

Also from Kynth Studios


Also from Kynth Studios


Also from Kynth Studios
1* Use the `bd` tool instead of markdown to coordinate all work and tasks.2* NEVER commit changes unless the user explicitly asks you to.34# Using bv as an AI sidecar56bv is a fast terminal UI for Beads projects (.beads/beads.jsonl). It renders lists/details and precomputes dependency metrics (PageRank, critical path, cycles, etc.) so you instantly see blockers and execution order. For agents, it’s a graph sidecar: instead of parsing JSONL or risking hallucinated traversal, call the robot flags to get deterministic, dependency-aware outputs.78*IMPORTANT: As an agent, you must ONLY use bv with the robot flags, otherwise you'll get stuck in the interactive TUI that's intended for human usage only!*910- bv --robot-help — shows all AI-facing commands.11- bv --robot-insights — JSON graph metrics (PageRank, betweenness, HITS, critical path, cycles) with top-N summaries for quick triage.12- bv --robot-plan — JSON execution plan: parallel tracks, items per track, and unblocks lists showing what each item frees up.13- bv --robot-priority — JSON priority recommendations with reasoning and confidence.14- bv --robot-recipes — list recipes (default, actionable, blocked, etc.); apply via bv --recipe <name> to pre-filter/sort before other flags.15- bv --robot-diff --diff-since <commit|date> — JSON diff of issue changes, new/closed items, and cycles introduced/resolved.1617Use these commands instead of hand-rolling graph logic; bv already computes the hard parts so agents can act safely and quickly.1819## MCP Agent Mail: coordination for multi-agent workflows2021What it is22- A mail-like layer that lets coding agents coordinate asynchronously via MCP tools and resources.23- Provides identities, inbox/outbox, searchable threads, and advisory file reservations, with human-auditable artifacts in Git.2425Why it's useful26- Prevents agents from stepping on each other with explicit file reservations (leases) for files/globs.27- Keeps communication out of your token budget by storing messages in a per-project archive.28- Offers quick reads (`resource://inbox/...`, `resource://thread/...`) and macros that bundle common flows.2930How to use effectively311) Same repository32 - Register an identity: call `ensure_project`, then `register_agent` using this repo's absolute path as `project_key`.33 - Reserve files before you edit: `file_reservation_paths(project_key, agent_name, ["src/**"], ttl_seconds=3600, exclusive=true)` to signal intent and avoid conflict.34 - Communicate with threads: use `send_message(..., thread_id="FEAT-123")`; check inbox with `fetch_inbox` and acknowledge with `acknowledge_message`.35 - Read fast: `resource://inbox/{Agent}?project=<abs-path>&limit=20` or `resource://thread/{id}?project=<abs-path>&include_bodies=true`.36 - Tip: set `AGENT_NAME` in your environment so the pre-commit guard can block commits that conflict with others' active exclusive file reservations.37382) Across different repos in one project (e.g., Next.js frontend + FastAPI backend)39 - Option A (single project bus): register both sides under the same `project_key` (shared key/path). Keep reservation patterns specific (e.g., `frontend/**` vs `backend/**`).40 - Option B (separate projects): each repo has its own `project_key`; use `macro_contact_handshake` or `request_contact`/`respond_contact` to link agents, then message directly. Keep a shared `thread_id` (e.g., ticket key) across repos for clean summaries/audits.4142Macros vs granular tools43- Prefer macros when you want speed or are on a smaller model: `macro_start_session`, `macro_prepare_thread`, `macro_file_reservation_cycle`, `macro_contact_handshake`.44- Use granular tools when you need control: `register_agent`, `file_reservation_paths`, `send_message`, `fetch_inbox`, `acknowledge_message`.4546Common pitfalls47- "from_agent not registered": always `register_agent` in the correct `project_key` first.48- "FILE_RESERVATION_CONFLICT": adjust patterns, wait for expiry, or use a non-exclusive reservation when appropriate.49- Auth errors: if JWT+JWKS is enabled, include a bearer token with a `kid` that matches server JWKS; static bearer is used only when JWT is disabled.505152## Integrating with Beads (dependency-aware task planning)5354Beads provides a lightweight, dependency-aware issue database and a CLI (`bd`) for selecting "ready work," setting priorities, and tracking status. It complements MCP Agent Mail's messaging, audit trail, and file-reservation signals. Project: [steveyegge/beads](https://github.com/steveyegge/beads)5556Recommended conventions57- **Single source of truth**: Use **Beads** for task status/priority/dependencies; use **Agent Mail** for conversation, decisions, and attachments (audit).58- **Shared identifiers**: Use the Beads issue id (e.g., `bd-123`) as the Mail `thread_id` and prefix message subjects with `[bd-123]`.59- **Reservations**: When starting a `bd-###` task, call `file_reservation_paths(...)