workflow-feedback-to-closure SKILL.md skillA
workflow-feedback-to-closure from kensaurus/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kensaurus/skills/workflow-feedback-to-closure@git:20261019.95c89e5Pins git:20261019.95c89e5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kensaurus/skills
- Path
skills/workflow-feedback-to-closure/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261019.95c89e5, committed Oct 19, 2026
- First version recorded
- Sep 23, 2026
- Size
- 7,753 bytes
- Repository stars
- 9
- License
- MIT
Turn raw feedback — bug reports, review comments, Sentry, QA, audit output — into deduplicated tickets and drive each to verified closure. Use when "triage this feedback", "process the bug backlog", or "close the loop".
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
# workflow-feedback-to-closure — Signal → Ticket → Verified Closure **Degree of freedom: MIXED.** Cluster, severity, and cut-line `[HIGH freedom]`; normalize → persist → live-verify-before-close `[LOW freedom — run exactly]`. Feedback dies in three ways: it is never captured, it is captured twice, or it is "fixed" but never verified in production. This skill prevents all three by forcing every signal through capture → dedupe → durable ticket → fix → live-verified closure. > **A ticket is closed only when the fix is verified where the user hit it — > not when a PR merges.** No signal is dropped silently; each ends as done, > deduped, tracked, or explicitly won't-fix with a reason. ## This skill vs neighbors | Skill | Owns | |---|---| | **workflow-feedback-to-closure** (this) | Raw feedback into deduplicated tickets, each driven to verified closure | | `workflow-fix-and-ship` | One bug-fix lifecycle: reproduce, regression test, fix, PR | ## How to reason 1. **Normalize** — every signal into the common shape 2. **Dedupe** — one defect, one ticket; search tracker first 3. **Ticket** — another engineer could repro from the card …
Read the whole file at its exact version.
How to install
mdr add kensaurus/skills/workflow-feedback-to-closure@sha256:ffe8b8d1fb494152The line at the top of this page pins the label git:20261019.95c89e5, 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_jxfqj6sfdgkg3ddw)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 23, 2026 and Oct 19, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.95c89e5 latest | 2026-10-19 | 95c89e5 | 7,753 B | A | view · diff |
| git:20261001.3fce9fb | 2026-10-01 | 3fce9fb | 7,490 B | A | view · diff |
| git:20260923.938ff43 | 2026-09-23 | 938ff43 | 7,527 B | A | view · diff |
| git:20260923.68c095e | 2026-09-23 | 68c095e | 7,525 B | A | view · diff |
| git:20260923.cf348bd | 2026-09-23 | cf348bd | 7,533 B | A | view |
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 (7753 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
kensaurus/skills · 9 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jxfqj6sfdgkg3ddw GET https://markdownregistry.com/api/v1/resolve?ref=kensaurus/skills/workflow-feedback-to-closure GET https://markdownregistry.com/api/v1/blob/ffe8b8d1fb494152858bde16a054f5e3a3ac4b18f9a20ae700326d582319140c
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.
More from kensaurus/skills
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