Discovery group skill. Restates the client's problem, target user, current workaround, success signal, and renders a falsifiable hypothesis.
Мета-фреймворк структурированного решения любых задач. Определяет область знаний, находит существующие фреймворки через web research, валидирует подходы, выявляет типичны — from…
Мета-фреймворк структурированного решения любых задач. Определяет область знаний, находит существующие фреймворки через web research, валидирует подходы, выявляет типичны — from…
Мета-фреймворк структурированного решения любых задач. Определяет область знаний, находит существующие фреймворки через web research, валидирует подходы, выявляет типичны — from…
Turn vague problem observations into testable hypothesis statements with specific who/when/severity/current-workaround dimensions.
Systematic problem-solving toolkit: root cause analysis, hypothesis testing, debugging strategies, critical thinking frameworks.
Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.
Map a process you run into a clean, linear, text-only process document — before any automation or AI build.
Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway theme, and validation — from…
Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway theme, and validation — from…
상품 딥리서치와 상품 분석 리포트 작성. 사용자가 상품명, 브랜드, 카테고리를 주고 필수 스펙, 배경지식, 시장/카테고리 맥락, 경쟁사 비교, 핵심 구매 포인트, 타겟 고객, 구매 장벽, 시즌/트렌드, 교차 판매, 가격 분석, 리뷰 요약, FAQ, 활용 아이디어를 조사·작성하려 할 때 사용.
Run staged buying-decision research for a household or personal product (microwave, mattress, vacuum, dishwasher, appliance, furniture, electronics).
Synthesize qualitative and quantitative user research into structured insights and opportunity areas.
Synthesize qualitative and quantitative user research into structured insights and opportunity areas.
Track and report Claude Code skill usage statistics. Use this whenever the user asks about skill usage, skill stats, skill reports, which skills are used most or least, wants to…
Return memory statistics snapshot from UnityEngine.Profiling.Profiler — reserved, allocated, mono heap, graphics, etc. (in MB).
Ranks and analyzes statement fingerprints using aggregated SQL statistics from crdb_internal.statement_statistics to identify slow, resource-intensive, or error-prone query…
Analyzes transaction fingerprints using aggregated statistics from crdb_internal.transaction_statistics to identify high-retry transactions, contention patterns, and commit…
Adaptive multi-agent parallel research engine. Deploys agent configurations based on topic classification and accumulated ROI data. Cross-validates with confidence matrix.
Structure project, sprint, or initiative progress reports. Use when writing progress reports that pull from work, comms, data, and research — what to include (shipped, in…
Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops
Use for the universal deep-analysis workflow: project discovery, version resolution, docs loading, architecture mapping, execution flow, and package research.
Use when a bug has multiple plausible causes across layers — competing hypotheses, validation loops, evidence-based conclusions — even when the user just says 'why is this…
Use whenever the user starts a new project, initiative, repo, app, tool, research effort, reusable skill, local integration, or other substantial build by giving a goal, desired…
Set up a project for babysitting. Guides you through onboarding a new or existing project — researches the codebase, interviews you about goals and workflows, builds the project…
Project management specialist routing for studio operations, cross-functional shepherding, experiment tracking, realistic scoping, and Jira workflow discipline.
Research workflow patterns specific to {project}. Covers research agent coordination, source management, and synthesis strategies. — from science/science-misc
Research workflow patterns specific to {project}. Covers research agent coordination, source management, and synthesis strategies. — from bg-szy/TOP-SKILLS
Researches domain ecosystem for project initialization. Spawned by /gsd:new-project orchestrator (4 parallel agents).
Survey state of the user's projects across home directory. Reports recent activity, dirty git state, open work.
Annotate prokaryotic genomes (bacteria, archaea, viruses) via Prokka's BLAST/HMM pipeline. Identifies CDS, rRNA, tRNA, tmRNA, signal peptides against Pfam, TIGRFAMs, RefSeq.
Interview-based strategic planning for deeply detailed plans (beyond writing-plans). Full cycle: intent classification → research → interview → plan generation → verification.
Systematic prompt engineering methods for AI-assisted academic research workf...
World-class prompt powerhouse that generates production-ready mega-prompts for any role, industry, and task through intelligent 7-question flow, 69 comprehensive presets — from…
Transform prompts into structured TCRO format with phase-specific clarification. Automatically invoked by /ai-eng/research, /ai-eng/plan, /ai-eng/work, and /ai-eng/spec commands.
Pre-spend contradiction gate for AI-video runs: checks every prompt in the batch, blocks on style / character / physics mismatch.
Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts.
Structured methodology for constructing and verifying mathematical proofs in statistical research
物性計算とMD後処理を扱うスキルです。 ElasticTensorFeature, PostElasticPropertiesFeature, 弾性定数, elastic, Young率, バルク弾性率, ForceConstantFeature, PostPhononBandFeature, PostPhononDOSFeature,…
Structured, decision-ready review framework for AI/ML, computational biology, and bioscience proposals. Use when evaluating grant, project, or funding proposals.
Execute complete FPF cycle from hypothesis generation to decision
Use when task is to run or resume an iterative IMC Prosperity research loop: generate or refine hypotheses, check prior attempts, evaluate candidate signals or portfolio ideas,…
Assists researchers in generating PROSPERO registration content for meta-analyses from a title and optional protocol. Use when the user wants to draft a PROSPERO registration form.
Patterns for protein structure prediction using AlphaFold2/ColabFold, structural analysis, model quality assessment, and integration with experimental data.
Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.
Standardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab SOP drafting, or cross-operator reproducibility; missing…
protocols.io REST API: search and fetch wet-lab, bioinformatics, and clinical protocols by keyword, DOI, or category, with steps, reagents, materials, equipment, timing.
Guides validation of ideas before full development using pretotyping (fake doors, concierge MVPs, Wizard of Oz) and prototyping at appropriate fidelity (paper, clickable, coded)…
Run statistically sound comparisons on eval results so prompt and model changes are judged by confidence bounds, not bar-chart vibes.
Feature geliştirme için Plan-Research-Plan framework'ü. Codebase analizi, pattern araştırma, güven skoru, blueprint oluşturma ve uygulama döngüsü.
Use when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue.
Psilocybin phenomenological state simulation. Transforms Claude's cognition, perception, language, emotion, and sense of self across low/medium/high intensity levels.
Use when turning the synthesis results of a Psychological Bulletin manuscript into a genuine theoretical contribution — reconciling conflicting findings, building or refining a…
Use when deciding whether a question is review-worthy and meta-analyzable for Psychological Bulletin and which synthesis type fits (meta-analysis, systematic review,…
Use as the entry point for any Psychological Bulletin manuscript. Routes to the right psychbull sub-skill based on where you are in the research-synthesis lifecycle and which…
Put your AI on a Performance Improvement Plan. Forces exhaustive problem-solving with Western big-tech performance culture rhetoric and structured debugging.
PUA Loop — autonomous iterative development with autoresearch-style gate protocol. Runs FOREVER until verified done.
Use when targeting 《财政研究》(Public Finance Research — 财政部主管、中国财政学会主办、不收版面费的财政学权威核心月刊, CNKI 采编系统) or deciding whether a Chinese public-finance manuscript fits this venue.
Tracks every manuscript, paper, and research output currently in the publication pipeline from email — where each is in the review and submission process, what reviewer feedback…
Search PubMed for scientific literature. Use when the user asks to find papers, search literature, look up research, find publications, or asks about recent studies.