Borrowing it
Nothing to install: this file belongs to dkships/pm-copilot. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/dkships/pm-copilot/main/AGENTS.mdgit clone --depth 1 https://github.com/dkships/pm-copilotWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/dkships/pm-copilot/agents-md)<a href="https://agentmods.dev/instructions/dkships/pm-copilot/agents-md"><img src="https://agentmods.dev/badge/instructions/dkships/pm-copilot/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/dkships/pm-copilot/agents-md"><img src="https://agentmods.dev/badge/instructions/dkships/pm-copilot/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00894 | $0.00894 |
| Opus 5.5 | $0.00358 | $0.00358 |
| Sonnet 5.5 | $0.00179 | $0.00179 |
| Haiku 4.5 | $0.00089 | $0.00089 |
Grade A, and why
pm-copilot AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PM Copilot — Agent Instructions
Guidance for AI coding agents (Claude Code, Codex, Cursor, Aider, etc.) working in this repo. Human contributors: see CONTRIBUTING.md.
What this is
MCP server connecting an LLM to customer signal data (HelpScout support tickets, ProductLift feature requests, Chatbase AI support agent conversations). Cross-source theme analysis and prioritized product planning.
Tech stack
- TypeScript, ES modules, Node 20+
@modelcontextprotocol/sdkwith stdio transport- HelpScout API v2 (OAuth2 client credentials)
- ProductLift API v1 (Bearer token, multi-portal)
- Chatbase API v1 (Bearer token, multi-agent)
Scope and boundaries
- PII scrubbing on all customer text before analysis (SSN, CC, email, phone). Chatbase chat text is the widest PII surface: only
role: "user"turns are read. See SECURITY.md. - Never send unscrubbed customer text. Scrubbing happens at the format layer.
- Return raw structured data from tools. Let the LLM do synthesis.
- Partial-failure resilient: if one API is down, return data from the others plus a warnings array.
Working rules
- Use
registerTool/registerResourcefor MCP registration (not deprecated.tool()) - All API clients in their own module (e.g.,
helpscout.ts,productlift.ts,chatbase.ts) - Handle errors with
isError: trueresponses - No
anytypes. Useas Tcasts at API boundaries. - Theme config loaded at runtime via
fs.readFileSync— edits don't require rebuild - Use environment variables for credentials. Never paste token values into config or commit them.
- Run
npm run buildafter source changes before testing through an MCP client.
Definition of done
- Tool responses include
pii_scrubbing_applied: trueandpii_categories_redacted - Partial failures return a
warningsarray identifying which source failed npm run build,npm run typecheck,npm test,npm run eval -- --min-f1 0.90, andnpm run audit:ciall pass- New customer data sources route through
src/pii-scrubber.ts
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago Changed · +1 lines · +67 tokens per session 1cda2f866a97
- 1mo ago First seen · 62 lines · 827 tokens per session scan A 72654a1f1519
pm-copilot AGENTS.md is an instructions file published in the GitHub repository dkships/pm-copilot (30 stars, last pushed 3d ago), licensed MIT. It adds 894 tokens to every session, about $0.0036 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.