Weekly engineering retrospective. Analyze commit history, work patterns, and shipping velocity.

Research before coding. Stop. Search. Then build.

Bug-finder vs adversarial vs referee. Zero false positives.

Extract patterns from every session. Your agent gets smarter.

Define acceptance criteria BEFORE starting. No half-done work.

Native Apple Silicon voice synthesis. STT + TTS with no external APIs.

Self-evolving skills using Karpathy's autoresearch pattern. Modify, test, measure, keep what works.

Founder-mode plan review. Rethink the problem, find the 10-star product.

Architecture, data flow, edge cases locked before implementation.

Merge main, run tests, review diff, bump version, changelog, PR.

Automate complete GitHub PR workflows including creation, review, merge, and maintenance.

Rigorous academic research with full methodology, APA 7th citations, evidence hierarchy.

Complete brand intelligence. X/Twitter + 3000+ platform OSINT.

Process PDFs, DOCX, PPTX, XLSX, HTML, images into structured markdown for AI.

Expose OpenClaw tools via MCP for voice agents, Claude Desktop, and MCP-compatible systems.

Real-time voice AI agents using LiveKit. Sub-200ms latency, STT/LLM/TTS pipeline.

One-click AI video generation from topics/keywords. Script, footage, subtitles, music.

High-value investigative research for investors, acquirers, hiring teams.