debug SKILL.md skillA
debug from this-hw/hiway-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add this-hw/hiway-kit/debug@git:20261006.d60faa0Pins git:20261006.d60faa0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- this-hw/hiway-kit
- Path
plugins/common/skills/debug/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261006.d60faa0, committed Oct 6, 2026
- First version recorded
- Sep 28, 2026
- Size
- 5,311 bytes
- Repository stars
- 3
- License
- MIT
Investigate a failure whose cause is not evident from the error itself - flaky or intermittent failures, failures that only happen in CI or one environment, or errors with several plausible causes across files - by reproducing, isolating, fixing and verifying. Skip it when the message already shows the fix (a missing variable, a typo, a wrong import); just fix that directly.
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
# 디버깅 실행 > 4-Phase Debugging > Reproduce → Isolate → Fix → Verify 호출되면 바로 파이프라인을 시작한다. 단계가 바뀔 때 한 줄로 진행을 알린다. 에러 정보: $ARGUMENTS --- ## 파이프라인 구조 ``` Phase 1 Reproduce → Phase 2 Isolate → Phase 3 Fix → (수정 반영) → Phase 4 Verify └─ fix-bugs (진단 전용) ─┘ fix-bugs (격리) verify-code ``` --- ## 위임 수단이 없는 하네스 — 강등 경로 아래 `subagent_type:` 블록은 운송 수단일 뿐이고, 불변식은 블록의 `prompt:` 계약(검사 항목·출력 형식·완료 선언)이다. 쓸 수 있는 수단을 호스트에 확인하고 위에서부터 한 칸씩 내려간다: **① 네이티브 서브에이전트**(블록 그대로) → **② 호스트의 다른 격리 위임 수단**(에이전트 정의 본문 `<플러그인 루트>/agents/<이름>.md` 를 **요약 없이** 넘기고 뒤에 `prompt:` 를 붙인다 — 플러그인 루트 탐색은 `skills/plan-task/references/task-tools-fallback.md` §A. 회신 요약이 아니라 계약 산출물로 판정한다) → **③ 이 세션에서 같은 계약을 직접 수행.** 수단이 없다고 단계를 건너뛰거나 하지 않은 위임을 했다고 보고하지 않는다. ③은 격리가 없다 — 판정을 서술이 아니라 재현 명령의 실제 출력으로 하고, 기각한 대안 원인을 최소 1개 적는다. ## Phase 1-2: 재현 및 격리 (Reproduce + Isolate) > **진단 전용 호출은 격리 이득이 없다.** 읽기·재현 명령만 하고 파일을 고치지 않으므로 > (`rules/parallel-worktree.md` — 읽기 전용 작업자에 격리를 걸지 않는다) 프롬프트에 "수정 금지"를 > 명시한다. `fix-bugs` 정의에 격리가 걸려 있어 호출 단위로 끌 수 없는 호스트면 그것은 감수한다 — > 이 단계에서 생긴 수정이 있으면 반영하지 않고 버린다. ``` Task tool 사용: subagent_type: fix-bugs model: opus prompt: | (진단 전용 — 이 단계에서는 수정하지 말고 원인·재현 명령·근거만 보고) …
Read the whole file at its exact version.
How to install
mdr add this-hw/hiway-kit/debug@sha256:8591e855d2c5e495The line at the top of this page pins the label git:20261006.d60faa0, 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_azpar4knepc7c2g5)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 28, 2026 and Oct 6, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261006.d60faa0 latest | 2026-10-06 | d60faa0 | 5,311 B | A | view · diff |
| git:20261005.5e42440 | 2026-10-05 | 5e42440 | 5,040 B | A | view · diff |
| git:20261005.7f0fd12 | 2026-10-05 | 7f0fd12 | 3,704 B | A | view · diff |
| git:20260928.21afea3 | 2026-09-28 | 21afea3 | 3,719 B | A | view · diff |
| git:20260928.9432311 | 2026-09-28 | 9432311 | 6,752 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 (5311 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
this-hw/hiway-kit · 3 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_azpar4knepc7c2g5 GET https://markdownregistry.com/api/v1/resolve?ref=this-hw/hiway-kit/debug GET https://markdownregistry.com/api/v1/blob/8591e855d2c5e4958ffab69306489382eef98d67812786c225538de4617d3f9f
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 this-hw/hiway-kit
Every file in this-hw/hiway-kit