A biomedical research topic designer that generates progressive experimental subtitles and detailed research outlines based on a given subject. Use when the user wants to design a research proposal, outline experiments for a topic, or structure a biomedical…
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majiayu000/claude-skill-registry - Page 45
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Batch effect correction for CRISPR screens. Covers normalization across batches, technical replicate handling, and batch-aware analysis. Use when combining screens from multiple batches or correcting systematic technical variation.
Batch effect correction for CRISPR screens. Covers normalization across batches, technical replicate handling, and batch-aware analysis. Use when combining screens from multiple batches or correcting systematic technical variation.
Monitor and analyze backend GPU costs for LTX API and LTX Studio. Use when analyzing cost trends, detecting anomalies, breaking down costs by endpoint/model/org/process, monitoring utilization, or investigating cost efficiency drift.
When multiple solutions exist, pick the best one. Explain why in one sentence.
ベストプラクティスの収集・評価・統合・更新を体系化するスキル。 情報源の信頼性評価、品質スコアリング、統合パターンを用いて知識ベースを改善する。 Anchors: • The Pragmatic Programmer / 適用: 実践的改善 / 目的: 継続的な品質向上 • Evidence-Based Management / 適用: 評価基準 / 目的: 判断の一貫性を担保 • Knowledge Management (Nonaka) / 適用: 知識統合 / 目的: 暗黙知の体系化 Trigger:…
Source text: Japanese
Use before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.
Use before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.
Compare and analyze contractor bids. Score proposals, identify scope gaps, and recommend selections.
Comprehensive retrospective analysis of 2025 for BidDeed.AI, Everest Capital USA, Life OS, and Shapira family achievements. Use when Ariel requests year-end review, 2025 analysis, annual retrospective, or wants to understand what was accomplished across all…
Fast, cloud-based patent searching across 76 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval
Generate comprehensive BIM model validation reports. Check data quality, completeness, and compliance with standards.
Evaluates scientific research rigor using systematic frameworks. Assesses methodology, statistics, biases, and evidence quality. Use when reviewing papers, critiquing claims, designing studies, rating evidence strength (GRADE/Cochrane ROB), checking study…
Extract paper references and concepts from a LaTeX repository for the bipartite knowledge graph.
Unified guidance for using the bipartite reference library CLI. Use when searching for papers, managing the library, or exploring literature via S2/ASTA.
Analyze blast radius of code changes with risk scoring. Shows affected nodes and untested functions.
Five-skill sequence for 'what am I missing?' - Collide → Critique → Scale → Synthesize → Simplify. Use when you suspect you're not seeing something.
Track code through the forest with unerring precision. Pick up the scent, follow the trail, and map the territory. Use when exploring unfamiliar codebases, finding patterns, or understanding how systems connect.
Stress-test book concepts against existing research before committing to architecture. Use when the user has a Book Concept Document ready for validation, wants to verify their thesis is defensible, needs to understand the competitive intellectual landscape,…
Assess commercial viability of book concepts for Amazon KDP self-publishing. Use when the user has a Book Concept Document and wants to understand market demand, competition, pricing, and positioning before committing to write. Produces a Market Research…
Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research prompts, validate…
Use when the user asks to compare branches, analyze git diffs, review changes between branches, update specifications based on code changes, or analyze what changed. Triggers on keywords like "compare branches", "git diff", "what changed", "branch…
"[Git] Use when the user asks to compare branches, analyze git diffs, review changes between branches, update specifications based on code changes, or analyze what changed. Triggers on keywords like "compare branches", "git diff", "what changed", "branch…
Interactive briefing of a plan file — explains reasoning, schema decisions, component choices. Use when developers need to understand a plan before approving.
Analyzes existing brownfield projects to map documentation to SpecWeave's structure (PRD/HLD/Spec/Runbook). Use when migrating existing projects to SpecWeave, scanning legacy docs, or creating project context maps. Detects external tools (JIRA, ADO, GitHub)…
Analyzes existing brownfield projects to map documentation structure to SpecWeave's PRD/HLD/Spec/Runbook pattern. Scans folders, classifies documents, detects external tools (Jira, ADO, GitHub), and creates project context map for just-in-time migration.…
Browse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and lists, analyze and categorize accounts. Supports authenticated access for personalized feeds. Use for Bluesky research, user monitoring,…
Use when user wants brutally honest feedback on business ideas, plans, pitches, or strategies. Triggers on "brutal feedback", "honest review", "devil's advocate", "red team", "tear apart", "critique", "what's wrong with this", "find holes in", "challenge this…
Investigate bugs and root causes.
Beads Viewer - graph-aware triage engine for Beads issue tracker with 9 graph metrics (PageRank, betweenness, HITS, etc.), dependency-aware planning, and purpose-built robot protocol for AI agents.
Use when quantitative feasibility checks are needed, order-of-magnitude estimates must be established, or detailed models are required to validate design assumptions and identify rate-limiting steps
Use to improve story sizing accuracy by analyzing historical estimation data. Identifies patterns, updates size definitions, and refines PROBE proxy selections.
Traces execution paths through the code graph with criticality scoring and Mermaid charts. Use when understanding how a function propagates through the system.
Generate inorganic crystal structure candidates for computational materials discovery workflows. Use this skill whenever the user wants to build, explore, or diversify a pool of inorganic structures for DFT screening, high-throughput calculations, machine…
George Carlin BS Detector. Auto-activates on: "BS", "bullshit", "jargon", "marketing speak", "what does this mean", "sounds fake", "corporate speak", "buzzwords", "overpromising", "skeptical about"
Maintain living architecture maps and interaction flows.
Build a catalyst list and event calendar for an asset.
Catchup — Resume Work After Time Away
Gateway skill for research methodology - automatically loads relevant research skills based on task context
Analyze ADR compliance by interpreting the ADR's intent, verifying that implementation and RTD satisfy every decision, and producing a dated gap report with only unresolved items.