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Task breakdown

399 rows, by stacks then stars

226 of these skill files have been read, by 221 distinct authors, and what they tell an agent counted. What Task breakdown authors agree on, and what they forbid

  • Log fold change shrinkage estimation

    HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/log-fold-change-shrinkage-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Monte carlo p value estimation adaptive

    HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/monte-carlo-p-value-estimation-adaptive Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Overdispersion estimation validation

    HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/overdispersion-estimation-validation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Blank sample background interference estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/blank-sample-background-interference-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Concentration matrix estimation gc ms

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/concentration-matrix-estimation-gc-ms Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Scalability extrapolation and throughput estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/gc-ms/skills/scalability-extrapolation-and-throughput-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Baseline and noise level estimation from quartile statistics

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/baseline-and-noise-level-estimation-from-quartile-statistics Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Collision cross section bias estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/collision-cross-section-bias-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Baseline and noise level estimation from quartile statistics

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/baseline-and-noise-level-estimation-from-quartile-statistics Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Baseline noise estimation chromatogram

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/baseline-noise-estimation-chromatogram Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Blank sample background interference estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/blank-sample-background-interference-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Box cox transformation parameter estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/box-cox-transformation-parameter-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Connected component decomposition in mass spectrometry

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/connected-component-decomposition-in-mass-spectrometry Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolite set decomposition plage

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/metabolite-set-decomposition-plage Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Ms dial peak character estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/ms-dial-peak-character-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Multiplexed spectrum decomposition

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/multiplexed-spectrum-decomposition Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Pathway activity decomposition via plage

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pathway-activity-decomposition-via-plage Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Pathway activity decomposition via svd

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/pathway-activity-decomposition-via-svd Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Permutation test p value estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/permutation-test-p-value-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Scalability extrapolation and throughput estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/scalability-extrapolation-and-throughput-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Singular value decomposition metabolomics

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/singular-value-decomposition-metabolomics Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Statistical significance estimation mass spectrometry

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/statistical-significance-estimation-mass-spectrometry Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Uncertainty estimation across models

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/uncertainty-estimation-across-models Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Variance estimation within and between groups

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/variance-estimation-within-and-between-groups Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Chromatographic baseline estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/chromatographic-baseline-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • False discovery rate estimation untargeted

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/false-discovery-rate-estimation-untargeted Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Peak border center estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-border-center-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Singular value decomposition pathway analysis

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/singular-value-decomposition-pathway-analysis Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Tic peak boundary estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/tic-peak-boundary-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Xcms parameter estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/xcms-parameter-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Metabolite detection frequency estimation

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/metabolite-detection-frequency-estimation Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Noise estimation snr thresholding

    HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/noise-estimation-snr-thresholding Skill

    15★ repo

    Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

  • Dev buddy decompose

    Z-M-Huang/vcp/plugins/dev-buddy/skills/dev-buddy-decompose Skill

    14★ repo

    Vibe Coding Protocal - Security-first protocol for AI-generated code, multiple standards with real-time enforcement and multi-AI pipeline orchestration

  • Chain estimation decision storytelling

    onfire7777/universal-ai-skills-library/skills/chain-estimation-decision-storytelling Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Decomposition planning roadmap

    onfire7777/universal-ai-skills-library/skills/decomposition-planning-roadmap Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Decomposition reconstruction

    onfire7777/universal-ai-skills-library/skills/decomposition-reconstruction Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Estimation fermi

    onfire7777/universal-ai-skills-library/skills/estimation-fermi Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Thinking fermi estimation

    onfire7777/universal-ai-skills-library/skills/thinking-fermi-estimation Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Tlc spec driven

    onfire7777/universal-ai-skills-library/skills/tlc-spec-driven Skill

    14★ repo

    Router-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.

  • Planning and task breakdown

    kevinnft/ai-agent-skills/skills/addyosmani/planning-and-task-breakdown Skill

    13★ repo

    191 attribution-first agent skills for Hermes Agent, Claude Code, Cursor — one installer, 28 categories, searchable catalog. See NOTICE for upstream attribution.

  • Bio tumor fraction estimation

    FridrichMethod/awesome-skills/skills/bio-tumor-fraction-estimation Skill

    no license13★ repo

    Curated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.

  • Conservation genetics

    FridrichMethod/awesome-skills/skills/conservation-genetics Skill

    no license13★ repo

    Curated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.

  • Tumor fraction estimation

    FridrichMethod/awesome-skills/skills/tumor-fraction-estimation Skill

    no license13★ repo

    Curated, auto-synced collection of 2,000+ Claude Code & Codex skills for AI4Protein, bioinformatics, AI development, and academic paper writing. One curl command installs them all.

