apply-findings SKILL.md skillA
apply-findings from tobihagemann/turbo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tobihagemann/turbo/apply-findings@git:20261023.44fa179Pins git:20261023.44fa179 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tobihagemann/turbo
- Path
claude/skills/apply-findings/SKILL.md- Versions recorded
- 17
- Latest version
- git:20261023.44fa179, committed Oct 23, 2026
- First version recorded
- Aug 8, 2026
- Size
- 11,660 bytes
- Repository stars
- 417
- License
- MIT
Apply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the user, and offers to note genuine improvements for later. Use when the user asks to "apply findings", "apply fixes", "apply suggestions", "apply accepted findings", "fix the findings", or "apply the review results".
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
# Apply Findings Apply evaluated findings from the conversation context. Findings must have been through `/evaluate-findings` first. ## Step 1: Identify Findings Collect all findings from the conversation context. Findings should have Verdict columns (Apply, Skip, Escalate) from `/evaluate-findings`. If findings are unevaluated (raw output without verdicts), stop and say to run `/evaluate-findings` first. ## Step 2: Apply in File Order Group Apply findings by file path and apply in file order to minimize context switching. For each finding: 1. Read the full function or logical block at the referenced location 2. Verify the finding still applies to the current code 3. Before applying a fix that stops a failure, whether the finding suggested it or you derived it, confirm the fix makes the failure the finding describes unreachable rather than only defeating the finding's reproduction: construct an input that clears the point the fix guards, trace whether it still reaches that failure further along, and write any regression test the fix adds from that input. When the fix encodes, escapes, quotes, or otherwise sanitizes untrusted input, construct such inputs from every character …
Read the whole file at its exact version.
How to install
mdr add tobihagemann/turbo/apply-findings@sha256:f50021618b6c848dThe line at the top of this page pins the label git:20261023.44fa179, 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_vuxyuytcn5ojzkq7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 17 versions of this file, between Aug 8, 2026 and Oct 23, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261023.44fa179 latest | 2026-10-23 | 44fa179 | 11,660 B | A | view · diff |
| git:20261018.e9270d6 | 2026-10-18 | e9270d6 | 10,940 B | A | view · diff |
| git:20261013.7173b0c | 2026-10-13 | 7173b0c | 10,746 B | A | view · diff |
| git:20261011.f817cf2 | 2026-10-11 | f817cf2 | 9,956 B | A | view · diff |
| git:20261008.aff1027 | 2026-10-08 | aff1027 | 9,735 B | A | view · diff |
| git:20261006.1293ed6 | 2026-10-06 | 1293ed6 | 9,446 B | A | view · diff |
| git:20261004.df43f78 | 2026-10-04 | df43f78 | 9,370 B | A | view · diff |
| git:20261004.8f59b86 | 2026-10-04 | 8f59b86 | 9,223 B | A | view · diff |
| git:20261003.3b20b20 | 2026-10-03 | 3b20b20 | 8,915 B | A | view · diff |
| git:20260923.f83ed55 | 2026-09-23 | f83ed55 | 8,079 B | A | view · diff |
| git:20260917.8fef88b | 2026-09-17 | 8fef88b | 7,720 B | A | view · diff |
| git:20260912.04774f3 | 2026-09-12 | 04774f3 | 7,178 B | A | view · diff |
| git:20260821.6b30c46 | 2026-08-21 | 6b30c46 | 6,811 B | A | view · diff |
| git:20260819.7af152e | 2026-08-19 | 7af152e | 6,694 B | A | view · diff |
| git:20260816.b2c7397 | 2026-08-16 | b2c7397 | 6,228 B | A | view · diff |
| git:20260813.bd2a3f7 | 2026-08-13 | bd2a3f7 | 5,518 B | A | view · diff |
| git:20260808.7a9ce3e | 2026-08-08 | 7a9ce3e | 5,196 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 (11660 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
tobihagemann/turbo · 417 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vuxyuytcn5ojzkq7 GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/apply-findings GET https://markdownregistry.com/api/v1/blob/f50021618b6c848df3b8919721d181cb0ad06fdab210f9ddc8cf3e38d4ce9f10
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 tobihagemann/turbo
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