bug-hunter
codexstar69/bug-hunter/llms-full.txt
Bug Hunter is a measurable, precision-first skill for AI coding agents. It combines deterministic scoping with adversarial model review, exact source integrity, bounded retrieval, optional hybrid verification, and explicit mutation authority. The core flow is: 1. Triage classifies source risk without model tokens. 2. Adaptive policy chooses a bounded execution profile when adaptive inputs are supplied or auto policy is requested. 3. Recon maps architecture, stack, trust boundaries, and high-risk paths. 4. Retrieval planning ranks direct files, symbols, cross-references, dependencies,…
# Bug Hunter agent reference
## Purpose
Bug Hunter is a measurable, precision-first skill for AI coding agents. It
combines deterministic scoping with adversarial model review, exact source
integrity, bounded retrieval, optional hybrid verification, and explicit
mutation authority.
The core flow is:
1. Triage classifies source risk without model tokens.
2. Adaptive policy chooses a bounded execution profile when adaptive inputs are
supplied or `auto` policy is requested.
3. Recon maps architecture, stack, trust boundaries, and high-risk paths.
4. Retrieval planning ranks direct files, symbols, cross-references,
dependencies, dependents, and trust-boundary context under hard budgets.
5. Hunter records evidence-backed runtime, logic, concurrency, data, and
security claims.
6. Documentation lookup verifies version-sensitive framework assumptions.
7. Skeptic tries to disprove each finding.
8. Referee owns `REAL_BUG`, `NOT_A_BUG`, or `MANUAL_REVIEW` verdicts.
9. Optional required hybrid verification runs before mutation authorization.
10. The pipeline joins canonical JSON into the final machine-readable and
human-readable reports.
11. Fix planning and fixing run only with explicit mutation authority.
## Interface boundary
Terminal CLI:
```text
bug-hunter install [--agent <name>] [--path <dir>] [--skip-doctor]
bug-hunter doctor [--agent <name>] [--path <dir>]
bug-hunter info
bug-hunter --version
bug-hunter --help
```
The terminal CLI installs and verifies the skill. It does not scan repositories.
Latest published package:
```bash
npm exec --yes --package=@codexstar/bug-hunter@latest -- bug-hunter install --agent codex
npm exec --yes --package=@codexstar/bug-hunter@latest -- bug-hunter doctor --agent codex
```
Current GitHub source:
```bash
npx --yes https://github.com/codexstar69/bug-hunter/archive/refs/heads/main.tar.gz install --agent codex
npx --yes https://github.com/codexstar69/bug-hunter/archive/refs/heads/main.tar.gz doctor --agent codex
```
Portable agent request:
```text
Use the bug-hunter skill to scan this repository. Do not edit files.
Return the final report and call out every manual-review or unreviewed item.
```
Optional slash form:
```text
/bug-hunter
```
## Install targets
| Agent | Target |
|---|---|
| Claude Code | `claude-code` |
| Codex | `codex` |
| Generic skills | `agents` |
| Cursor | `cursor` |
| Kiro | `kiro` |
| GitHub Copilot | `copilot` |
| Windsurf | `windsurf` |
| OpenCode | `opencode` |
| Factory Droid CLI | `droid` |
Use an explicit target when practical. Verify with `doctor --agent <target>`.
## Public skill arguments
| Argument | Behavior |
|---|---|
| no arguments | Single-pass scan of the current repository without edits |
| `<path>` | Scan one file or directory |
| `-b <branch>` | Scan a branch diff |
| `--base <branch>` | Select branch-diff base |
| `--staged` | Review staged source files |
| `--pr [current\|recent\|N]` | Review a pull request |
| `--pr-security` | PR-scoped security workflow |
| `--scan-only`, `--review` | Request report-only behavior |
| `--loop` | Continue until queued coverage is complete |
| `--no-loop` | Explicitly keep single-pass behavior |
| `--plan-only`, `--plan` | Build strategy and plan, then stop |
| `--fix` | Permit the reviewed fix phase |
| `--approve` | Request the host's reviewed/default permission mode |
| `--safe` | Alias for `--fix --approve` |
| `--dry-run`, `--preview` | Build remediation output without source edits |
| `--autonomous` | Permit unattended fixing |
| `--auto-commit` | Separately grant commit permission |
| `--deps` | Audit supported Node.js dependencies |
| `--threat-model` | Generate or load a STRIDE threat model |
| `--security-review` | Full bundled security workflow |
| `--validate-security` | Add focused vulnerability validation |
Internal runner options such as `--worker-cmd`, `--max-iterations`,
`--confidence-threshold`, `--max-source-tokens`, `--adaptive-profile`,
`--benchmark-report`, `--verification-plan`, and `--evidence-cache` are not
public top-level skill arguments unless an integration explicitly drives
`scripts/run-bug-hunter.cjs`.
## Precision-first invariants
- Triage and indexing use the same source classifier.
- Risk order is preserved through state initialization, indexing, delta scope,
and low-confidence expansion.
- Adaptive chunks are built from the combined estimated tokens of the actual
assigned files, not a global average-file-count guess.
- An oversized file is isolated and marked instead of silently bloating a mixed
chunk.
- Assigned source is realpath-contained in the repository and content-hashed.
- Findings can reference only the current worker's assigned source files.
- Source mutation, deletion, unreadability, or scope escape fails the chunk
closed before findings and completion state are committed.
- Resume keeps the original source baseline; changed source cannot silently
become the new evidence identity.
