHANGES - add new aot.json for Atom-of-Thought (AoT) prompting - define AoT strategy description and detailed prompt instructions - update strategies.json to include AoT in available strategies list - ensure AoT strategy appears alongside CoD, CoT, and LTM options	2025-04-17 13:31:18 -07:00
Sherif Fanous	9000f92a55	Fix error in deleting patterns due to non empty directory	2025-04-17 12:05:52 -04:00
dependabot[bot]	8c84d4b3c8	chore(deps): bump golang.org/x/net Bumps the go_modules group with 1 update in the / directory: [golang.org/x/net](https://github.com/golang/net). Updates `golang.org/x/net` from 0.36.0 to 0.38.0 - [Commits](https://github.com/golang/net/compare/v0.36.0...v0.38.0) --- updated-dependencies: - dependency-name: golang.org/x/net dependency-version: 0.38.0 dependency-type: indirect dependency-group: go_modules ... Signed-off-by: dependabot[bot] <support@github.com>	2025-04-16 23:25:39 +00:00
github-actions[bot]	1d77afcc44	Update version to v1.4.172 and commit	2025-04-16 18:17:12 +00:00
Eugen Eisler	835bc6044b	Merge pull request #1415 from ksylvan/0416-grok-ai feat: add Grok AI provider support	2025-04-16 20:15:45 +02:00
Kayvan Sylvan	ef895a1ab9	chore: Update README with a note about Grok	2025-04-16 09:23:20 -07:00
Kayvan Sylvan	82039cedaf	feat: add Grok AI provider support` Integrate the Grok AI provider into the Fabric system for AI model interactions. ### CHANGES * Add Grok AI client to the plugin registry. * Include Grok AI API key in REST API configuration endpoints.	2025-04-16 09:15:32 -07:00
Eugen Eisler	973df61dfd	Merge pull request #1411 from ksylvan/0415-readme-add-contributors docs: add contributors section to README with contrib.rocks image	2025-04-16 11:29:58 +02:00
Kayvan Sylvan	661c85d7a6	# docs: add contributors section to README with contrib.rocks image ## CHANGES - Add contributors section with visual representation - Include link to project contributors page - Add attribution to contrib.rocks tool	2025-04-15 08:29:45 -07:00
github-actions[bot]	4638f67fb7	Update version to v1.4.171 and commit	2025-04-15 08:56:37 +00:00
Eugen Eisler	ab71dbcd4f	Merge pull request #1407 from sherif-fanous/main Update Dockerfile so that Go image version matches go.mod version	2025-04-15 10:55:18 +02:00
Daniel Miessler	2abdabc100	Update README.md	2025-04-14 09:45:02 -07:00
Daniel Miessler	9f78a2c8e1	Update README.md	2025-04-14 09:44:16 -07:00
Daniel Miessler	76f78601f2	Update README.md	2025-04-14 09:43:36 -07:00
Daniel Miessler	4eaba2dc56	Update README.md	2025-04-14 09:43:06 -07:00
Daniel Miessler	2dcd9cb5f7	Update README.md	2025-04-14 09:42:19 -07:00
Daniel Miessler	2943872bde	Update README.md	2025-04-14 09:41:05 -07:00
Daniel Miessler	b901542a48	Update README.md	2025-04-14 09:40:17 -07:00
Daniel Miessler	c122ff8960	Update README.md	2025-04-14 09:39:52 -07:00
Daniel Miessler	e128d818c4	Update README.md	2025-04-14 09:39:15 -07:00
Daniel Miessler	5e9d6d0a91	Update README.md	2025-04-14 09:38:51 -07:00
Daniel Miessler	70edf9cbe3	Update README.md	2025-04-14 09:36:53 -07:00
Daniel Miessler	e61a0a9391	Update README.md	2025-04-14 09:35:50 -07:00
Sherif Fanous	74d4be1ac6	Bump golang version to match go.mod	2025-04-12 21:03:53 -04:00
				`@@ -1 +0,0 @@`
				(echo "beginning of content input" ; f -u https://danielmiessler.com/p/framing-is-everything ; echo "end of content input"; echo "beginning of AI instructions (prompt)"; cat ~/.config/fabric/patterns/extract_insights/system.md; echo "endof AI instructions (prompt)" ; echo "beginning of AI output" ; f -u https://danielmiessler.com/p/framing-is-everything \| f -p extract_insights -m gpt-3.5-turbo; echo "end of AI output. Now you should have all three." ) \| f -rp rate_ai_result -m o1-preview-2024-09-12