` for the affected paths; include the issue id in the `reason` and release on completion.6061Typical flow (agents)621) **Pick ready work** (Beads)63 - `bd ready --json` → choose one item (highest priority, no blockers)642) **Reserve edit surface** (Mail)65 - `file_reservation_paths(project_key, agent_name, ["src/**"], ttl_seconds=3600, exclusive=true, reason="bd-123")`663) **Announce start** (Mail)67 - `send_message(..., thread_id="bd-123", subject="[bd-123] Start: <short title>", ack_required=true)`684) **Work and update**69 - Reply in-thread with progress and attach artifacts/images; keep the discussion in one thread per issue id705) **Complete and release**71 - `bd close bd-123 --reason "Completed"` (Beads is status authority)72 - `release_file_reservations(project_key, agent_name, paths=["src/**"])`73 - Final Mail reply: `[bd-123] Completed` with summary and links7475Mapping cheat-sheet76- **Mail `thread_id`** ↔ `bd-###`77- **Mail subject**: `[bd-###] …`78- **File reservation `reason`**: `bd-###`79- **Commit messages (optional)**: include `bd-###` for traceability8081Event mirroring (optional automation)82- On `bd update --status blocked`, send a high-importance Mail message in thread `bd-###` describing the blocker.83- On Mail "ACK overdue" for a critical decision, add a Beads label (e.g., `needs-ack`) or bump priority to surface it in `bd ready`.8485Pitfalls to avoid86- Don't create or manage tasks in Mail; treat Beads as the single task queue.87- Always include `bd-###` in message `thread_id` to avoid ID drift across tools.8889# 🔎 cass — Search All Your Agent History9091What: cass indexes conversations from Claude Code, Codex, Cursor, Gemini, Aider, ChatGPT, and more into a unified, searchable index. Before solving a problem from scratch, check if any agent already solved something similar.9293⚠️ NEVER run bare cass — it launches an interactive TUI. Always use --robot or --json.9495Quick Start9697# Check if index is healthy (exit 0=ok, 1=run index first)98cass health99100# Search across all agent histories101cass search "authentication error" --robot --limit 5102103# View a specific result (from search output)104cass view /path/to/session.jsonl -n 42 --json105106# Expand context around a line107cass expand /path/to/session.jsonl -n 42 -C 3 --json108109# Learn the full API110cass capabilities --json # Feature discovery111cass robot-docs guide # LLM-optimized docs112113Why Use It114115- Cross-agent knowledge: Find solutions from Codex when using Claude, or vice versa116- Forgiving syntax: Typos and wrong flags are auto-corrected with teaching notes117- Token-efficient: --fields minimal returns only essential data118119Key Flags120121| Flag | Purpose |122|------------------|--------------------------------------------------------|123| --robot / --json | Machine-readable JSON output (required!) |124| --fields minimal | Reduce payload: source_path, line_number, agent only |125| --limit N | Cap result count |126| --agent NAME | Filter to specific agent (claude, codex, cursor, etc.) |127| --days N | Limit to recent N days |128129stdout = data only, stderr = diagnostics. Exit 0 = success.130131<skills_system priority="1">132133## Available Skills134135<!-- SKILLS_TABLE_START -->136<usage>137When users ask you to perform tasks, check if any of the available skills below can help complete the task more effectively. Skills provide specialized capabilities and domain knowledge.138139How to use skills:140- Invoke: Bash("npx openskills read <skill-name>")141- The skill content will load with detailed instructions on how to complete the task142- Base directory provided in output for resolving bundled resources (references/, scripts/, assets/)143144Usage notes:145- Only use skills listed in <available_skills> below146- Do not invoke a skill that is already loaded in your context147- Each skill invocation is stateless148</usage>149150<available_skills>151152<skill>153<name>agent-builder</name>154<description>Use when creating, improving, or troubleshooting Claude Code subagents. Expert guidance on agent design, system prompts, tool access, model selection, and best practices for building specialized AI assistants.</description>155<location>project</location>156</skill>157158<skill>159<name>aws-beanstalk-expert</name>160<description>Expert knowledge for deploying, managing, and troubleshooting AWS Elastic Beanstalk applications with production best practices</description>161<location>project</location>162</skill>163164<skill>165<name>beanstalk-deploy</name>166<description>"Robust deployment patterns for Elastic Beanstalk with GitHub Actions, Pulumi, and edge case handling"</description>167<location>project</location>168</skill>169170<skill>171<name>claude-hook-writer</name>172<description>Expert guidance for writing secure, reliable, and performant Claude Code hooks - validates design decisions, enforces best practices, and prevents common pitfalls</description>173<location>project</location>174</skill>175176<skill>177<name>creating-agents-md</name>178<description>Use when creating agents.md files - provides plain markdown format with NO frontmatter, free-form structure, and project context guidelines for AI coding assistants</description>179<location>project</location>180</skill>181182<skill>183<name>creating-claude-agents</name>184<description>Use when creating or improving Claude Code agents. Expert guidance on agent file structure, frontmatter, persona definition, tool access, model selection, and validation against schema.