implement-client-feedback SKILL.md skillA
implement-client-feedback from jqaisystems/jqai-ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jqaisystems/jqai-ai-skills/implement-client-feedback@git:20260714.4835a66Pins git:20260714.4835a66 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jqaisystems/jqai-ai-skills
- Path
skills/implement-client-feedback/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260714.4835a66, committed Jul 14, 2026
- Size
- 3,142 bytes
- Repository stars
- 3
- License
- MIT
Convert client revision notes into scoped implementation work with traceable decisions and verification. Use when a user provides comments, marked-up files, approval notes, or a feedback handoff and asks to implement changes, preserve approved elements, enforce exclusions, prepare a new version, or prove that every requested item was handled.
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
# Implement Client Feedback Turn client language into a controlled implementation contract, apply the authorized changes, and verify the result against the feedback source. ## 1. Establish the authoritative feedback set - Confirm the project root, current artifact or version, feedback source, and requested outcome. - Read the latest approved brief, feedback, current implementation, and relevant handoff material before changing files. - Treat the latest explicit decision as authoritative when it overrides earlier direction. - Preserve literal replacement text, names, exclusions, filenames, and approved claims. ## 2. Build the feedback matrix - Use [assets/feedback-implementation-brief.md](assets/feedback-implementation-brief.md). - Classify every item as `change`, `keep`, `remove`, `exclude`, `question`, or `future`. - Record the literal instruction, minimal interpretation, target, acceptance evidence, and status. - Keep rejected concepts in a prominent exclusion list so older files or templates cannot reintroduce them. - Separate client requests from optional internal improvements. ## 3. Resolve only material ambiguity …
Read the whole file at its exact version.
How to install
mdr add jqaisystems/jqai-ai-skills/implement-client-feedback@sha256:defb8b6dbcf0dd5eThe line at the top of this page pins the label git:20260714.4835a66, 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_ty4qqf7hkan2zeh6)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 14, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3142 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
jqaisystems/jqai-ai-skills · 3 stars · license MIT · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ty4qqf7hkan2zeh6 GET https://markdownregistry.com/api/v1/resolve?ref=jqaisystems/jqai-ai-skills/implement-client-feedback GET https://markdownregistry.com/api/v1/blob/defb8b6dbcf0dd5ec745339500254e4a259901dcadad78167270cdf531ffb6f2
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.