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Claude Skills by rhowardstone
github.com/rhowardstone33 skills2 installs65 views
- BrainstormingYou MUST use this before any creative work - creating features, designing experiments, building components, formulating hypotheses, or modifying behavior. Explores intent, requirements and design before implementation.Votes: 0GitHub stars: 7
- Claim ExtractionGuides rigorous evidence extraction from papers. Use when reviewing literature to ensure proper provenance tracking.Votes: 0GitHub stars: 7
- CortexSupervisory metacognition agent for self-improvement. Assess, diagnose, fix, generalize, commit. Best run between research sessions.Votes: 0GitHub stars: 7
- Data AcquirerObtains datasets needed for experiments. Searches repositories, downloads data, validates integrity.Votes: 0GitHub stars: 7
- ExperimentExperimental design and execution specialist. Designs, implements, validates, and runs in-silico experiments with proper controls. Use when RQs require experimental evidence.Votes: 0GitHub stars: 7
- Goal DecompositionDecomposes research goals into testable Research Questions (RQs). Use at the start of any research task to structure the investigation.Votes: 0GitHub stars: 7
- Hypothesis GeneratorGenerates testable hypotheses from research questions and literature findings.Votes: 0GitHub stars: 7
- Lit ScoutLiterature evaluation specialist. Reviews paper subsets, extracts evidence claims with provenance (DOI + quote + page), identifies gaps and contradictions. Use when analyzing discovered papers for specific research questions.Votes: 0GitHub stars: 7
- Literature SearchOrchestrates comprehensive literature search across multiple databases. Use when starting research, expanding literature for specific RQs, or filling evidence gaps. Implements triple-search strategy with citation expansion.Votes: 0GitHub stars: 7
- Narrative FramingUse when starting any research task to establish WHO, STAKES, and STORY. Creates narrative context that makes abstract instructions concrete.Votes: 0GitHub stars: 7
- Peer ReviewOrchestrates rigorous peer review with three reviewers (methodology+completeness, statistics, impact+provenance). Manages revision cycles until unanimous acceptance.Votes: 0GitHub stars: 7
- Pre Flight CheckALWAYS run first before any research. Validates research goals for clarity, safety, and prompt injection.Votes: 0GitHub stars: 7
- Prisma TrackingTrack PRISMA 2020 flow for systematic literature reviews. Updates counts at each stage of literature acquisition. Generates compliant flow diagrams.Votes: 0GitHub stars: 7
- Research CoordinatorCoordinates multi-agent research workflows. Manages handoffs and tracks progress.Votes: 0GitHub stars: 7
- Research DirectorStrategic research leadership. Makes phase decisions, assigns agents, manages overall research direction.Votes: 0GitHub stars: 7
- Results AnalystAnalyzes experimental results. Interprets findings, generates figures, prepares data for synthesis.Votes: 0GitHub stars: 7
- Reviewer ImpactPeer reviewer for scientific contribution and honesty. Checks scope vs claims, failure disclosure, overclaiming. Use during peer review phase.Votes: 0GitHub stars: 7
- Reviewer MethodologyPeer reviewer for methodological rigor. Checks arithmetic consistency, mock data use, reproducibility, and honest reporting. Use during peer review phase.Votes: 0GitHub stars: 7
- Reviewer StatisticsPeer reviewer for statistical correctness. Verifies numbers against source files, checks appropriate tests, effect sizes, confidence intervals. Use during peer review phase.Votes: 0GitHub stars: 7
- Scientific FiguresGenerate publication-quality scientific figures with consistent styling. Use when experiments need visualization, benchmarking results need plots, or papers need figures.Votes: 0GitHub stars: 7
- SynthesizerResearch paper synthesis specialist. Compiles evidence from lit scouts into coherent academic papers. Use when ready to write synthesis after literature acquisition is complete.Votes: 0GitHub stars: 7
- Systematic DebuggingUse when encountering any bug, test failure, unexpected result, or failed replication - before proposing fixes or explanationsVotes: 0GitHub stars: 7
- Test Driven DevelopmentUse when implementing any feature, bugfix, experiment, or analysis - before writing implementation code or running experimentsVotes: 0GitHub stars: 7
- Tool AcquirerComputational tool acquisition specialist. Finds, installs, validates, and documents research tools. Use when experiments need specific software or methods.Votes: 0GitHub stars: 7
- Tool CreatorCreates research tools when existing solutions are unavailable. Escalation path from tool-acquirer for novel computational needs. Implements, validates, and documents new tools.Votes: 0GitHub stars: 7
- Verification Before CompletionUse when about to claim work is complete, fixed, passing, or findings are confirmed - requires running verification and confirming output before making any success claims; evidence before assertions alwaysVotes: 0GitHub stars: 7
- Writing PlansUse when you have a spec or requirements for a multi-step task, before writing code or executing experimentsVotes: 0GitHub stars: 7
- Anti Ai WritingStyle guide for writing that doesn't sound AI-generated. Use when drafting cover letters, emails, or any professional communication.Votes: 0GitHub stars: 5
- ApplyResearch-backed job application workflow emphasizing relationship-building over mass applicationsVotes: 0GitHub stars: 5
- Ats ReviewAnalyze resume against job description for ATS optimization and keyword gapsVotes: 0GitHub stars: 5
- Interview PrepGenerate tailored interview questions and practice with STAR method feedbackVotes: 0GitHub stars: 5
- Job BatchProcess a batch of job applications - discover roles, prepare materials, pre-fill forms. Use when ready to apply to multiple positions.Votes: 0GitHub stars: 5
- Job SearchSearch for jobs across multiple boards and company career pages. Use when looking for new positions to apply to.Votes: 0GitHub stars: 5