- Coverage derives from per-file evidence rather than parent chunk status.
- Duplicate observations preserve the strongest evidence and union useful
cross-references/security metadata.
## Adaptive profiles
`adaptive-policy.cjs` can persist one of four profile selections in
`.bug-hunter/adaptive-plan.json`:
- `fast` — low-latency, low-token review for narrow/low-risk work;
- `balanced` — default Pareto point for general repository review;
- `assurance` — deeper retrieval/review/verification for release or security
work;
- `auto` — select among those profiles from deterministic risk and available
benchmark metrics.
Explicit caller limits override adaptive defaults. Adaptive planning never
expands source scope or mutation authority.
## Retrieval and evidence reuse
`retrieval-planner.cjs` starts from named hypotheses and mandatory evidence,
then admits optional symbol/dependency/dependent/trust-boundary context while
file and token budgets remain. Every selected item records why it was selected.
The content-addressed evidence cache (`evidence-cache.cjs`) reuses fact context
only when protocol identity, role, relevant options, hypothesis identity, and
exact source hashes match. Cache hits are hints, not findings, and never replace
current source-integrity checks.
## Hybrid verification
`hybrid-verifier.cjs` executes approved checks as inert argv arrays with
`shell: false`, repository containment, secret stripping, output redaction,
timeouts, and total budgets. Supported plans can include tests, type checks,
static checks, builds, reproductions, fuzzing, and security-static checks.
Required check failure or unavailability makes verification fail closed and
prevents Fixer authorization. Passing checks are evidence, not proof that no bug
exists.
## Safety contract
- Scan-only and single-pass are the default.
- Only Referee-confirmed bug IDs can enter remediation planning.
- `manual-review`, larger-refactor, architectural-remediation, and report-only
entries cannot become executable Fixer authorization.
- Fixer scope binds repository root, base commit, approved bug IDs, and approved
files.
- Referee timeout/invalid output keeps findings unresolved and non-writable.
- Required verification failure prevents Fixer planning.
- Git/preservation failure stops mutation.
- Requested worktree isolation never silently falls back to direct edits.
- Cleanup preserves a worktree when safe removal cannot be proven.
- Commit permission is independent from edit permission.
## Canonical output contract
Artifacts under `.bug-hunter/` include:
| File | Meaning |
|---|---|
| `triage.json` | Deterministic risk map, scan order, and budget inputs |
| `adaptive-plan.json` | Context/review/verification/early-stop policy |
| `recon.json` | Stack, attack surface, and trust-boundary context |
| `retrieval-plan.json` | Hypothesis-ranked evidence under hard budgets |
| `hunter-findings.json` | Canonical Hunter claims |
| `skeptic.json` | Adversarial challenges |
| `referee.json` | Final verdicts |
| `verification-report.json` | Hybrid verification evidence and required-check state |
| `scan-report.json` | Joined final result |
| `coverage.json` | Per-file coverage state |
| `fix-strategy.json` | Remediation classifications |
| `fix-plan.json` | Canary/rollout plan for executable entries |
| `fixer-scope.json` | Immutable mutation boundary |
| `fix-report.json` | Patch, verification, rollback, and final statuses |
| `benchmark-report.json` | Precision/recall/calibration/stability/cost/latency metrics |
| `report.md` | Human-readable view of the final scan result |
JSON files are canonical. Markdown files are rendered or explanatory views.
## Result rules
- `confirmed`: Referee accepted the finding.
- `dismissed`: available evidence disproved the finding.
- `manual-review`: a human decision or wider remediation is required.
- `unreviewed`: adversarial review did not complete.
- `scanner-unsupported`: the requested dependency scanner is not implemented
for that ecosystem.
Do not report a clean result while confirmed, manual-review, unreviewed, failed
coverage, or required-verification failure remains for the requested scope.
## Language and dependency scope
Agent source analysis supports JavaScript, TypeScript, Python, Go, Rust, Java,
Kotlin, Ruby, PHP, C#, Swift, Scala, C, and C++ through repository evidence and
model reasoning.
Bundled dependency parsing/reachability currently supports JavaScript and
TypeScript projects using npm, pnpm, Yarn, or Bun lockfiles. Other ecosystems
return `scanner-unsupported`; Bug Hunter does not guess them clean.
## Quality and benchmarking
The repository quality command is:
```bash
pnpm quality:world-class
```
It checks generated validators/prompts, the complete Node test suite, the
benchmark quality gate, runtime preflight, and package inventory.
The bundled benchmark fixture validates the scoring and gate machinery. It is
not an independent claim of universal superiority. External claims should use
unseen repositories, blinded labels, repeated runs, disclosed model/runtime
versions, and comparable baseline scanners.
## Canonical references
- `SKILL.md`: public parser and orchestration contract
- `modes/dispatch.md`: delegated backend contract
- `modes/fix-pipeline.md`: mutation workflow
- `skills/*/SKILL.md`: canonical role instructions
- `schemas/*.schema.json`: canonical artifact contracts
- `docs/precision-protocol.md`: fail-closed evidence protocol
- `docs/world-class-protocol.md`: benchmark/adaptive/retrieval/verification design
- `docs/getting-started.md`: first run
- `docs/agent-installation.md`: install and verify
- `docs/usage-guide.md`: prompts and workflows
- `docs/cli-reference.md`: public interfaces
- `docs/how-it-works.md`: architecture and outputs
- `docs/troubleshooting.md`: recovery
Discussion
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