📄 skillActivePromisinglow

chopratejas/headroom

by chopratejas

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Supported Platforms

🤖 Claude Code🧠 Codex

Stars

30.6k

Skill Type

📖 Library & API Reference

Quality Score

117/200

License

Apache-2.0

Forks

2.1k

Last Updated

Jul 24, 2026

Discovered

Jun 11, 2026

Validation

Passed

github.com/chopratejas/headroom

Quality Breakdown

117/ 200

Content Signals

Gotchas/Edge Cases+40
Progressive Disclosure+30
Trigger Description+20
Verification/Safety+20
Code Examples+15
Composability+15

Repo Health

Recent Activity+15
Scripts/Automation+10
Real Usage (Issues)+10
Single Responsibility+10
Config/Persistence+10
Install Instructions+5

Multi-platform bonus: +5 pts if tool supports 2+ platforms. Score derived from 12 structural signals — not stars or popularity.

Trust & Verification

low

Standard permissions only. Safe for general use.

Active

Updated within the last 90 days. Actively maintained.

Unverified skill. Always review source code before installing any skill from an unknown author.

Risk Assessment

  • Repository is a legitimate open-source compression library (Apache 2.0 licensed) for optimizing LLM context
  • No requests for elevated system capabilities (bash/shell/exec with root or unrestricted access)
  • No autonomous operation without human approval or multi-agent spawning patterns
  • No install scripts with hidden bootstrap automation or persistent config modification to AI tool settings
  • File structure indicates standard library development (Cargo.toml for Rust, benchmarks/, tests, CI/CD workflows)
  • CI/CD workflows are standard GitHub Actions for testing and publishing, not malicious automation

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