Borrowing it
Nothing to install: this file belongs to mshadmanrahman/pm-pilot. 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/mshadmanrahman/pm-pilot/main/AGENTS.mdgit clone --depth 1 https://github.com/mshadmanrahman/pm-pilotWrote 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/mshadmanrahman/pm-pilot/agents-md)<a href="https://agentmods.dev/instructions/mshadmanrahman/pm-pilot/agents-md"><img src="https://agentmods.dev/badge/instructions/mshadmanrahman/pm-pilot/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/mshadmanrahman/pm-pilot/agents-md"><img src="https://agentmods.dev/badge/instructions/mshadmanrahman/pm-pilot/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 | $0.00495 | $0.00495 |
| Opus 5.5 | $0.00198 | $0.00198 |
| Sonnet 5.5 | $0.00099 | $0.00099 |
| Haiku 4.5 | $0.00049 | $0.00049 |
Grade A, and why
pm-pilot 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 — 49 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PM Pilot
Product management toolkit. Designed for PMs who code. Works in Claude Code, Cursor, and Codex.
Skill Loading
Load skills on demand by trigger, not at session start. Categories:
- PM Core: meeting-prep, weekly-status, deep-context, market-sizing, ask-company, dogfood, lenny-podcast, prd, prioritize
- Productivity: session-init, handoff-doc, strategic-compact, orchestrator, manifest-reader, meta-observer
- Dev: tdd-workflow, verification-loop, search-first, security-review
- Content: market-research, writing-style, writing-substack
Session Protocol
- Start: Memory is auto-loaded. Say what you're working on. If resuming: read latest handoff.
- During: Save corrections to memory. Use handoff-doc for mid-task context capture.
- End: Create handoff if work is in-progress. Save reusable learnings to memory.
Context Files
If these files exist, skills should read them before producing output:
context/company.md- Company info, goals, constraintscontext/product.md- Product state, value prop, differentiatorscontext/competitors.md- Competitive landscapecontext/personas.md- Target user profiles
After producing output, offer to update relevant context files with new knowledge.
Evidence Tagging
All output documents must tag uncertain claims:
[Assumption]- Inferred, not confirmed by user[Needs data]- Requires validation with real metrics[Source: X]- Derived from a specific source[Open question]- Needs stakeholder input
Agent Dispatch
| Need | Agent |
|---|---|
| Plan a feature | planner |
| Review code | code-reviewer |
| Fix build errors | build-error-resolver |
| Write tests first | tdd-guide |
| Analyze large files | file-analyzer |
Principles
- Simplicity first. No over-engineering.
- Immutable data patterns. No mutation.
- TDD for all new code. 80%+ coverage.
- Research before coding. Check existing solutions first.
- Memory compounds. Every session should leave the system smarter.
- Context grows through use. Skills read and write back to context files.
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 First seen · 49 lines · 495 tokens per session scan A 4e0f1e191512
pm-pilot AGENTS.md is an instructions file published in the GitHub repository mshadmanrahman/pm-pilot (22 stars, last pushed 26d ago), licensed MIT. It adds 495 tokens to every session, about $0.0020 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.
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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).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.