Home / tronghieu / agent-skills · skills/bmad-run-inspector/SKILL.md · GitHub

bmad-run-inspector skillA

bmad-run-inspector is agent-read markdown (skill) from tronghieu/agent-skills: 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, not .

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# BMAD Run Inspector

Verified against [bmad-loop 0.11.1](https://github.com/bmad-code-org/bmad-loop/releases/tag/v0.11.1).
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

Latest version
mdr add tronghieu/agent-skills/bmad-run-inspector@git:20260905.623c278
Exact content
mdr add tronghieu/agent-skills/bmad-run-inspector@sha256:ab224ba72159d721

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_h6jivrfemvtjogsa.svg)](https://markdownregistry.com/a/art_h6jivrfemvtjogsa)

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Versions

versioncommittedcommitsizeaudit
git:20260905.623c278 latest2026-09-05 623c278 15,254 BA view · diff
git:20260826.0c643442026-08-26 0c64344 15,391 BA view · diff
git:20260826.45336762026-08-26 4533676 15,501 BA view · diff
git:20260826.ff2edb12026-08-26 ff2edb1 16,589 BA view · diff
git:20260826.bec83412026-08-26 bec8341 15,707 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15254 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

GitHub

tronghieu/agent-skills · 72 stars · license MIT · pushed 2026-09-22 · 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/ab224ba72159d721da19c47ecc11c88705019161139db14518b8d8de0a5f6c51

Your agent 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.

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