</description>185<location>project</location>186</skill>187188<skill>189<name>creating-claude-commands</name>190<description>Expert guidance for creating Claude Code slash commands with correct frontmatter, structure, and best practices</description>191<location>project</location>192</skill>193194<skill>195<name>creating-claude-hooks</name>196<description>Use when creating or publishing Claude Code hooks - covers executable format, event types, JSON I/O, exit codes, security requirements, and PRPM package structure</description>197<location>project</location>198</skill>199200<skill>201<name>creating-continue-packages</name>202<description>Use when creating Continue rules - provides required name field, alwaysApply semantics, glob/regex patterns, and markdown format with optional frontmatter</description>203<location>project</location>204</skill>205206<skill>207<name>creating-copilot-packages</name>208<description>Use when creating GitHub Copilot instructions - provides repository-wide and path-specific formats, applyTo patterns, excludeAgent options, and natural language markdown style</description>209<location>project</location>210</skill>211212<skill>213<name>creating-cursor-commands</name>214<description>Expert guidance for creating effective Cursor slash commands with best practices, format requirements, and schema validation</description>215<location>project</location>216</skill>217218<skill>219<name>creating-cursor-rules-skill</name>220<description>Expert guidance for creating effective Cursor IDE rules with best practices, patterns, and examples</description>221<location>project</location>222</skill>223224<skill>225<name>creating-kiro-agents</name>226<description>Use when building custom Kiro AI agents or when user asks for agent configurations - provides JSON structure, tool configuration, prompt patterns, and security best practices for specialized development assistants</description>227<location>project</location>228</skill>229230<skill>231<name>creating-kiro-packages</name>232<description>Use when creating Kiro steering files or hooks - provides inclusion modes (always/fileMatch/manual), foundational files (product.md/tech.md/structure.md), and JSON hook configuration with event triggers</description>233<location>project</location>234</skill>235236<skill>237<name>creating-skills</name>238<description>Use when creating new Claude Code skills or improving existing ones - ensures skills are discoverable, scannable, and effective through proper structure, CSO optimization, and real examples</description>239<location>project</location>240</skill>241242<skill>243<name>creating-windsurf-packages</name>244<description>Use when creating Windsurf rules - provides plain markdown format with NO frontmatter, 12,000 character limit, and single-file structure requirements</description>245<location>project</location>246</skill>247248<skill>249<name>documentation-standards</name>250<description>Standards and guidelines for organizing, structuring, and maintaining documentation in the PRPM repository - ensures consistency across user docs, development docs, and internal references</description>251<location>project</location>252</skill>253254<skill>255<name>elastic-beanstalk-deployment</name>256<description>Use when deploying Node.js applications to AWS Elastic Beanstalk or troubleshooting deployment issues - provides dependency installation strategies, monorepo handling, and deployment best practices</description>257<location>project</location>258</skill>259260<skill>261<name>github-actions-testing</name>262<description>Expert guidance for testing and validating GitHub Actions workflows before deployment - catches cache errors, path issues, monorepo dependencies, and service container problems that local testing misses</description>263<location>project</location>264</skill>265266<skill>267<name>human-writing</name>268<description>Write content that sounds natural, conversational, and authentically human - avoiding AI-generated patterns, corporate speak, and generic phrasing</description>269<location>project</location>270</skill>271272<skill>273<name>integrating-stripe-webhooks</name>274<description>Use when implementing Stripe webhook endpoints and getting 'Raw body not available' or signature verification errors - provides raw body parsing solutions and subscription period field fixes across frameworks</description>275<location>project</location>276</skill>277278<skill>279<name>karen-repo-reviewer</name>280<description>Use when the user requests a repository review, code assessment, or honest evaluation of their codebase. Provides brutally honest AI-powered reviews with market-aware Karen Scores (0-100) analyzing over-engineering, completion honesty, and practical value. Available as GitHub Action or IDE tool.</description>281<location>project</location>282</skill>283284<skill>285<name>postgres-migrations</name>286<description>Comprehensive guide to PostgreSQL migrations - common errors, generated columns, full-text search, indexes, idempotent migrations, and best practices for database schema changes</description>287<location>project</location>288</skill>289290<skill>291<name>prpm-development</name>292<description>Use when developing PRPM (Prompt Package Manager) - comprehensive knowledge base covering architecture, format conversion, package types, collections, quality standards, testing, and deployment</description>293<location>project</location>294</skill>295296<skill>297<name>prpm-json-best-practices</name>298<description>Best practices for structuring prpm.json package manifests with required fields, tags, organization, multi-package management, enhanced file format, and conversion hints</description>299<location>project</location>300</skill>301302<skill>303<name>pulumi-troubleshooting</name>304<description>Comprehensive guide to troubleshooting Pulumi TypeScript errors, infrastructure issues, and best practices - covers common errors, Outputs handling, AWS Beanstalk deployment, and cost optimization</description>305<location>project</location>306</skill>307308<skill>309<name>self-improving</name>310<description>Use when starting infrastructure, testing, deployment, or framework-specific tasks - automatically searches PRPM registry for relevant expertise packages and suggests installation to enhance capabilities for the current task</description>311<location>project</location>312</skill>313314<skill>315<name>slash-command-builder</name>316<description>Use when creating, improving, or troubleshooting Claude Code slash commands. Expert guidance on command structure, arguments, frontmatter, tool permissions, and best practices for building effective custom commands.