Skill2Env

In the author's own words, from each skill's SKILL.md — showing the first 30 of 2398 files.

• 37signals-way

  Build lean, opinionated products using the 37signals philosophy from "Getting Real", "Rework", and "Shape Up". Use when the user mentions "Getting Real", "Rework", "Shape Up", "37signals", "Basecamp method", "six-week cycles", "fixed time variable scope", "appetite vs estimates", "betting table", "breadboarding", "fat marker sketch", "build less", "underdo the competition", "opinionated software"…

  SkillHub/skills/37signals-way/SKILL.md on GitHub (opens in a new tab)

• a-b-test-design

  Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.

  SkillHub/skills/a-b-test-design/SKILL.md on GitHub (opens in a new tab)

• aarrr-metrics

  Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis

  SkillHub/skills/aarrr-metrics/SKILL.md on GitHub (opens in a new tab)

• ab-test-stats

  Calculate A/B test statistical significance. Use when: determining if test results are significant; calculating required sample size; estimating test duration; analyzing conversion experiments; making data-driven decisions

  SkillHub/skills/ab-test-stats/SKILL.md on GitHub (opens in a new tab)

• ab-testing

  When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "gr…

  SkillHub/skills/ab-testing/SKILL.md on GitHub (opens in a new tab)

• academic-cv-builder

  Format CVs for academic positions with publications, grants, and teaching

  SkillHub/skills/academic-cv-builder/SKILL.md on GitHub (opens in a new tab)

• accessibility-audit

  Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.

  SkillHub/skills/accessibility-audit/SKILL.md on GitHub (opens in a new tab)

• accessibility-test-plan

  Create accessibility testing plans covering assistive technologies and WCAG criteria.

  SkillHub/skills/accessibility-test-plan/SKILL.md on GitHub (opens in a new tab)

• account-health

  Assess customer account health using product usage, support sentiment, payment status, and relationship signals

  SkillHub/skills/account-health/SKILL.md on GitHub (opens in a new tab)

• aesthetic-usability

  Apply the Aesthetic-Usability Effect — visually consistent, polished interfaces are perceived as more usable.

  SkillHub/skills/aesthetic-usability/SKILL.md on GitHub (opens in a new tab)

• affinity-diagram

  Organize qualitative research data into an affinity diagram with themes, clusters, and insight statements. Use when synthesizing large amounts of qualitative data from interviews, observations, or surveys.

  SkillHub/skills/affinity-diagram/SKILL.md on GitHub (opens in a new tab)

• agent-evaluation

  Use when testing skills, commands, or agents for quality. Use after creating new skills, before deploying agents, or when debugging inconsistent agent behavior. Triggers on "evaluate", "test quality", "is this skill working", or QA of AI workflows.

  SkillHub/skills/agent-evaluation/SKILL.md on GitHub (opens in a new tab)

• agent-manager

  Employee agent lifecycle management system. Use when working with agents/ directory employee agents - starting, stopping, monitoring, or assigning tasks to Dev/QA agents running in tmux sessions. Completely independent of CAO, uses only tmux + Python.

  SkillHub/skills/agent-manager-skill/SKILL.md on GitHub (opens in a new tab)

• agenttrace-session-audit

  Audit local AI coding-agent sessions with agenttrace. Use when the user asks to inspect Claude Code, Codex CLI, Gemini CLI, Qwen Code, Cline, Aider, Cursor exports, Hermes Agent, OpenCode, OpenClaw, Pi, Oh My Pi, Kimi CLI, Copilot-style logs, or generic JSON/JSONL traces for cost, tokens, tool failures, latency, anomalies, health, diffs, or CI gates.

  SkillHub/skills/agenttrace-session-audit/SKILL.md on GitHub (opens in a new tab)

• ai-analyzer

  AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。

  SkillHub/skills/ai-analyzer/SKILL.md on GitHub (opens in a new tab)

• ai-bot-log-audit

  Use when analyzing server logs to understand how AI crawlers (GPTBot, ClaudeBot, PerplexityBot) interact with your site. Use when optimizing content placement for LLM retrieval, diagnosing why AI search isn't citing your content, or auditing crawl patterns to find optimization gaps.

  SkillHub/skills/ai-bot-log-audit/SKILL.md on GitHub (opens in a new tab)

• ai-storyboard-2x2

  Créez des storyboards visuellement cohérents en utilisant la technique des 2x2 Grid Shots de PJ Ace, garantissant éclairage, personnages et décors uniformes entre les plans. Use when: **Après avoir finalisé un script vidéo** - Transformer le concept en visuels; **Besoin de cohérence visuelle** - Personnages et éclairage constants entre les plans; **Préparer des assets pour animation** - Frames pr…

  SkillHub/skills/ai-storyboard-2x2/SKILL.md on GitHub (opens in a new tab)

• ai-video-prompting

  Générez des prompts optimisés pour chaque modèle de génération vidéo IA (Veo 3, Runway Gen-3, Kling 2.6, Pika), en exploitant leurs forces spécifiques. Use when: **Animer des frames de storyboard** - Transformer des images fixes en vidéo; **Choisir le bon modèle** - Sélectionner Veo, Runway, Kling ou Pika selon le besoin; **Optimiser la qualité de génération** - Prompts structurés pour meilleurs…

  SkillHub/skills/ai-video-prompting/SKILL.md on GitHub (opens in a new tab)

• ai-video-qa

  Validez la qualité de vos vidéos IA avant publication avec une checklist complète couvrant technique, créatif, et positionnement marque. Use when: **Avant publication** - Dernière validation avant mise en ligne; **Revue client** - Préparer les points de feedback anticipés; **Itération qualité** - Identifier les problèmes à corriger; **Go/No-Go decision** - Décider si la vidéo est prête; **Post-mo…

