Bug Hunt
/install bug-hunt
bug-hunt
A correctness sweep that only reports bugs it failed to refute. Finders generate candidates; verifiers try to kill them; survivors make the report. The single biggest failure mode of agent bug-hunting is plausible-but-wrong findings, so verification is not optional.
Read-only. Finding bugs and fixing them are separate engagements.
Lenses
Sweep with each lens. With parallel subagents available, one finder per lens; otherwise sequential passes.
| Lens | Hunting for |
|---|---|
| Logic | Inverted conditions, off-by-one, wrong operator, unreachable branches, broken invariants |
| Error handling | Swallowed exceptions, missing error paths, errors that corrupt state before propagating, misleading messages |
| Edge cases | Empty/nil/zero inputs, unicode, huge inputs, boundary values, first/last iteration |
| Concurrency | Races, missing locks, shared mutable state, TOCTOU, async ordering assumptions |
| API misuse | Contract violations against libraries and the project's own interfaces, ignored return values, resource leaks, lifecycle errors |
Focus finders on code that is reachable and load-bearing: entry points, hot paths, recently changed files (git log --since is a good prior). A bug in dead code is info, not a finding.
Verification (mandatory)
Every candidate gets an adversarial pass before it may appear in the report. The verifier's job is to REFUTE the finding, default skeptical:
- Read the actual code path end to end, including callers and guards the finder may have missed.
- Trace a concrete input that triggers the bug. No trigger, no bug.
- Check whether a test, type system, or runtime check already prevents it.
- Verdict: confirmed (with the triggering scenario), refuted (drop silently), or unverifiable (report downgraded one severity, marked
(unverified)).
When tests can be run safely (no external dependencies, sandboxed), a failing reproduction test is the gold standard for confirmation and should be included in the finding as a sketch, not committed.
Report contract
Same spine as line-check so findings compose. Severity: critical (data loss, corruption, security-adjacent) / high (wrong results on common inputs, crashes) / medium (wrong on edge cases) / low (latent, needs unlikely conditions) / info. Effort is the fix cost: S / M / L.
# bug-hunt report: \x3Crepo> (\x3Cdate>)
## Verdict
Paragraph: overall correctness posture, the scariest confirmed bug.
## Scorecard
| Lens | Score (0-5) | Summary |
## Findings
### [SEVERITY] Short imperative title
- **Lens:** which lens found it
- **Where:** file:line
- **What:** the defect, concretely
- **Trigger:** the concrete input or sequence that hits it
- **Why it matters:** consequence
- **Fix:** specific action
- **Effort:** S / M / L
## Backlog
Numbered, leverage-sorted: `N. [SEVERITY/EFFORT] title (lens)`
## Not checked
Lenses or areas skipped and why; candidates that were refuted (count only).
Common mistakes
- Reporting finder output without verification. Half of plausible candidates die under a skeptical read.
- "This could be a problem if..." findings with no trigger. A bug without a triggering input is a hypothesis.
- Treating style issues as bugs. Wrong formatting never corrupted data.
- Stopping at the first confirmed bug in a file. Bugs cluster; finish the file.
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install bug-hunt - 安装完成后,直接呼叫该 Skill 的名称或使用
/bug-hunt触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
Bug Hunt 是什么?
Use when asked to find bugs, hunt for correctness issues, sweep a codebase for defects, or verify a repo behaves as intended. Not for style or architecture r... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 49 次。
如何安装 Bug Hunt?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install bug-hunt」即可一键安装,无需额外配置。
Bug Hunt 是免费的吗?
是的,Bug Hunt 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Bug Hunt 支持哪些平台?
Bug Hunt 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Bug Hunt?
由 Solomon Neas(@solomonneas)开发并维护,当前版本 v1.0.0。