find-bugs

Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.

6 stars

Best use case

find-bugs is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.

Teams using find-bugs should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/find-bugs/SKILL.md --create-dirs "https://raw.githubusercontent.com/netbarros/psique/main/.codex/skills/find-bugs/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/find-bugs/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How find-bugs Compares

Feature / Agentfind-bugsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Find Bugs

Review changes on this branch for bugs, security vulnerabilities, and code quality issues.

## When to Use This Skill

Use this skill when:
- Asked to review changes
- Finding bugs in code
- Performing security reviews
- Auditing code on the current branch
- Reviewing pull request changes

## Phase 1: Complete Input Gathering

1. Get the FULL diff: `git diff $(gh repo view --json defaultBranchRef --jq '.defaultBranchRef.name')...HEAD`
2. If output is truncated, read each changed file individually until you have seen every changed line
3. List all files modified in this branch before proceeding

## Phase 2: Attack Surface Mapping

For each changed file, identify and list:

* All user inputs (request params, headers, body, URL components)
* All database queries
* All authentication/authorization checks
* All session/state operations
* All external calls
* All cryptographic operations

## Phase 3: Security Checklist (check EVERY item for EVERY file)

* [ ] **Injection**: SQL, command, template, header injection
* [ ] **XSS**: All outputs in templates properly escaped?
* [ ] **Authentication**: Auth checks on all protected operations?
* [ ] **Authorization/IDOR**: Access control verified, not just auth?
* [ ] **CSRF**: State-changing operations protected?
* [ ] **Race conditions**: TOCTOU in any read-then-write patterns?
* [ ] **Session**: Fixation, expiration, secure flags?
* [ ] **Cryptography**: Secure random, proper algorithms, no secrets in logs?
* [ ] **Information disclosure**: Error messages, logs, timing attacks?
* [ ] **DoS**: Unbounded operations, missing rate limits, resource exhaustion?
* [ ] **Business logic**: Edge cases, state machine violations, numeric overflow?

## Phase 4: Verification

For each potential issue:

* Check if it's already handled elsewhere in the changed code
* Search for existing tests covering the scenario
* Read surrounding context to verify the issue is real

## Phase 5: Pre-Conclusion Audit

Before finalizing, you MUST:

1. List every file you reviewed and confirm you read it completely
2. List every checklist item and note whether you found issues or confirmed it's clean
3. List any areas you could NOT fully verify and why
4. Only then provide your final findings

## Output Format

**Prioritize**: security vulnerabilities > bugs > code quality

**Skip**: stylistic/formatting issues

For each issue:

* **File:Line** - Brief description
* **Severity**: Critical/High/Medium/Low
* **Problem**: What's wrong
* **Evidence**: Why this is real (not already fixed, no existing test, etc.)
* **Fix**: Concrete suggestion
* **References**: OWASP, RFCs, or other standards if applicable

If you find nothing significant, say so - don't invent issues.

Do not make changes - just report findings. I'll decide what to address.

Related Skills

zustand-store-ts

6
from netbarros/psique

Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...

zoom-automation

6
from netbarros/psique

Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.

zoho-crm-automation

6
from netbarros/psique

Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.

zendesk-automation

6
from netbarros/psique

Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.

zapier-make-patterns

6
from netbarros/psique

No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...

youtube-summarizer

6
from netbarros/psique

Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks

youtube-automation

6
from netbarros/psique

Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.

xss-html-injection

6
from netbarros/psique

This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "exploit client-side injection...

xlsx-official

6
from netbarros/psique

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....

x-twitter-scraper

6
from netbarros/psique

X (Twitter) data platform skill — tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server.

x-article-publisher-skill

6
from netbarros/psique

Publish articles to X/Twitter

writing-skills

6
from netbarros/psique

Use when creating, updating, or improving agent skills.