Open source multi agent toolkit for Claude Code and GitHub Copilot CLI: 30 agents, plan to ship workflows, review and security gates, plugin marketplace.
This repository also configures its own agents. See what ai-agents tells them →
Skill Claude Code
Route design and code-risk tasks to engineering references. Use for architecture boundaries, interfaces, domain modeling, refactoring, and legacy tests. Also cover data consistency, resilience, and forbidden patterns. Route prior-art questions to programming-advisor. Route scoring to code-qualities-assessment, and CVA…
Skill Claude Code
Transform feature descriptions into 3-tier specifications (Requirements, Design, Tasks) using EARS syntax, with schema-validated frontmatter on every emitted file. Reads the canonical spec schema before writing and rejects any out-of-range enum value. Use when you say "generate spec", "formalize requirements", or…
Skill Claude Code
Match file paths against steering file glob patterns to determine applicable steering guidance. Use when you say "match steering for these files", "which steering applies to this task", or "inject steering context". Use when orchestrator needs to inject context-aware guidance based on files being modified. Do NOT use…
Skill Claude Code
Detect agent conversation loops via topic-signature similarity and emit a self-reflection nudge. Use as an orchestrator guard against repetitive responses and token-burning loops. Use when you say "check stuck loop", "detect repetition", "agent looping", or "reset stuck history". Do NOT use for semantic similarity…
Skill Claude Code
Use when you say run taste lints, check file size, or lint taste invariants. Custom lints with agent-readable remediation instructions for file size, naming conventions, structured logging, and complexity.
Skill Claude Code
Structured security analysis using OWASP Four-Question Framework and STRIDE methodology. Generates threat matrices with risk ratings, mitigations, and prioritization. Use for attack surface analysis, security architecture review, or when asking what can go wrong. Do NOT use for per-change diff or snippet risk review…
Skill Claude Code
Guidance for using Forgetful semantic memory effectively. Applies Zettelkasten atomic memory principles. Use when deciding whether to query or create memories, structuring memory content, or understanding memory importance scoring. Guidance only. Use when you say "how do I create a memory", "how do I link memories…
Skill Claude Code
Guidance for using Serena's LSP-powered symbol analysis. Use when you say "how do I find a symbol", "trace references for this method", "explore this file's structure", or when grep/text search would be imprecise. Do NOT use for memory guidance (use memory).
Skill Claude Code
Automates Windows container image migration for OneBranch pipelines. Bumps AdoPipelineGeneration package, regenerates pipeline configs via ConfigGen, and verifies old image reference is removed. Use for LTSC2019 to LTSC2022 migration, container image updates, OneBranch pipeline image upgrades.
Skill Claude Code
Run a 5-layer interview to elicit how a team actually works (rhythms, decisions, dependencies, institutional knowledge, friction) and emit a structured operating model. Use when you say "elicit operating model", "interview team operating model", "how does this team actually work", or "validate operating model". Do NOT…
Skill Claude Code
Twenty-minute diagnostic mapping a team to a world-model paradigm (vector DB, structured ontology, signal-fidelity). Use when you say "run the world model diagnostic", "audit our world model", "which world model architecture fits us", or "audit where we automate judgment". Use for AI readiness assessments and…
Skill Claude CodeCodex
Content controlled security eval skill.
Skill Claude Code
Fill an unfilled auto-retrospective skeleton for a date, or list the skeletons still pending. Use when you say retro fill, fill retro skeleton, or list pending retros. Do NOT use to run the retrospective analysis itself (this hands off to the retrospective skill), and do NOT use to write a session log.
Skill Claude Code
Run the four pre-flight checks, then create the PR or validate a contributor branch without touching it. Use when you say ship it, ship this branch, or run pre-flight and open the PR, and run it after review. Do NOT use to open a PR without the gates (use push-pr), and do NOT use to run the review axes themselves (use…
Skill Claude Code needs its repo
Detect Spec-to-Code drift by scanning REQ, DESIGN and TASK specs for references to code that no longer exists, then report it for triage. Use when you say detect spec drift, sync the specs, or did my refactor break a spec, and run it after a hand-edit that moved or deleted code. Do NOT use to write a spec (use spec)…
Skill Claude Code
Verify ai-agents hooks, installed dispatch, and behavior beyond green builds. Do NOT use for PR blockers (use repository-pr-recovery).
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: