Self Improve
The deliberate self-improvement loop for the maintainer — after every Nth maintenance cycle (or on /hmd:self-improve), step back from fixing issues and improve Heimdall's OWN capability. Ports karpathy/autoresearch to Heimdall's routing/planning: collect evidence from metrics.jsonl + queue dead/done stats → form testable hypotheses → run a bounded routing experiment → evaluate against a measured…
Heimdall
Verification gates for AI coding agents — nothing ships unproven. Falsifiable oracle gates, team wall, receipts. Works with Claude Code today; Cursor, Codex, Gemini CLI & every git repo next.
Heimdall
Autonomous superskill manager — the main orchestrator agent for complex development tasks. Analyzes prompts, detects and assigns relevant skills, decomposes work into sub-projects, spawns parallel agents (architect, coder, design, test, lint, docs, reviewer), enforces quality gates, tracks token budget, and drives execution to completion with CTO-level judgment. Includes maintainer mode for auton…
Designmatch
Use when matching a React Native screen to a Claude Design HTML canonical at ≥95% visual parity on real Android/iOS hardware — closes the loop with a VQA stub mode, Playwright canonical renderer at 1080×2444, and a dual-metric pixelmatch + SSIM diff harness producing composite triptychs.