Deeper guidance for CodeGraph work in this repo: query craft when the graph answers "not found" or UNKNOWN, the fallback ladder, and how to read a codegraph-eval-harness report…
Hybrid Code Search Protocol. Dùng Semble để tìm kiếm code theo từ khóa/ngữ nghĩa, và CodeGraph để trace dependency/call-graph. Thay thế grep_search và view_file mù quáng.
Use when starting or resuming code work in a repository worktree. Initialize or sync CodeGraph, keep its cache uncommitted, and prefer CodeGraph for code navigation before grep or…
Use CodeGraphContext (CGC) to index a repo into a graph DB and query it via CLI or MCP. Apply when the user wants semantic/code-graph search, call graphs, indexing, or configuring…
Use when the user wants to review a pull request, understand what a PR changes, assess risk of merging, or check missing test coverage.
Conduct a thorough review of the current changes against their proposal documentation. Use after a proposal has been applied to validate that implementation is complete, correct,…
Automate Codeinterpreter tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
AI 자율 개발 루프 제어 스킬. codeloop start/stop/status 서브커맨드로 Stop Hook 기반 무한 루프를 시작·중지·모니터링한다.
Drive Codeman, the session manager this agent is running inside, over its HTTP API: list sessions, start worker sessions, send them prompts, block until they finish (wait /…
Analyze codebase structure, dependencies, and changes. Use when user asks about project structure, where code is located, how files connect, what changed, or before starting any…
Analyzes codebases by mapping symbols (functions, classes, methods) using tree-sitter AST parsing. Use when exploring unknown code, finding bugs, understanding call graphs, or…
Use for mechanical edits across many call sites — ast-grep, LibCST, jscodeshift, OpenRewrite.
Use this plugin when the user wants a high-end, dark cinematic hero section for a coding-education / bootcamp landing page (CodeNest): full-screen HLS background video,…
Codeq Natural Language Processing API integration. Manage data, records, and automate workflows. Use when the user wants to interact with Codeq Natural Language Processing API…
Extract and resolve required CodeQL alert metadata from user input before remediation — from general/general-misc
Produce the final CodeQL fix result table and choose the correct exit code and retry behavior
CodeQL is a static analysis framework that queries code as a database. Use when you need interprocedural analysis or complex data flow tracking.
Classify and remediate CodeQL alerts with the SymFix workflow using staged changelog updates — from general/general-misc
Implementation Agent: Full TDD workflow in a single context window. Writes tests, implements code, and iterates until all tests pass.
Self-hosted Convex development in Coder workspaces with authentication, queries, mutations, React integration, and environment configuration
Retrieve universal coding patterns from vector database using true two-stage retrieval. Auto-invokes before complex tasks or when user says "--recall".
Store universal coding patterns into vector database. Auto-invokes after difficult tasks with broadly-applicable lessons.
Manage Coder workspaces and AI coding agent tasks via CLI. List, create, start, stop, and delete workspaces. SSH into workspaces to run commands.
AI-powered code review using CodeRabbit CLI and GitHub integration. Use when running local code reviews before commits ("run coderabbit", "review my changes"), configuring…
Diagnose and fix CodeRabbit common errors and configuration issues. Use when CodeRabbit is not reviewing PRs, posting duplicate comments, ignoring configuration, or behaving…
Execute CodeRabbit primary workflow: automated PR code review with configuration. Use when setting up automated code reviews on pull requests, configuring review behavior, or…
Tune CodeRabbit review configuration: learnings, code guidelines, and noise reduction. Use when fine-tuning review quality, training CodeRabbit with team preferences, adding code…
Optimize CodeRabbit costs through seat management, repo selection, and review scope tuning. Use when analyzing CodeRabbit billing, reducing per-seat costs, or implementing usage…
Implement CodeRabbit PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention…
Configure CodeRabbit enterprise access control, seat management, and organization policies. Use when managing who gets AI reviews, configuring organization-level defaults, or…
Implement fixes for specific CodeRabbit review issues. Runs in isolated subagent context with focused task. Verifies fixes with tests before returning.
The deterministic report-shape mechanics of a CodeRabbit-triage round — the triage-table example, the per-finding `### #N` handoff-packet skeleton (VALID + REJECTED worked…
Execute CodeRabbit incident response procedures when reviews stop working or block PRs. Use when CodeRabbit is down, reviews are not posting, PRs are blocked by stale checks, or…
Use when checking a repository's .coderabbit.yaml (or .coderabbit.yml) to determine whether inheritance: true is set
Install and configure CodeRabbit AI code review on GitHub or GitLab repositories. Use when setting up CodeRabbit for the first time, installing the GitHub App, configuring the…
Systematic workflow for CodeRabbit reviews - local CLI, PR threads, and commit attribution — from general/general-misc
Migrate to CodeRabbit from other code review tools or roll out across a large organization. Use when switching from another AI review tool, migrating from manual-only reviews, or…
Configure CodeRabbit review behavior per branch and environment using path instructions and base branches.
Monitor CodeRabbit review effectiveness with metrics, dashboards, and alerts. Use when tracking review coverage, measuring comment acceptance rates, or building dashboards for…
Optimize CodeRabbit review speed, relevance, and signal-to-noise ratio. Use when reviews take too long, contain too many irrelevant comments, or when teams are experiencing review…
Executa CodeRabbit CLI em modo prompt-only para revisar alterações locais, identificar issues, planejar correções e validar com testes antes do commit
Integrates CodeRabbit for automated PR code review. Use after PR creation to get AI-powered review feedback before human review.
Analyze code review findings and create execution plan. Decides parallel vs sequential fixing based on issue severity and independence.
Update CodeRabbit configuration for new features, migrate between plans, and adopt new capabilities. Use when CodeRabbit releases new features, upgrading from Free to Pro plan, or…
Implement CodeRabbit webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling CodeRabbit event…
Systematic workflow for CodeRabbit reviews - local CLI, PR threads, and commit attribution — from bitsoex/bitso-java
CodeREADr integration. Manage data, records, and automate workflows. Use when the user wants to interact with CodeREADr data.
Automate Codereadr tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
CoderPad integration. Manage Pads. Use when the user wants to interact with CoderPad data.
Spawn AI coding assistants (Claude, Gemini, Codex, OpenCode) in isolated tmux sessions with git worktrees, Redis coordination, and session persistence.
CodeScene integration. Manage Projects. Use when the user wants to interact with CodeScene data.
CodeSee integration. Manage data, records, and automate workflows. Use when the user wants to interact with CodeSee data.
Track agent session costs, file changes, and git commits with codesession-cli. Enforces budget limits and provides detailed session analytics with a web dashboard.
Create, manage, and optimize GitHub Codespaces cloud development environments. Configure devcontainers, manage resources, and streamline cloud-based development.
Create, manage, and optimize GitHub Codespaces cloud development environments. Configure devcontainers, manage resources, and streamline cloud-based development.
Ranked structural code search with codespelunker; use grep for exact regex/literal scans.
Codev project management CLI quick reference. Use when running codev commands to check correct syntax for init, adopt, update, and doctor.
Use before claiming CodeWhale release work is done: run the full gate sweep and list the manual QA targets.
Send work to Codex CLI in non-interactive mode. Use when the user wants to run prompts, pipe content, or parse output through `codex exec`.
Manage multiple OpenAI Codex accounts. Capture current login tokens and switch between them instantly.