Comprehensive Rust coding guidelines covering ownership, error handling, async patterns, traits, testing, performance, clippy, and documentation. Use when writing new Rust code, reviewing or refactoring existing Rust, implementing async systems with Tokio,…
Cross-LLM peer review of an implemented change (the diff) via `compozy exec`: an independent reviewer runtime pressure-tests the diff and writes one scoped Markdown findings artifact for user-directed remediation. Project-agnostic — any repo or language;…
Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go application performance with pprof, and enforces idiomatic Go with generics, interfaces, and robust error handling. Use when…
VC outreach and raise execution: investor target lists (partner-level, tiered), warm-intro and cold-email plays that convert to first calls, meeting prep and objection handling, the parallel-process pipeline (batching, momentum, follow-ups), and diligence…
Pitch-deck creation and teardown: maps the fundraising narrative onto a slide sequence, enforces per-slide requirements (problem, solution, traction, market, team, ask), and reviews decks against funded-deck patterns and investor attention data. Use when a…
Fundraising strategy for startups: fundability assessment against what VCs actually evaluate, the fundraising narrative and value proposition (positioning, why-now), round design (when to raise, how much, valuation, SAFE vs priced, dilution, milestones),…
Deep review of branch diffs, working trees, or GitHub PRs at any size. Use when the user asks for CodeRabbit-grade review, an incremental re-review after new pushes, publication of findings to a PR, a cross-LLM peer-review verdict round, or conformance review…
Creates and maintains Knowledge Base topics from YouTube channels by scaffolding a yt-channels topic, bulk-ingesting transcripts through kb ingest channel, and validating/indexing the result. Use when turning a YouTube channel into a Karpathy KB topic. Do not…