  SkillHub/skills/ai-video-qa/SKILL.md on GitHub (opens in a new tab)

• alpha-insights

  Business Analyst Skill. Triggered when users ask about business analysis, industry research, competitive analysis, product analysis, business model analysis, business opportunity discovery, market entry strategy, investment decisions, strategic planning, due diligence, and other strategic topics. Delivers in-depth, decision-grade HTML research reports through a seven-stage workflow (Briefing → Fr…

  SkillHub/skills/alpha-insights/SKILL.md on GitHub (opens in a new tab)

• alterlab-abm-mesa

  Builds agent-based models of social systems with Mesa 3 — the current AgentSet API (model.agents.shuffle_do('step'), auto-assigned unique_id, mandatory super().__init__(seed=...)), cell spaces (mesa.discrete_space OrthogonalMooreGrid / classic mesa.space grids), the DataCollector, batch_run parameter sweeps, and SolaraViz — for emergence, segregation, diffusion, opinion dynamics, and cooperation…

  SkillHub/skills/alterlab-abm-mesa/SKILL.md on GitHub (opens in a new tab)

• alterlab-academic-career

  Prepares academic career documents and professional-development materials for faculty and researchers. Use when drafting academic CVs, research statements, teaching philosophies, diversity statements, faculty-position cover letters, tenure dossiers, promotion narratives, academic portfolios, or mentorship statements, and when planning conference-networking strategy, building academic web presence…

  SkillHub/skills/alterlab-academic-career/SKILL.md on GitHub (opens in a new tab)

• alterlab-accreditation-aol

  Scaffolds program-level Assurance-of-Learning (AoL) documentation for AACSB (2020 Standard 5) and ABET (Criterion 3 Student Outcomes, Criterion 4 Continuous Improvement) accreditation — program learning outcomes / competency goals, curriculum-to-outcome mapping matrices, direct- and indirect-assessment plans, rubric design, and closing-the-loop continuous-improvement narratives — and validates th…

  SkillHub/skills/alterlab-accreditation-aol/SKILL.md on GitHub (opens in a new tab)

• alterlab-aeon

  Runs time series machine learning with the aeon library — classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search via scikit-learn compatible APIs. Use when working with temporal data, sequential patterns, or time-indexed observations (univariate or multivariate) that need specialized algorithms beyond standard ML approaches. Part of the AlterLa…

  SkillHub/skills/alterlab-aeon/SKILL.md on GitHub (opens in a new tab)

• alterlab-akademik-tesvik

  Computes the annual Turkish academic-incentive (akademik teşvik) score for Devlet (state) university öğretim elemanı (academic staff) from a classified activity list, applying the verified Akademik Teşvik Ödeneği Yönetmeliği (2018/11834) Faaliyet Hesaplama Tablosu headline puanları (Proje 20, Araştırma 15, Yayın 30, Patent 30, Atıf 30, Tebliğ 20, Ödül 20) with the k (author-count), p (Q1 1/Q2 0.8…

  SkillHub/skills/alterlab-akademik-tesvik/SKILL.md on GitHub (opens in a new tab)

• alterlab-alphafold-db

  Access the AlphaFold DB of 200M+ AI-PREDICTED protein structures — retrieve models by UniProt accession, download PDB/mmCIF files, and analyze prediction confidence metrics (pLDDT, PAE). Use when a UniProt ID needs a computationally predicted 3D structure or when no experimental structure exists, for homology modeling, protein engineering, or structure-based drug discovery; for EXPERIMENTALLY det…

  SkillHub/skills/alterlab-alphafold-db/SKILL.md on GitHub (opens in a new tab)

• alterlab-alphafold

  Predict protein 3D structures with AlphaFold2 via ColabFold — MMseqs2-accelerated MSAs, monomer and AlphaFold2-Multimer complex folding, and confidence-based validation (pLDDT, pTM/ipTM, PAE). Use when folding a protein sequence or complex from FASTA, generating a predicted structure with confidence metrics, ranking models, or checking self-consistency of a design. For co-folding a protein WITH a…

  SkillHub/skills/alterlab-alphafold/SKILL.md on GitHub (opens in a new tab)

• alterlab-anndata

  Build, slice, concatenate, read, and write AnnData annotated data matrices (obs, var, X, layers, obsm, uns) — the scverse data STRUCTURE, not an analysis pipeline. Use when creating or wrangling .h5ad/zarr files, managing cell and gene annotations, concatenating batches, or handling layers/obsm/backed-mode; for the QC, normalization, clustering, UMAP, and differential-expression analysis pipeline…

  SkillHub/skills/alterlab-anndata/SKILL.md on GitHub (opens in a new tab)

• alterlab-aperta

  Drives TÜBİTAK Açık Bilim Politikası (Open Science Policy) compliance and deposition into Aperta — TÜBİTAK ULAKBİM's national open archive at aperta.ulakbim.gov.tr — encoding the binding mandates (green-road deposit of the accepted manuscript on acceptance; open access within 6 months for fen/mühendislik (STEM) and 12 months for sosyal/beşeri (SSH); İlke-6 documentation when data must stay closed…

  SkillHub/skills/alterlab-aperta/SKILL.md on GitHub (opens in a new tab)

• alterlab-arboreto

  Infer gene regulatory networks (GRNs) from expression matrices using arboreto's scalable GRNBoost2 and GENIE3 tree-ensemble algorithms with Dask-distributed computation. Use when analyzing bulk or single-cell RNA-seq transcriptomics to map transcription-factor-to-target-gene regulatory interactions, build adjacency networks, or run the GRN-inference step of a SCENIC pipeline on large datasets. Pa…

  SkillHub/skills/alterlab-arboreto/SKILL.md on GitHub (opens in a new tab)

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