Autonomous performance optimization: research, PoC, benchmark, implement, review, PR
Perseus statistical analysis skill for proteomics data analysis and visualization
Product Constitution: the living document that defines product principles, value propositions, positioning, customer experience philosophy, building approach, prioritization…
Researches a UK company you want to pitch to and drafts a credible cold outreach email with a specific, verifiable opening hook.
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md.
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md.
Translate research findings into accessible policy briefs, presentations, and stakeholder communications
Specialized skill for polymer materials analysis including molecular weight distribution, thermal transitions, crystallinity, and rheological properties
Generate a ship-ready CLI for an API with a lean research -> generate -> build -> shipcheck loop.
Regenerate an existing printed CLI from scratch under the current Printing Press, with prior research and prior novel features carried into the novel-features subagent's reprint…
Interactive prompt engineering skill that guides users through structured dialogue to build comprehensive, optimized prompts with intelligent technique selection, automatic…
Research spike. Output is a research doc, not code. Frames the question via superpowers:brainstorming; optionally consults gstack /codex consult for cross-model second opinions…
Strategic brainstorming via `superpowers:brainstorming`, persisted as a research doc under `docs/research/` and posted to the project's pinned Vision GitHub Issue via GitHub MCP.
PyMC probabilistic programming skill for hierarchical Bayesian models in physics data analysis
PySCF quantum chemistry interface for classical electronic structure calculations
PySCF quantum chemistry skill for molecular calculations, coupled cluster, and multireference methods
ZX-calculus based circuit simplification skill for advanced quantum circuit optimization
Quantum error correction code implementation skill for fault-tolerant quantum computing
IBM Qiskit integration skill for quantum circuit construction, transpilation, and execution on IBM Quantum hardware
Qiskit quantum computing skill for circuit design, simulation, and quantum algorithm development
Microsoft Q# skill for quantum algorithm development with the Q# language and Azure Quantum integration
Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python
Quantum ESPRESSO calculation skill for DFT simulations with pseudopotential management
Quantum ESPRESSO DFT skill for plane-wave pseudopotential calculations and materials simulation
Expert-level quantum computing, Qiskit, quantum algorithms, and quantum information
QuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysis
RDKit chemoinformatics skill for molecular property calculation and compound library management
Research workflow for finding well-substantiated contrarian positions. Specialized in anarchist theory, stigmergy, grassroots movements, guerilla gardening, and alternative media.
GLAW Money-Recovery seat — the firm's nonpayment / collections litigator. Takes ANY unpaid-money matter (homeowner stiffed by a contractor, contractor/sub stiffed on a job,…
Use before an external meeting: read the calendar invite, work out who is in the room and what their company has been doing, and send a one-page brief to the person whose meeting…
Use after 2 consecutive failed attempts at solving a problem - STOP guessing and research documentation, codebase, and online resources before resuming
Research a token and execute a trade if it passes due diligence. Autonomous research-to-trade pipeline: researches the token, evaluates risk, and only trades if the risk…
Produce a structured research brief on any topic — TL;DR, key facts with citations, notable quotes, suggested angles, open questions.
Navigate institutional review board processes, informed consent, confidentiality, and ethical considerations in human subjects research
Expert-level research methodology, academic writing, statistical analysis, and scientific investigation
Use when the workflow hits contradictions, missing evidence, failed runs, design flaws, or resource shifts.
Web research via Perplexity AI. Use for technical comparisons (X vs Y), best practices, industry standards, documentation.
Use whenever the user asks about Austrian law — federal, state, district or municipal law, gazettes (Bundesgesetzblatt, Landesgesetzblätter), or case law from the Verfass — from…
Systematic root cause identification skill with 5 Whys, fishbone diagrams, fault tree analysis, and hypothesis testing
ROOT/CERN data analysis skill for high-energy physics data processing, histogramming, and statistical analysis
Pick the right LLM for LEGAL RESEARCH & ANALYSIS — issue-spotting, rule application, case/statute analysis, memos, and multi-step agentic research.
SAP-RPT-1-OSS local tabular prediction workflows for FI/CO prototype datasets. Use when preparing SAP finance CSV exports for classification or regression experiments with…
SciPy scientific computing skill for numerical optimization, integration, and signal processing in physics
GLAW SEC Enforcement Cell — Enforcement Attorney Agent. The lead seat that runs a civil securities-enforcement investigation and builds the action: Securities Act and Exchange Act…
GLAW SEC Enforcement Cell — Market Abuse Agent. The surveillance and trading-analytics seat: trading-pattern analysis, order-book analysis, HFT analysis, market surveillance,…
Academic literature search using Semantic Scholar API for citation-aware paper discovery
App is crashing, production error, users are reporting issues, investigate this error. Production issue analysis using Sentry — stack traces, breadcrumbs, root cause hypothesis,…
Синхронизация .serena/memories - fact-only заметки из кода/диффов/тестов. Используй для: обнови memories, синхронизируй память, после коммита, после Stop-хука, .serena/plans,…
gotcha/learned 관찰에서 스킬 개선점을 추출하여 autoresearch로 연결하는 자기 개선 루프. 축적된 오답노트와 성공 패턴을 스킬에 매핑 → 체크리스트 자동 생성 → autoresearch 실행. gotcha-analyzer가 패턴 감지 후 이 스킬 실행을 제안합니다. /skill-evolve로 실행.
Create phased implementation plans from research findings. Invoke when a task needs an implementation plan.
Conduct general research using web search, documentation, and codebase exploration. Invoke for general research tasks. — from benbrastmckie/nvim
Conduct general research using web search, documentation, and codebase exploration. Invoke for general research tasks. — from majiayu000/claude-skill-registry
Dispatch the current milestone's slices to a Claude Code Agent Team. Each teammate works on a slice in parallel with its own 200k context (replaces GSD's fresh-subprocess-per-task…
Canonical Hone equity-research skill covering single-stock analysis, valuation framing, and criteria-based screening
Prompt-native interactive HTML docs. Generate a self-contained HTML document from a prompt (interactive models, SVG diagrams, simulations, strategy docs, research write-ups,…
Performs technical research and analysis without implementation. Use when asked to "analyze this", "research this change", "investigate", "what would be involved", "where would…
TensorFlow machine learning skill specialized for physics applications including neural network potentials and surrogate models
Use when an agent needs structured market, macro, portfolio, calendar, fundamentals, valuation (DCF / reverse DCF / S&P 500 DCF, including turnaround mode), SEC filings,…
Run a cited research pass for TERRAIN design, benchmarks, routing, GIS, or territory-planning decisions.
Automated thermodynamic property method selection based on component characteristics and operating conditions