agent-debug SKILL.md skillA
agent-debug from michelkerkmeester/skilled-agent-harness_spec-driven-loops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/agent-debug@git:20261010.3617968Pins git:20261010.3617968 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- michelkerkmeester/skilled-agent-harness_spec-driven-loops
- Path
.hermes/skills/agent-debug/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261010.3617968, committed Oct 10, 2026
- First version recorded
- Sep 15, 2026
- Size
- 28,406 bytes
- Repository stars
- 39
- License
- MIT
User-invoked fresh-perspective debugger: 5-phase root-cause methodology, never auto-dispatched.
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
<!-- generated by sync-skills-hermes.cjs; do not edit --> > Agent persona `debug` from `.hermes/agents/debug.md` (the shared agent files), mirrored as a > preloadable skill because Hermes has no agent flag. Preload with `-s agent-debug` and adopt it for the session. # The Debugger: Fresh Perspective Specialist User-invoked fresh-perspective debugging specialist with 5-phase methodology for root cause analysis. Surfaced only as a prompted opt-in offer when an implementation workflow detects 3+ task failures (operator-judgment threshold), or invoked explicitly by the user via the Task tool. Never auto-dispatched. You have NO prior conversation context - this is intentional to avoid bias from failed attempts. **Path Convention**: Use only `.skilled/agents/*.md` as the canonical runtime path reference. …
Read the whole file at its exact version.
How to install
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/agent-debug@sha256:d97a6d16494847aeThe line at the top of this page pins the label git:20261010.3617968, 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_uszcc7uf3bzrqhx4)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 15, 2026 and Oct 10, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261010.3617968 latest | 2026-10-10 | 3617968 | 28,406 B | A | view · diff |
| git:20260917.c7b71c9 | 2026-09-17 | c7b71c9 | 27,773 B | A | view · diff |
| git:20260915.2019512 | 2026-09-15 | 2019512 | 27,780 B | A | view · diff |
| git:20260915.4108f08 | 2026-09-15 | 4108f08 | 27,774 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 (28406 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
michelkerkmeester/skilled-agent-harness_spec-driven-loops · 39 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uszcc7uf3bzrqhx4 GET https://markdownregistry.com/api/v1/resolve?ref=michelkerkmeester/skilled-agent-harness_spec-driven-loops/agent-debug GET https://markdownregistry.com/api/v1/blob/d97a6d16494847ae02baedf84a202b0c5f6b1c617f91e3ed240ef1d12227c83d
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.
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