orchestra

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

Fortran language server (fortls) for code intelligence — go-to-definition, find-references, symbol search, hover, and diagnostics across free-form and fixed-form Fortran. Wires fortls into Claude Code's built-in LSP tool. Requires `fortls` on PATH (pip install fortls).

Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).

39 skills

Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques

15 skills · hooks

Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications

5 skills · hooks

Use Alibaba Open Code Review from local Codex.

2 skills

Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development

9 skills · 1 command · 8 agents

Use Codex from Claude Code to review code or delegate tasks.

3 skills · 8 commands · 1 agent · hooks