osgrep — for Claude Code osgrep, community, for Claude Code, ide skills, claude-code, cursor-ai-edit, cursorrules, package-manager, prompts, osgrep "session validation logic"

v1.0.0

About this Skill

Ideal for AI agents that need use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins. osgrep is an AI agent skill for use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins.

Features

Use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins
osgrep "how are plugins loaded"
osgrep "how are plugins loaded" packages/transformers.js/src
Strategy for Different Query Types
For Architectural/System-Level Questions (auth, LSP integration, file watching)

# Core Topics

pr-pm pr-pm
[101]
[11]
Updated: 3/23/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reviewed Landing Page Review Score: 10/11

Killer-Skills keeps this page indexable because it adds recommendation, limitations, and review signals beyond the upstream repository text.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution Quality floor passed for review Locale and body language aligned
Review Score
10/11
Quality Score
74
Canonical Locale
en
Detected Body Locale
en

Ideal for AI agents that need use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins. osgrep is an AI agent skill for use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins.

Core Value

osgrep helps agents use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins. The universal registry for AI coding tools ## When to Use Use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins loaded"). This AI agent

Ideal Agent Persona

Ideal for AI agents that need use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins.

Capabilities Granted for osgrep

Applying Use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins
Applying osgrep "how are plugins loaded"
Applying osgrep "how are plugins loaded" packages/transformers.js/src

! Prerequisites & Limits

  • Don't Over-Rely on Snippets: For architectural questions, snippets are signposts, not answers. Read the key files.
  • Tips Trust the Semantics: You don't need exact names
  • Requires repository-specific context from the skill documentation

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is osgrep?

Ideal for AI agents that need use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins. osgrep is an AI agent skill for use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins.

How do I install osgrep?

Run the command: npx killer-skills add pr-pm/prpm. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for osgrep?

Key use cases include: Applying Use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins, Applying osgrep "how are plugins loaded", Applying osgrep "how are plugins loaded" packages/transformers.js/src.

Which IDEs are compatible with osgrep?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for osgrep?

Don't Over-Rely on Snippets: For architectural questions, snippets are signposts, not answers. Read the key files.. Tips Trust the Semantics: You don't need exact names. Requires repository-specific context from the skill documentation.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add pr-pm/prpm. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use osgrep immediately in the current project.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

osgrep

Install osgrep, an AI agent skill for AI agent workflows and automation. Review the use cases, limitations, and setup path before rollout.

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

When to Use

Use this to find code by concept or behavior (e.g., "where is auth validated", "how are plugins loaded"). Note: This tool prioritizes finding the right files and locations in the code. Snippets are truncated (max 16 lines) and are often just previews.

Example:

bash
1osgrep "how are plugins loaded" 2osgrep "how are plugins loaded" packages/transformers.js/src

Strategy for Different Query Types

For Architectural/System-Level Questions (auth, LSP integration, file watching)

  1. Search Broadly First: Use a conceptual query to map the landscape.
    • osgrep "authentication authorization checks"
  2. Survey the Results: Look for patterns across multiple files:
    • Are checks in middleware? Decorators? Multiple services?
    • Do file paths suggest different layers (gateway, handlers, utils)?
  3. Read Strategically: Pick 2-4 files that represent different aspects:
    • Read the main entry point
    • Read representative middleware/util files
    • Follow imports if architecture is unclear
  4. Refine with Specific Searches: If one aspect is unclear:
    • osgrep "session validation logic"
    • osgrep "API authentication middleware"

For Targeted Implementation Details (specific function, algorithm)

  1. Search Specifically: Ask about the precise logic.
    • osgrep "logic for merging user and default configuration"
  2. Evaluate the Semantic Match:
    • Does the snippet look relevant?
    • Crucial: If it ends in ... or cuts off mid-logic, read the file.
  3. One Search, One Read: Use osgrep to pinpoint the best file, then read it fully.

Output Format

Returns: path/to/file:line [Tags] Code Snippet

  • [Definition]: Semantic search detected a class/function here. High relevance.
  • ...: Truncation Marker. Snippet is incomplete—use read_file for full context.

Tips

  • Trust the Semantics: You don't need exact names. osgrep "how does the server start" works better than guessing osgrep "server.init".
  • Watch for Distributed Patterns: If results span 5+ files in different directories, the feature is likely architectural—survey before diving deep.
  • Scope When Possible: Use path constraints to focus: osgrep "auth" src/server/
  • Don't Over-Rely on Snippets: For architectural questions, snippets are signposts, not answers. Read the key files.
  • "Still Indexing...": If you see this, please stop, alert the user that the index is ongoing and ask them if they wish to proceed. Results will be partial until the index is complete.

Related Skills

Looking for an alternative to osgrep or another community skill for your workflow? Explore these related open-source skills.

View All

openclaw-release-maintainer

Logo of openclaw
openclaw

openclaw-release-maintainer is an AI agent skill for openclaw release maintainer.

333.8k
0
AI

widget-generator

Logo of f
f

Generate customizable widget plugins for the prompts.chat feed system

149.6k
0
AI

flags

Logo of vercel
vercel

flags is an AI agent skill for use this skill when adding or changing framework feature flags in next.js internals.

138.4k
0
Browser

pr-review

Logo of pytorch
pytorch

pr-review is an AI agent skill for pytorch pr review skill.

98.6k
0
Developer