# Context Hunter

> Discover codebase patterns, conventions, and unwritten rules before making changes. Use when implementing features, fixing bugs, or refactoring code.

- **Type:** Skill
- **Install:** `agentstack add skill-foryourhealth111-pixel-vibe-skills-context-hunter`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [foryourhealth111-pixel](https://agentstack.voostack.com/s/foryourhealth111-pixel)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [foryourhealth111-pixel](https://github.com/foryourhealth111-pixel)
- **Source:** https://github.com/foryourhealth111-pixel/Vibe-Skills/tree/main/bundled/skills/context-hunter

## Install

```sh
agentstack add skill-foryourhealth111-pixel-vibe-skills-context-hunter
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Context Hunter

Before writing code, investigate how similar problems are already solved in this codebase.

## Before Implementation

### Discover Existing Patterns

1. **Find analogous features**: Search for code that solves similar problems. Study it before proposing your approach.
2. **Trace data flow**: How does similar data move through the system? Note caching, validation, and error handling patterns.
3. **Identify utilities**: Search for existing helpers before creating new ones.

### Detect Unwritten Conventions

Look for implicit rules encoded in the codebase:

- **Schema patterns**: `deleted_at` columns indicate soft-deletion. Audit columns indicate tracking requirements.
- **Naming patterns**: Note consistency in `user_id` vs `userId` vs `userID`.
- **Test patterns**: What's tested thoroughly reveals team priorities.

### Verify Assumptions

- Run the test suite to understand current state
- Check linter and formatter configs
- Read recent commits in affected areas
- Examine database schemas for constraints

## During Implementation

### Match Existing Code

Your changes should be indistinguishable from existing code:

- Use the same patterns, abstractions, and utilities
- Follow the same error handling approach
- Respect module boundaries
- Match naming conventions exactly

### Surface Concerns

When you discover conflicts between requirements and existing patterns:

- Ask clarifying questions before proceeding
- Flag risks you've identified
- Offer alternatives that align with codebase conventions

## Checklist

Before proposing changes, confirm:

- [ ] Studied analogous features in the codebase
- [ ] Checked for reusable utilities
- [ ] Reviewed test patterns for similar functionality
- [ ] Noted naming and schema conventions
- [ ] Verified approach matches existing patterns

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [foryourhealth111-pixel](https://github.com/foryourhealth111-pixel)
- **Source:** [foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills)
- **License:** Apache-2.0

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-foryourhealth111-pixel-vibe-skills-context-hunter
- Seller: https://agentstack.voostack.com/s/foryourhealth111-pixel
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.