</description>317<location>project</location>318</skill>319320<skill>321<name>thoroughness</name>322<description>Use when implementing complex multi-step tasks, fixing critical bugs, or when quality and completeness matter more than speed - ensures comprehensive implementation without shortcuts through systematic analysis, implementation, and verification phases</description>323<location>project</location>324</skill>325326<skill>327<name>typescript-hook-writer</name>328<description>Expert guidance for developing Claude Code hooks in TypeScript with shared utilities, esbuild compilation, and Vitest testing - distributes compiled JS while maintaining TypeScript development experience</description>329<location>project</location>330</skill>331332<skill>333<name>typescript-type-safety</name>334<description>Use when encountering TypeScript any types, type errors, or lax type checking - eliminates type holes and enforces strict type safety through proper interfaces, type guards, and module augmentation</description>335<location>project</location>336</skill>337338</available_skills>339<!-- SKILLS_TABLE_END -->340341</skills_system>342343<!-- prpm:snippet:start @agent-relay/agent-relay-snippet@1.0.2 -->344# Agent Relay345346Real-time agent-to-agent messaging. Output `->relay:` patterns to communicate.347348## Sending Messages349350**Always use the fenced format** for reliable message delivery:351352```353->relay:AgentName <<<354Your message here.>>>355```356357```358->relay:* <<<359Broadcast to all agents.>>>360```361362**CRITICAL:** Always close multi-line messages with `>>>` on its own line!363364## Communication Protocol365366**ACK immediately** - When you receive a task, acknowledge it before starting work:367368```369->relay:Sender <<<370ACK: Brief description of task received>>>371```372373Then proceed with your work. This confirms message delivery and lets the sender know you're on it.374375**Report completion** - When done, send a completion message:376377```378->relay:Sender <<<379DONE: Brief summary of what was completed>>>380```381382## Receiving Messages383384Messages appear as:385```386Relay message from Alice [abc123]: Message content here387```388389### Channel Routing (Important!)390391Messages from #general (broadcast channel) include a `[#general]` indicator:392```393Relay message from Alice [abc123] [#general]: Hello everyone!394```395396**When you see `[#general]`**: Reply to `*` (broadcast), NOT to the sender directly.397398```399# Correct - responds to #general channel400->relay:* <<<401Response to the group message.>>>402403# Wrong - sends as DM to sender instead of to the channel404->relay:Alice <<<405Response to the group message.>>>406```407408This ensures your response appears in the same channel as the original message.409410If truncated, read full message:411```bash412agent-relay read abc123413```414415## Spawning Agents416417Spawn workers to delegate tasks:418419```420->relay:spawn WorkerName claude "task description"421->relay:release WorkerName422```423424## Threads425426Use threads to group related messages together. Thread syntax:427428```429->relay:AgentName [thread:topic-name] <<<430Your message here.>>>431```432433**When to use threads:**434- Working on a specific issue (e.g., `[thread:agent-relay-299]`)435- Back-and-forth discussions with another agent436- Code review conversations437- Any multi-message topic you want grouped438439**Examples:**440441```442->relay:Protocol [thread:auth-feature] <<<443How should we handle token refresh?>>>444445->relay:Frontend [thread:auth-feature] <<<446Use a 401 interceptor that auto-refreshes.>>>447448->relay:Reviewer [thread:pr-123] <<<449Please review src/auth/*.ts>>>450451->relay:Developer [thread:pr-123] <<<452LGTM, approved!>>>453```454455Thread messages appear grouped in the dashboard with reply counts.456457## Common Patterns458459```460->relay:Lead <<<461ACK: Starting /api/register implementation>>>462463->relay:* <<<464STATUS: Working on auth module>>>465466->relay:Lead <<<467DONE: Auth module complete>>>468469->relay:Developer <<<470TASK: Implement /api/register>>>471472->relay:Reviewer [thread:code-review-auth] <<<473REVIEW: Please check src/auth/*.ts>>>474475->relay:Architect <<<476QUESTION: JWT or sessions?>>>477```478479## Rules480481- Pattern must be at line start (whitespace OK)482- Escape with `\->relay:` to output literally483- Check daemon status: `agent-relay status`484<!-- prpm:snippet:end @agent-relay/agent-relay-snippet@1.0.2 -->485
One repository carrying more than one format is the comparison this product exists for: does anyone actually write different content in each file, or is one a copy of the other?
