bug-hunter

REVIEW · 67
Registry indexed

Searches code specifically for potential bugs, edge cases, race conditions, and incorrect assumptions rather than general style/quality. Use when the goal is finding what's broken, not improving what already works.

Verified installs0
Stars21
Version1.0.0
Quality60/100 · Promising
Trust67/100 · Sandbox only
Audit78/100 · Needs review

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add codebygarv/Ai-skills --skill bug-hunter

Maintenance

fresh

3d since push

Risk

Needs review

Low GitHub adoption signal

GitHub quality

21

60/100 Quality · 75/100 Trust

Coverage tags

CodingCoding agentsresearchagent-skill

Review notes

Low GitHub adoption signal · Quality score needs review

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Promising
60

Useful candidate, but compare it with alternatives before adopting.

Trust

Sandbox only
67

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
78

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

21 GitHub stars

Repo activity

21 stars, 1 forks

Maintenance

3d since push

License

MIT

Install

npx skills add codebygarv/Ai-skills --skill bug-hunter

Install safety

standard package or runtime install path

Permission surface

filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Review before production

  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 21 GitHub stars
  • Stars/forks activity: 21 stars, 1 forks; issue activity unavailable in current metadata

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect source files

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add codebygarv/Ai-skills --skill bug-hunter
Policy
review
Human review
yes

Trust and risk

Trust
67/100
Audit
78/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add codebygarv/Ai-skills --skill bug-hunter

Do not use when

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 21 GitHub stars

Agent safety v2

62/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • Low GitHub adoption signal

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install codebygarv-bug-hunter

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use bug-hunter in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20bug-hunter%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/codebygarv-bug-hunter/install
Install command: npx skills add codebygarv/Ai-skills --skill bug-hunter
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

Use bug-hunter for this task. Review https://www.openagentskill.com/api/skills/codebygarv-bug-hunter/install, then install with: npx skills add codebygarv/Ai-skills --skill bug-hunter

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

60/100

Coding agents

Platforms

Claude Code

Audit report

Needs review · 78/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Fallback candidate for Coding agents

Prototype with this skill first; keep a fallback candidate ready.

60
Readiness
Prototype
Stage

Role in stack

Fallback candidate

Primary fit

Coding agents

Trust label

Prototype first

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 60/100 quality profile
  • 2 OpenAgentSkill engagement events

review first

  • Low GitHub adoption signal

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

67
OpenAgentSkill Trust Score

GitHub adoption

FIX

21 GitHub stars

Stars/forks activity

FIX

21 stars, 1 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Low GitHub adoption signal
  • Quality score needs review
  • GitHub adoption: 21 GitHub stars
  • Stars/forks activity: 21 stars, 1 forks; issue activity unavailable in current metadata
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

60
GitHub stars
21
Freshness
3d ago
Install ready
Yes
License
MIT
Review before install: Low GitHub adoption signal

Workflow fit

Use this skill in these scenarios

Workflow fit

Add it to a complete workflow

Alternative shortlist

Compare before you install

Similar skills that may fit this task.

Compare all

Overview

--- name: bug-hunter description: Searches code specifically for potential bugs, edge cases, race conditions, and incorrect assumptions rather than general style/quality. Use when the goal is finding what's broken, not improving what already works. ---

## Purpose

Hunt specifically for defects — not style, not maintainability, not architecture. The single question driving this skill is: "under what real input or timing, does this code produce a wrong result or crash?"

## When to Use

- The user wants bugs found, specifically — not a general quality review. - Before shipping code that handles money, user data, or concurrency, where a missed bug is expensive. - Debugging: the user suspects a bug exists somewhere in a file/module but hasn't found it yet.

## What to Analyze

1. **Boundary conditions** — empty collections, zero, negative numbers, max values, single-element cases. 2. **Null/undefined/missing data** — every place data is accessed, ask what happens if it's absent. 3. **Type coercion and comparison bugs** — loose equality, implicit conversions, unit mismatches (ms vs. seconds, cents vs. dollars). 4. **Concurrency/race conditions** — shared mutable state, async operations that assume ordering that isn't guaranteed, double-submit/double-click scenarios. 5. **Off-by-one and loop errors** — inclusive/exclusive bounds, iterator invalidation. 6. **Incorrect assumptions** — code that assumes an invariant (sorted input, unique IDs, non-empty list) that isn't actually enforced anywhere.

## Output Format

- Each bug as its own entry: **file/line**, **trigger condition** (the specific input/timing that causes it), **actual vs. expected behavior**, **suggested fix**. - Ordered by severity — data corruption/crash first, cosmetic/rare-edge-case issues last. - No entry without a concrete triggering scenario — "this looks risky" without a scenario isn't a finding, it's a hunch; say so separately if worth a mention.

## Avoid

- Reporting style or readability issues — that's [Code Reviewer](../code-reviewer/)'s job, not this skill's. - Vague findings without a reproducing scenario. - Flagging theoretical issues that the surrounding code already guards against (check the full context first).

Technical details

Version
1.0.0
License
MIT
Last updated
Aug 20, 2026
Published
Aug 20, 2026

Decision snapshot

Fallback candidate

60
Ready
Prototype
Stage

recent repository activity

Audit

Install review

Install and adoption review

78
Needs review
Security
86/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
Recent failure
Outcomes
0
Output quality
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Growth loop

Share kit

X

Scenario-led draft for bug-hunter, ready for a manual X post.

Curator note
A practical pick for source-backed research:

bug-hunter: Searches code specifically for potential bugs, edge cases, race conditions, and incorrect assumptions rather than general s...

21 stars

https://www.openagentskill.com/skills/codebygarv-bug-hunter?ref=x
Open X draft
Optional reply with install command
Listing + install path for bug-hunter:
https://www.openagentskill.com/skills/codebygarv-bug-hunter?ref=x

Install: npx skills add codebygarv/Ai-skills --skill bug-hunter

Listing source

Registry indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
codebygarv
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Registry indexed listing is attributed to codebygarv but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/codebygarv-bug-hunter?metric=listed&label=Listed)](https://www.openagentskill.com/skills/codebygarv-bug-hunter)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/codebygarv-bug-hunter?metric=trust&label=Trust)](https://www.openagentskill.com/skills/codebygarv-bug-hunter)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/codebygarv-bug-hunter?metric=audit&label=Audit)](https://www.openagentskill.com/skills/codebygarv-bug-hunter/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/codebygarv-bug-hunter?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/codebygarv-bug-hunter)

Author

C

codebygarv

@codebygarv

Platform fit

Health signals

GitHub stars
21
Quality score
33/100
Last GitHub push
Aug 20, 2026
Framework hints
Unknown
OpenAgentSkill views
2
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

67
  • GitHub adoption21 GitHub starsFIX
  • Stars/forks activity21 stars, 1 forks; issue activity unavailable in current metadataFIX
  • Recent maintenance3d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS