bmad-run-inspector SKILL.md skillA
bmad-run-inspector from tronghieu/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tronghieu/agent-skills/bmad-run-inspector@git:20261018.52461fdPins git:20261018.52461fd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tronghieu/agent-skills
- Path
skills/bmad-run-inspector/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261018.52461fd, committed Oct 18, 2026
- First version recorded
- Aug 26, 2026
- Size
- 15,657 bytes
- Repository stars
- 100
- License
- MIT
Inspect and explain bmad-loop run artifacts under `.bmad-loop/runs/`. Use for live health checks ("is it stuck?", "is the loop alive?", "what is the agent doing?") and post-run forensics ("what happened?", "why did story X fail?", "where did the tokens go?"). Also triggers on "monitor/check/summarize the loop", "why did the run pause?", Vietnamese "theo dõi bmad loop", "phân tích run", "đọc log của run", and equivalent requests in other languages. Use only for bmad-loop's own run artifacts…
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
# BMAD Run Inspector Verified against [bmad-loop 0.13.2](https://github.com/bmad-code-org/bmad-loop/releases/tag/v0.13.2). The bundled scripts run on Python 3.9+. `bmad-loop` itself needs 3.11+, but it often lives in an isolated environment while the host's `python3` is still stock macOS 3.9. A run leaves a directory of evidence. This skill is about reading it honestly: saying what it proves, and refusing to say what it doesn't. ## The one thing to get right **The `.log` file is a terminal redraw capture, not a transcript.** The coding CLI paints a live TUI into a tmux or psmux pane. The capture records every repaint. One adapter differs. `opencode-http` writes a real transcript instead. Read `references/log-forensics.md` before applying any of this to it. Three consequences: - Each logical line appears hundreds of times, growing character by character. `tail -50` returns fragments of one frame, not the last 50 things that happened. - Whitespace is dropped unpredictably. `Done(10tooluses·99.2ktokens·1m0s)` is one real line. - **Long tool output is collapsed into `… +N lines (ctrl+o to expand)` and never painted.** Those lines do not exist in the file. …
Read the whole file at its exact version.
How to install
mdr add tronghieu/agent-skills/bmad-run-inspector@sha256:a97290eafad70ec4The line at the top of this page pins the label git:20261018.52461fd, 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_h6jivrfemvtjogsa)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 26, 2026 and Oct 18, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.52461fd latest | 2026-10-18 | 52461fd | 15,657 B | A | view · diff |
| git:20260905.623c278 | 2026-09-05 | 623c278 | 15,254 B | A | view · diff |
| git:20260826.0c64344 | 2026-08-26 | 0c64344 | 15,391 B | A | view · diff |
| git:20260826.4533676 | 2026-08-26 | 4533676 | 15,501 B | A | view · diff |
| git:20260826.ff2edb1 | 2026-08-26 | ff2edb1 | 16,589 B | A | view · diff |
| git:20260826.bec8341 | 2026-08-26 | bec8341 | 15,707 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 (15657 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
tronghieu/agent-skills · 100 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_h6jivrfemvtjogsa GET https://markdownregistry.com/api/v1/resolve?ref=tronghieu/agent-skills/bmad-run-inspector GET https://markdownregistry.com/api/v1/blob/a97290eafad70ec494d17644123c6c9ff12ba851a4ce2b97b9c0f003e2c8384a
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.