Agent skill · AI agents · tronghieu

bmad-run-inspector agent skill by tronghieu

Inspects and explains bmad-loop run artifacts for live health checks and post-run forensics, such as why a story failed or where tokens went.

View on GitHub Read SKILL.md

At a glance

Publishertronghieu
Repositorytronghieu/agent-skills (19 listed skills)
CategoryAI Agents and LLM Engineering
LicenseMIT
Last commitOctober 18, 2026 (repository)
SKILL.md274 lines, 2,258 words
Bundled files15 files, including references, scripts, assets or templates
Quality score90/100 · A Passes all seven graded checks
Security scanNot scanned
README badgeGet the badges for this listing

Before you install

Read from the skill's files at the directory's October 22, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.

Install bmad-run-inspector

The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.

Skills CLI
npx skills add https://github.com/tronghieu/agent-skills/tree/main/skills/bmad-run-inspector
Claude Code, project-level copy
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/tronghieu/agent-skills.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/bmad-run-inspector .claude/skills/
rm -rf "$tmp"
Codex, project-level copy
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/tronghieu/agent-skills.git "$tmp/repo"
mkdir -p .agents/skills
cp -R "$tmp/repo/"skills/bmad-run-inspector .agents/skills/
rm -rf "$tmp"

For a user-level install, copy the folder to ~/.claude/skills/ (Claude Code) or ~/.agents/skills/ (Codex). Inside Codex, $skill-installer can also fetch a skill from GitHub. New to skills? Read How to install agent skills in Claude Code, Codex and Cursor.

tronghieu/agent-skills is third-party code. Read SKILL.md and any bundled scripts before you install it.

How the author describes it

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 application runtime logs or CI-provider build logs.

From the description field of SKILL.md. Agents read this line to decide when to load the skill.

Sections in SKILL.md

Files in the skill folder

Suede Skill Check: 90/100 · A

Report snapshot · · graded-v2

The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.

Source revision: f923333754b1. Report version 60ca24ae1976. Badge URLs follow the latest listing; save the report to keep this version.

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What to review next

  • Boundary clause: 0 of 4 points. 4 when the description says when not to use the skill (“Not for …”, “Do not use …”, “Use … instead”).
  • Compatibility declared: 0 of 2 points. 2 when the frontmatter declares compatibility.

Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.

bmad-run-inspector passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.

See the checks and points
CheckResult
Frontmatter parses and declares a name and a descriptionPass
Name uses lowercase letters, digits and hyphens, 64 characters or fewerPass
Name matches the skill's folder namePass
Description is between 50 and 1,024 charactersPass
Description says when an agent should use the skillPass
SKILL.md body is 500 lines or fewerPass
A license is declared in the frontmatter or the repositoryPass
Repository has a commit in the last 12 monthsPass
Score componentPoints
Structural checks56 of 56
Description length5 of 5
Boundary clause0 of 4
Example request3 of 3
Instruction depth7 of 7
Reference files3 of 3
Bundled scripts2 of 2
Recent maintenance9 of 9
Curated-list citations3 of 7
Tool permissions declared2 of 2
Compatibility declared0 of 2

Two badges for bmad-run-inspector

Suede Skill Check: 90/100Suede Skill Check: Grade A

Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede AI listing; either valid linked badge can qualify for the feature offer.

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[![Suede Skill Check: 90/100](https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/score.svg)](https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/)
[![Suede Skill Check: Grade A](https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/badge.svg)](https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/)
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<a href="https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/"><img src="https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/score.svg" alt="Suede Skill Check: 90/100" width="160" height="175"></a>
<a href="https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/"><img src="https://suedeai.directory/tronghieu/agent-skills/bmad-run-inspector/badge.svg" alt="Suede Skill Check: Grade A" width="160" height="175"></a>

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Where this skill is cited

tronghieu/agent-skills appears in 2 curated lists: VoltAgent/awesome-agent-skills, hesreallyhim/awesome-claude-code.

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