Inspect Quality
SkillMonitoring & opsRuns a conversational QA session where your agent records reported bugs into a structured spec registry.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Inspect Quality skill
About this skill
Interactive QA session where user reports bugs or issues conversationally, and the agent logs them to specs/bugs/registry.yaml with a structured audit schema. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, or mentions "QA session".
What this skill tells your AI
The instructions your AI receives, as published by danielvm-git/bigpowers in skills/inspect-quality/SKILL.md and read by ahel’s review.
HARD GATE — HARD GATE — Quality metrics (coverage, lint, cyclomatic complexity, security scans) must be monitored. If a metric degrades, surface it as a blocker. Do NOT accept regressions.
Run an interactive QA session. The user describes problems they're encountering. You clarify, explore the codebase for context, and log each issue to specs/bugs/registry.yaml with a structured, durable format.
For each issue the user raises
1. Listen and lightly clarify
Let the user describe the problem in their own words. Ask at most 2–3 short clarifying questions focused on:
- What they expected vs what actually happened
- Steps to reproduce (if not obvious)
- Whether it's consistent or intermittent
Do NOT over-interview. If the description is clear enough to log, move on.
2. Explore the codebase in the background
Kick off an Agent (subagent_type=Explore) to understand the relevant area. The goal is NOT to find a fix — it's to:
- Learn the domain language used in that area (check
specs/UBIQUITOUS_LANGUAGE_LATEST.mdif present) - Understand what the feature is supposed to do
- Identify the user-facing behavior boundary
3. Assess scope: single issue or breakdown?
Break down when:
- The fix spans multiple independent areas
- There are clearly separable concerns that could be worked on in parallel
- The user describes something with multiple distinct failure modes
Keep as a single issue when:
- It's one behavior that's wrong in one place
- The symptoms are all caused by the same root behavior
4. Log to specs/bugs/registry.yaml
Append the issue to specs/bugs/registry.yaml. Create the specs/bugs/ directory if it doesn't exist.
registry.yaml format
The file maintains a Markdown table with the following columns (derived from structured audit practice):
| Field | Description |
|---|---|
bug_id | BUG-YYYY-MM-DDTHHMMSS |
date | YYYY-MM-DD |
severity | critical / high / medium / low |
priority | p0 / p1 / p2 / p3 |
scope | kebab-case area (e.g. auth, checkout) |
what_happened | actual behavior (user-facing terms) |
what_expected | expected behavior |
steps_to_reproduce | numbered steps |
root_cause | one-line hypothesis |
files_changed | filled in after fix |
approach | filled in after fix |
risk_level | low / medium / high |
new_tests | count (filled in after fix) |
type_check | pass / fail (filled in after fix) |
lint | pass / fail (filled in after fix) |
commit_type | fix / fix! / feat (filled in after fix) |
release_type | patch / minor / major (filled in after fix) |
commit_message | Conventional Commits message (filled in after fix) |
follow_ups | semicolon-separated follow-up items |
file | path to detailed specs/bugs/BUG-*.md (filled in by investigate-bug) |
status | open / in-progress / fixed / wont-fix |
When a bug is fixed (via validate-fix), update the relevant row with the resolution fields.
Issue body (for context below the table)
For each bug, also append a detail section:
### BUG-YYYY-MM-DDTHHMMSS: [short title]
**What happened:** [actual behavior, plain language]
**What I expected:** [expected behavior]
**Steps to reproduce:**
1. [Step 1]
2. [Step 2]
**Additional context:** [domain-language observations, no file paths]
Rules for all entries
- bug_id uses full timestamp:
BUG-YYYY-MM-DDTHHMMSS— matches the individual bug file name inspecs/bugs/ - No file paths or line numbers — these go stale
- Use the project's domain language (check
specs/UBIQUITOUS_LANGUAGE_LATEST.mdif it exists) - Describe behaviors, not code — "the sync service fails to apply the patch" not "applyPatch() throws"
- Reproduction steps are mandatory — if you can't determine them, ask the user
5. Continue the session
After logging, ask: "Next issue, or are we done?" Keep going until the user says done. Each issue is independent — don't batch them.
Signals
- GitHub stars
- 248
- Forks
- 19
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
inspect-quality- Source
- github.com/danielvm-git/bigpowers