Atlas / Skills / tw93 / Hunt

HuntSAFE

skills/tw93/hunt

🥷 Engineering habits you already know, turned into skills Claude can run.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
7,163
01

Overview

🥷 Engineering habits you already know, turned into skills Claude can run.

Read from source at commit 9a1bc1900b35OBSERVED · 2026-10-07
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
cursormentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: hunt
description: "Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or new features."
when_to_use: "排查, 报错, 崩溃, 回归, 截图回归, 判断错误原因, 判断为什么报错, 反复修不好, debug, regression, used to work, broke after update, why broken, not working, what's wrong, fix error, stack trace, 以前是好的"
dispatch_intent: "Error, crash, regression, screenshot-reported defect, test failure, stale cache, runtime boundary, why broken"
---

# Hunt: Diagnose Before You Fix

Prefix your first line with 🥷 inline, not as its own paragraph.

A patch applied to a symptom creates a new bug somewhere else.

## Outcome Contract

- Outcome: the root cause is identified before any fix is applied.
- Done when: one sentence explains the cause, every observed symptom fits it, and the fix or handoff is verified against a reproducible check.
- Evidence: source trace, repro command or UI path, logs or state, targeted test/build output, and runtime evidence for UI or native defects.
- Output: root cause, fix or handoff, verification result, and any unswept sibling risks.
- Authorization: "diagnose", "investigate", "why", "look into", "排查", "看看", or equivalent is report-only. Apply a fix only when the current request explicitly asks to fix, change, implement, or optimize, or when an authorization to do so is still in force for this same unfinished task with the action, scope, and goal unchanged; root-cause proof is still required first. A fix authorization never carries commit, push, publish, or any destructive action with it.

**Do not touch code until you can state the root cause in one sentence:**
> "I believe the root cause is [X] because [evidence]."

Name a specific file, function, line, or condition. "A state management issue" is not testable. "Stale cache in `useUser` at `src/hooks/user.ts:42` because the dependency array is missing `userId`" is testable. If you cannot be that specific, you do not have a hypothesis yet.

## Diagnosis Signals

Hypothesis quality gate: the hypothesis must explain every observable symptom, not just the one reported first; partial coverage is a symptom-level guess, not a root cause. A symptom the reporter waves off as unrelated is still a symptom the hypothesis has to cover. For timing-dependent issues (flicker, intermittent failure, race), reproduce reliably before diagnosing.

Rationalization smells: "I'll just try this" = no hypothesis, write it first. "I'm confident" = run the instrument that proves it. "Probably the same issue" = re-read the execution path from scratch. "It works on my machine" = enumerate env differences before dismissing. "One more restart" = read the last error verbatim; never restart more than twice without new evidence.

## Durable Context Preflight

See [references/durable-context.md](references/durable-context.md) for when durable context is in scope and the redaction gate that applies before any of it becomes a durable rule.

For `/hunt`: durable context is hypothesis fuel only, and current code, logs, and repro evidence override memory. It never replaces a fresh root-cause sentence or a reproducible symptom list.

## Bisect Mode

Activate when: "以前是好的", "之前是好的", "used to work", "上一次提交还是对的", "broke after update", or the user remembers a specific good commit or version.

- Protect the user's worktree first: `git status --short --branch -uall`. Any modified, staged, or untracked files mean no bisect in the current checkout: run it in a temporary detached worktree and remove that worktree when done. If a temporary worktree is impossible, stop and ask for explicit cleanup/stash approval.
- If the last-good version is only a few releases back, `git diff <last-good>..HEAD -- <suspect path>` and read the delta first. The regression is usually visible there at a fraction of a bisect's cost; fall through to bisect only when the diff is too large or the culprit is not obvious.
- Bisect only with a non-interactive pass/fail command defined up front, and keep the bookkeeping in git (`git bisect good/bad`), including when you test a suspect commit directly. When it names the culprit, read only that diff down to the specific line, then run `git bisect reset` before removing the temporary worktree.

## Repeated Regression / Screenshot Reference Mode

Activate when the user says the same issue is still wrong after a fix, provides a "good" screenshot/version/file, or describes a visual result as previously correct.

Treat the reference as evidence, not decoration: list every reported and visible symptom in the user's concrete words; identify the reference oracle (last-good commit, old build, fixture, screenshot, described expected state); define the pass/fail check before editing; then name the exact current-vs-reference delta. Do not generalize a visual defect into "style polish" when the evidence points to a broken render, race, font pipeline, or state path.

If the issue is purely subjective UI taste, route to `/ui`. If it is rendering, state, timing, build output, font generation, or a regression from a known-good version, stay in `/hunt`.

## Scope Blast Mode

Activate after fixing a root-cause pattern, before declaring the bug done; also when the user says "举一反三", "举一反三深入看看", or "其他地方有没有同样问题". The same shape often hides in N other places; one local fix that ignores the blast leaves N - 1 bugs in the tree.

Extract the pattern signature (the specific function, regex, API call, CSS selector, lock acquisition, validation skip, or input boundary that produced the bug) and `grep -rn` it across the repo, excluding generated dirs, build output, and vendored deps; for class-of-bug patterns ("any handler missing the lock"), grep the surrounding shape, not just the literal text. For every match, answer in writing: same bug / safe to leave (why) / unsure (ask the user). Do not silently skip a match, and do not claim "fixed" until the blast report is in the Output block. Unrelated bugs the sweep surfaces get listed, not fixed 
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

LOWInventory / provenance · inv.symlink · CWE-1104
CLAUDE.md
CLAUDE.md
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha 9a1bc1900b35full audit observations/trust-audit/skill/tw93__hunt.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-079a1bc1900b35SAFEB89first audit
06

Questions

What does the Hunt skill do?

🥷 Engineering habits you already know, turned into skills Claude can run.

Is Hunt safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Hunt access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Hunt work with?

Its documentation mentions cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (9a1bc1900b35), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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