Create, publish, delete, and submit plugins for coding agents (Claude Code, OpenCode).
Keep code alive when its dependencies misbehave — timeouts on every remote call, circuit breakers, bulkheads, bounded pools and queries…
Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration.
Automate browser interactions for web testing, form filling, screenshots, and data extraction.
Diagnose and fix Claude in Chrome MCP extension connectivity issues.
Project management with PDCA cycles, confidence checks, and context persistence.
Defines lean MVP boundaries, core validation hypotheses, and measurable success criteria within a structured 60-minute framework.
Full PM playbook — triage backlog, prioritize, assign, track, report, escalate.
Review local git changes from a PMBOK-based product management perspective.
Structure a PM's weekly review and planning session.
Use when managing Node.js dependencies with pnpm - install packages, configure monorepo workspaces, set up pnpm catalogs, resolve…
Keep pnpm current: run pnpm self-update/corepack prepare, align packageManager in package.json, and bump pnpm/action-setup + pinned pnpm…
Archive a done POC out of the active set but keep it as a parity/regression oracle, moving it under .pocs/archive/.
Create a new POC-driven feature file under .pocs/ from any source (a sentence, an issue, a document, a URL).
List every POC in .pocs/ with its phase and gap counts (split by [agent]/[user]).
POC Driven Development — own a complex feature in one self-contained file under .pocs/, shape it by closing gaps, then implement it into…
Validate that a POC file is well-formed against the POCDD conventions — status header, the three sections, gaps tagged by owner with ids…
Run the POCDD gap-closing loop on an existing POC file — close [agent] investigation gaps autonomously (at most gaps_per_pass per…
For the pocket money clause — Section 110 of the German Civil Code (BGB): establishes the legal standard, burden of proof, and…
Use when auditing an ACM PODC submission for HotCRP readiness, covering the two-step abstract-registration then full-paper deadline, the…