  • Resource estimation

    tinh2/skills-hub-registry/analysis/resource-estimation Skill

    no license12★ repo

    Open registry of community-contributed AI coding skills (SKILL.md files) — daily-synced to skills-hub.ai. Install across Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool with one command.

  • Cortivex task decomposition

    AhmedRaoofuddin/Cortivex/.agents/skills/cortivex-task-decomposition Skill

    no license11★ repo

    AI agent pipeline orchestration for Claude Code. Deploy specialized agents in coordinated pipelines with self-learning capabilities, mesh coordination, Raft consensus, CRDT knowledge graphs, and pipeline debugging. 15 production-grade skills with reasoning protocols, 20+ agent types, 15 ready-to-run templates. Zero infrastructure.

  • Estimation patterns

    wpank/ai/skills/meta/estimation-patterns Skill

    no license11★ repo

    A curated collection of 115 skills, 16 agents, and 48 commands for Claude Code and Cursor.

  • Issue decomposition

    troykelly/claude-skills/skills/issue-decomposition Skill

    no license11★ repo

    Opinionated GitHub-native development workflow with 28 skills for autonomous, issue-driven software development with Claude Code

  • Speccrew fd feature analyze

    charlesmu99/speccrew/.speccrew/skills/speccrew-fd-feature-analyze Skill

    11★ repo

    SpecCrew - An AI-driven software engineering framework that embeds a virtual AI development team into your projects. Supports specification-driven development (SDD) with PRD → Feature Design → System Design → Develop → System Test workflow.

  • Progressive estimation

    sinhoneyy/master-skills/plugins/master-skills-ai-agent-builder/skills/progressive-estimation Skill

    no license10★ repo

    Unified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains

  • Progressive estimation

    sinhoneyy/master-skills/skills/progressive-estimation Skill

    no license10★ repo

    Unified skill library for Claude, Codex, Cursor, Antigravity & AI agents — 2,658 skills across 15 domains

  • Context aware task decomposition

    ChrisLamDev/hermes-core-skills/skills/context-aware-task-decomposition Skill

    10★ repo

    25 executable AI agent skills for debugging, planning, token efficiency, and security

  • Task estimation

    autohandai/community-skills/task-estimation Skill

    10★ repo

    A collection of curated, useful, and safe skills for Autohand Code CLI Agent

  • Planning and task breakdown

    mouadja02/skills/skills/coding/planning-and-task-breakdown Skill

    no license9★ repo

    A curated collection of agent skills for your AI agents - engineering craft, prompt engineering, design, growth marketing, ...

  • Think fermi estimation

    product-on-purpose/thinking-framework-skills/skills/think-fermi-estimation Skill

    9★ repo

    Evidence-graded, agent-executable thinking-method skills - 56 frameworks reduced to their working mechanism, honestly graded, and producing a concrete artifact. 56 frameworks + 4 tools + 9 recipes for Claude Code, Codex, and other AI agents. Advanced (Gold) tier.

  • Task list

    JordanGunn/nunchuck/skills/task/task-list Skill

    9★ repo

    [DEPRECATED] Nunchuck skills, bow hunting skills, agent skills...

  • Implementation planner

    pantheon-org/tekhne/skills/project-mgmt/planning-toolkit/implementation-planner Skill

    9★ repo

    Agents Skills

  • Project manager

    nelson820125/iforgeai/copilot/skills/project-manager Skill

    8★ repo

    13 specialized AI agents — PM, Architect, DBA, UI Designer, Project Manager, Frontend, .NET, QA, DevOps, Planner, Java, Python, DigitalTeam(coordinator) — forming a structured software delivery team with defined handoffs, gate reviews, and workflow. supports Github Copilot, Claude Code, OpenAI Codex CLI and Trae.

  • Planning and task breakdown

    hamza-ali-shahjahan/hamzaish/factory/skills/planning-and-task-breakdown Skill

    8★ repo

    Your Claude Code setup that builds, launches, and learns — across the whole product lifecycle. Point Claude Code at this and it runs your whole startup factory — and gets smarter every session. Works with Cursor, Codex & Windsurf too.

  • Huawei cloud cost estimation

    ontology-of-everything/SemanticSkills/skills/huawei-cloud-cost-estimation Skill

    8★ repo

    Semantic agent skills for cloud operations — open SKILL.md packages for Claude Code, Cursor, Codex CLI. Includes huawei-cloud-billing-scout (read-only BSS/KooCLI billing).

  • Goal decomposition

    rhowardstone/Claude-Code-Scientist/.claude/skills/goal-decomposition Skill

    7★ repo

    Transform Claude Code into a semi-autonomous, self-improving scientific researcher. Literature review, data acquisition, experimentation, synthesis, peer review