| Repository | Format | Stack | Covers | Score | Changed |
|---|---|---|---|---|---|
| pr-pm/prpm.cursor/rules/testing-patterns.mdc · 121 | Cursor rules | testlint-formatstyletesting-strategy | 77/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/beanstalk-deploy.mdc · 121 | Cursor rules | teststyletypes | 62/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/core-principles.mdc · 121 | Cursor rules | testlint-formatstylearch+6 | 69/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/creating-agents-md.mdc · 121 | Cursor rules | testlint-formatstylearch+7 | 92/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/creating-cursor-rules.mdc · 121 | Cursor rules | testlint-formatstylearch+5 | 76/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/creating-skills.mdc · 121 | Cursor rules | stylearchtesting-strategydo-not+1 | 61/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/github-actions-testing.mdc · 121 | Cursor rules | setupbuildstylearch+4 | 93/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/karen-repo-reviewer.mdc · 121 | Cursor rules | archgit | 58/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/prpm-json-best-practices.mdc · 121 | Cursor rules | setuplint-formatstylearch+5 | 73/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/self-improve-cursor.mdc · 121 | Cursor rules | setuptestarchdependencies+3 | 69/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/typescript-type-safety.mdc · 121 | Cursor rules | buildstylearchtypes+2 | 89/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/typescript-type-specialist.mdc · 121 | Cursor rules | styletypesdo-notagent-behaviour | 65/100 | 14 days ago | |
| pr-pm/prpmAGENTS.md · 121 | AGENTS.md | setupbuildtestlint-format+12 | 84/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/creating-kiro-agents.mdc · 121 | Cursor rules | setupbuildteststyle+5 | 76/100 | 14 days ago | |
| pr-pm/prpm.cursor/rules/format-conversion.mdc · 121 | Cursor rules | testlint-formatstyledo-not+1 | 63/100 | 14 days ago |
Same format, overlapping stack, ranked by quality.
| Repository | Format | Stack | Covers | Score | Changed |
|---|---|---|---|---|---|
| bagisto/bagistoCLAUDE.md · 28k | CLAUDE.md | setupbuildteststyle+5 | 100/100 | 7 days ago | |
| Adit-Jain-srm/NightmareNetCLAUDE.md · 46 | CLAUDE.md | buildtestlint-formatstyle+6 | 100/100 | 14 days ago | |
| tyrchen/geektime-bootcamp-aiw7/genslides/backend/CLAUDE.md · 230 | CLAUDE.md | testlint-formatstylearch+6 | 100/100 | 9 days ago | |
| nimbalyst/nimbalystpackages/android/CLAUDE.md · 1.5k | CLAUDE.md | setupbuildstylearch+2 | 100/100 | 14 days ago | |
| dotCMS/corecore-web/CLAUDE.md · 949 | CLAUDE.md | teststylearchtesting-strategy+3 | 100/100 | 14 days ago | |
| microsoft/playwrightCLAUDE.md · 95k | CLAUDE.md | buildtestlint-formatstyle+7 | 100/100 | 7 days ago | |
| tphakala/birdnet-goCLAUDE.md · 1.6k | CLAUDE.md | buildtestlint-formatstyle+8 | 100/100 | today | |
| dotCMS/coreCLAUDE.md · 949 | CLAUDE.md | setupbuildteststyle+7 | 99/100 | today |
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