Prepare or verify OpenClaw stable, beta, and extended-stable releases, including backport discovery, changelogs, release notes, publish…
Orchestrate worker fleets over OpenClaw issues and PRs: prove root causes, prefer clean refactors over quick patches, land verified…
Triage, redact, clean up, and resolve OpenClaw GitHub Secret Scanning alerts in issues or PRs.
Investigate OpenClaw pnpm test memory growth, Vitest OOMs, RSS spikes, and heap snapshot deltas.
Benchmark, diagnose, and optimize OpenClaw test and plugin-suite runtime, import hotspots, CPU/RSS, heap growth, and slow coverage paths.
Choose, run, rerun, or debug OpenClaw tests, CI checks, Docker E2E lanes, release validation, and the cheapest safe verification path.
Guides the creation and injection of custom, accessible UI themes for OpenClaw Control UI and web apps with automated self-healing.
QA opencode itself, per case: verify the CLI/terminal (opencode run, db, serve, export), prove a specific plugin hook/action/event fired…
Generates multi-platform UI prototypes, event landing pages, pitch decks, and multimedia assets aligned with custom brand design systems.
How to run and change OpenGrad's annotation system safely — the opengrad-annotate CLI (check, start, status, audit, export, freeze-gold…
Use the OpenQASM 3 specification, reference grammar, and openqasm3
Use when creating/writing/building OpenRewrite recipes, working with .java recipe files, RewriteTest files, recipe YAML files, LST…
Implement data privacy controls for OpenRouter API usage.
Build applications and features on the OpenSaaS Stack.
Create or redesign enterprise AI, automation, security, and operations product pages that explain system boundaries, approvals…
Operations system diagnostics, incident investigation, service health, and bounded log triage while treating observed machine data as…
Browser-based user acceptance testing via Playwright MCP tools.
Ship parcels via any configured carrier — MyParcel, Sendcloud, DHL Parcel NL, PostNL, DPD, UPS, FedEx.
Use when targeting Optica or deciding whether an optics-and-photonics manuscript fits this venue.
Use when improving performance, latency, throughput, memory usage, or general efficiency.
Improve Coval trace quality after basic ingestion works.