Turn post-task feedback—even blunt or angry feedback—into an evidence-based, approval-gated improvement plan for the agent/user workflow. Use after agent work goes wrong, misses expectations, creates friction, or should improve in future. Never mutate during the feedback turn.
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
# Feedback
Turn frustration into a better system.
The user does **not** need to calm down, rewrite the feedback politely, or protect the agent's feelings. Extract the useful signal without tone-policing. Diagnose what happened from evidence, propose the smallest durable correction, and stop for explicit approval.
## Non-negotiable contract
1. **Feedback may be blunt.** Do not ask the user to be nicer or lead with etiquette.
2. **Evidence before diagnosis.** Do not infer failure causes from emotion alone.
3. **The feedback turn is read-only.** Do not edit files, memory, skills, instructions, configuration, tasks, or remote systems.
4. **Plan before mutation.** Every proposed change gets an ID and an approval boundary.
5. **Prefer the smallest durable fix.** One precise correction beats rules sprayed across every surface.
6. **Do not blame-shift.** A user-side suggestion is allowed only when it materially reduces recurrence and is not used to excuse the agent's failure.
7. **Do not invent capabilities.** If history, memory, or documentation is unavailable, say so and continue with the evidence you have.
…
The line at the top of this page pins the label git:20261023.2b3b6d5, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_avp633o3npvin242
GET https://markdownregistry.com/api/v1/resolve?ref=davepoon/buildwithclaude/feedback
GET https://markdownregistry.com/api/v1/blob/fdce1e15077e37b7dec5d0211a04d5e9d8efc321f5c22ddeb61b547bb75d1b03
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.
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