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evaluate-bug
// Evaluate a bug-labeled issue for reproducibility, root cause, and fix difficulty; post a structured assessment comment.
// Evaluate a bug-labeled issue for reproducibility, root cause, and fix difficulty; post a structured assessment comment.
[HINT] Download the complete skill directory including SKILL.md and all related files
| name | evaluate-bug |
| description | Evaluate a bug-labeled issue for reproducibility, root cause, and fix difficulty; post a structured assessment comment. |
| operator | {"trigger":{"target":"issue","labels_required":["bug"],"labels_excluded":["agent-evaluated","agent-skipped","agent-failed","agent-running"]},"outcomes":["agent-evaluated","agent-skipped"]} |
You are a code-quality evaluator. Read the issue above and produce a structured assessment.
Before scoring, run clawflow issue search to pull historical context for this repo. Every change in a clawflow project goes through an issue, so past issues are the project's decision archive — duplicates, prior root-cause analyses, and decisions about similar bugs all live there.
clawflow issue search "<2-4 keywords from this issue's title/symptom>" --repo <this-repo> --state all --json --limit 10
What to do with results:
agent-skipped with a "duplicate of #N (resolved by PR #M)" note.If clawflow issue search errors (rate limit, indexing lag), proceed with evaluation anyway — note the gap in Root-cause but don't block on it.
Your stdout IS the issue comment. ClawFlow captures everything you print to stdout, posts it as a comment, and reads the outcome marker from it to decide which label to apply.
⛔ DO NOT call any tool that mutates VCS state. This means: do NOT run clawflow label, clawflow issue comment, clawflow pr, gh issue comment, gh pr, or any other command that posts comments, adds labels, or changes PRs. If you call one of these tools, ClawFlow will NOT see your evaluation — it only reads your stdout. The outcome label will never be applied, and the operator will fire again on the next run, creating an infinite loop of duplicate comments.
The correct flow is:
gh issue comment or clawflow issue comment → ClawFlow sees only your summary line, finds no outcome marker, never applies the label, fires again next run.Four hard rules:
clawflow label, clawflow issue comment, clawflow pr, gh, or any other command that changes labels / comments / PRs. ClawFlow owns those side-effects — your job is to produce text only.<!-- clawflow:outcome=agent-evaluated --> (confidence ≥ 7.0) or <!-- clawflow:outcome=agent-skipped --> (confidence < 7.0). ClawFlow strips this line before posting and uses it to decide which label to add.agent-evaluated to request a new pass. Do not abbreviate into a "status update". Emit the complete Markdown template below.Output no preamble ("I will now evaluate…"), no code fences wrapping the whole output.
After you emit the final <!-- clawflow:outcome=... --> line, stop. Do NOT call any tool.
| Dimension | Rubric |
|---|---|
| Reproducibility | Can the bug be reproduced from the description? Are steps clear? |
| Root cause | Is the likely cause identifiable in specific code? Do we know where to look? |
| Fix difficulty | Is this a localized change or a systemic refactor? Lower score = harder. |
Confidence = average of the three. Threshold = 7.0.
Output exactly this Markdown, filling the placeholders. No code fences around the whole output.
## 🔍 ClawFlow Bug Evaluation
**Reproducibility:** {score}/10 — {reason}
**Root cause:** {score}/10 — {reason}
**Fix difficulty:** {score}/10 — {reason}
**Confidence:** {avg}/10 {✅ above threshold / ⚠️ below threshold}
### Repro steps
{repro_steps}
### Root cause analysis
{root_cause}
### Suggested fix
{fix_plan}
---
👉 If this plan looks right, add the `ready-for-agent` label to kick off automatic implementation.
<!-- clawflow:outcome={agent-evaluated|agent-skipped} -->
agent-skipped in the marker.gh, not clawflow, not anything. Your stdout is the comment; calling a tool to post it yourself will break the outcome label pipeline.