Multi-agent orchestration for structured TDD development. Bare /orchestra sets up the Claude Code + Codex environment (detects project commands, offers to install recommended plugins with consent, marks the project orchestra-enabled in CLAUDE.md); /orchestra <request> conducts a Plan -> Implement -> Review -> Commit cycle, delegating planning/review to Claude subagents and implementation to ChatGPT Codex via the `codex` CLI.
1 skill · 3 agents
Map the literature of a research field or thesis niche: fan-out theme searches over arXiv / INSPIRE-HEP / Semantic Scholar / CiNii / J-STAGE build a persistent local corpus (stdlib-only fetch script, no pip installs); an LLM subagent fan-out classifies every paper into a corpus-derived taxonomy with a 0–3 relevance score; deliverables are a temporal/topical map figure, a curated reading-list CSV, a markdown briefing, and a final answer grouping the top papers by how they connect to the user's own work. INSPIRE-HEP supplies citation counts natively (no OpenAlex key needed for physics).
1 skill
Read, summarize, evaluate, or critique a research paper (PDF / DOI / arXiv / URL) with one unified four-stage method — Triage -> Comprehend -> Critique -> Integrate — fusing Keshav's three-pass method and Elliott/Beck/DeMarco's Four i's. Produces a structured summary + critique + integration, and loads a physics.md toolbox (units-limits-symmetries, statistical vs systematic uncertainty, 3-sigma/5-sigma significance, reduced-chi-squared/residuals, PRL/arXiv norms) for physics/experimental papers. Also runs literature surveys.
1 skill
Reviews the STRUCTURE and logical flow of a science/engineering bachelor's thesis (理工系卒業論文) against a standard 6-chapter template — funnel-shaped Introduction, the build-up of Theory, the parallelism of Theory/Method/Result/Discussion along one axis (baseline→proposed, simple→general), figure/table placement, and Acknowledgement/References. Reads PDF, LaTeX, or Markdown and reports in the thesis's own language. Evaluates structure only, never content correctness.
1 skill