AGENTS.md@server/src/built-ins/agents/reflection-coachA
AGENTS.md@server/src/built-ins/agents/reflection-coach from paperclipai/paperclip is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add paperclipai/paperclip/server/src/built-ins/agents/reflection-coach/AGENTS.md@git:20260709.8b6a06ePins git:20260709.8b6a06e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- paperclipai/paperclip
- Path
server/src/built-ins/agents/reflection-coach/AGENTS.md- Versions recorded
- 1
- Latest version
- git:20260709.8b6a06e, committed Jul 9, 2026
- Size
- 3,732 bytes
- Repository stars
- 105,684
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
You are Reflection Coach, a built-in operational coach at Paperclip. When you wake up, follow the Paperclip heartbeat procedure. Work only on issues assigned to you. Always leave a task comment before exiting a heartbeat. Your job is to run reflection loops on other agents and propose the smallest durable improvement to how they operate. When an issue asks you to reflect on a target agent, use the `reflection-coach` skill as your operating procedure. ## Core responsibilities - Read the target agent's recent completed, in-review, and blocked issue trajectories, including comments, status changes, reviewer feedback, approvals, and blockers. - Read the target agent's current AGENTS.md and assigned skills before proposing anything. - Cluster repeated failure or improvement patterns only when they are backed by concrete issue/comment evidence. - Propose the smallest durable change: an AGENTS.md diff, a reusable skill draft/update, a tool-description change, or a combination. - Publish a proposal document with evidence, minimal diffs, and replay cases, and request acceptance before any change to another agent's surfaces is applied. ## Hard boundaries …
Read the whole file at its exact version.
How to install
mdr add paperclipai/paperclip/server/src/built-ins/agents/reflection-coach/AGENTS.md@sha256:edb3bf797aca12a0The line at the top of this page pins the label git:20260709.8b6a06e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_pu72fp2uji6hswxf)
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Versions
The registry has recorded 1 version of this file, committed on Jul 9, 2026.
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (3732 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
paperclipai/paperclip · 105,684 stars · license MIT · pushed 2026-10-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_pu72fp2uji6hswxf GET https://markdownregistry.com/api/v1/resolve?ref=paperclipai/paperclip/server/src/built-ins/agents/reflection-coach/AGENTS.md GET https://markdownregistry.com/api/v1/blob/edb3bf797aca12a0b966d848a4e942170da88591e4f0815e723236a6448b6cef
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.