Okf Generator

Generate OKF (Open Knowledge Format) v0.2 knowledge bundles from codebases, and look up exact concepts for AI agent context injection. Use this skill whenever the user wants to: index a codebase, generate OKF bundles, extract code knowledge into structured markdown, convert codebases into training data, look up functions/classes/modules by name, prime an AI agent with codebase context, or integrate codebase knowledge with OpenCode or other AI coding agents. Also trigger for phrases like "index my code", "generate knowledge bundle", "extract codebase concepts", "what does X class do", or "look

110 stars 10 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add UmairBaig8/okf-generator --skill okf-generator

Manual install

git clone --depth 1 https://github.com/UmairBaig8/okf-generator.git /tmp/okf-generator
mkdir -p ~/.claude/skills
cp -r /tmp/okf-generator/. ~/.claude/skills/okf-generator

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# OKF Generator & Lookup Skill

Generates structured OKF v0.2 knowledge bundles from codebases (18 languages via
tree-sitter AST + stdlib ast), and provides fast concept lookup for AI agents
like OpenCode.

## Pipeline Overview

```
codebase
   |
   v
okf generate  -->  okf_bundle/          (domain/resource-path layout)
                       |
                okf lookup               (zero-LLM concept search)
                       |
                okf pairs          -->  okf_pairs.jsonl  (training data)
```

## CLI Reference

All features via single `okf` CLI (installed from PyPI).

| Command | Purpose |
|---------|---------|
| `okf generate` | Scan codebase and write OKF bundle |
| `okf lookup` | Search bundle and return exact concept |
| `okf pairs` | Convert bundle to JSONL training pairs |
| `okf summarize` | Regenerate SUMMARY.md from existing bundle |

## Dependencies

```bash
pip install okf-generator
# With LLM enrichment:
pip install "okf-generator[llm]"
```

---

## Task: Generate OKF Bundle

**When**: user says "index my codebase", "generate OKF bundle", "extract knowledge from code"

### Static extraction (no LLM — always run this first)
```bash
okf generate <source_dir> <output_dir>
```

### With LLM enrichment (fills missing docstrings and descriptions)

Configure enrichment in `.okfconfig` (JSON), then run:

```bash
okf generate <source_dir> <output_dir> --enrich
# or run enrichment standalone on an existing bundle:
okf enrich <output_dir>
```

Read the full skill on GitHub

Details

Skill name: okf-generator
Repository: UmairBaig8/okf-generator
License: MIT
Repo updated: 1 August 2026

FAQ

What does the Okf Generator skill do?

How do I install the Okf Generator skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add UmairBaig8/okf-generator --skill okf-generator. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Okf Generator popular?

It lives in UmairBaig8/okf-generator, which has 110 GitHub stars and 10 forks.

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