Agent skills

Workflow & Productivity skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
11,684 found
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rigorous-reasoningPrevents sycophantic reasoning through checklist-based analysis, categorical integrity, and evidence-following to uncomfortable…majiayu000rigorous-reasoningApplies anti-sycophancy checklist to override agreement bias. Use when analyzing contested claims or avoiding socially convenient…majiayu000risk-checklistGenerate a trade risk checklist and position-sizing guidance.majiayu000bio-workflows-rnaseq-to-deEnd-to-end RNA-seq workflow from FASTQ files to differential expression results. Covers QC, quantification (Salmon or…majiayu000bio-workflows-rnaseq-to-deEnd-to-end RNA-seq workflow from FASTQ files to differential expression results. Covers QC, quantification (Salmon or…majiayu000rock-physics-avoRock physics and AVO analysis workflow from well log preparation through elastic property calculation, fluid substitution, AVO…majiayu000route-contract-draftingPick the right LLM for CONTRACT DRAFTING — generating, redlining, or rewriting contract language from instructions.…lawve-airsil-planRequirements-Synthesis Integration Loop (RSIL). Performs code-level gap analysis and creates remediation plans. Called after…majiayu000run-research-pipelineFull research workflow orchestration from knowledge elicitation to consolidated findings. PROACTIVELY activate for: (1)…majiayu000runtime-loggerEmit info-level logs to file during task execution, similar to logger.info() calls in codemajiayu000sales-call-prepPre-sales-call intelligence composite. Deep dives on the person AND their company before a sales call, then maps findings to your…gooseworks-aiscienceworld-ambiguous-action-resolutionUse when the ScienceWorld environment returns an "Ambiguous request" prompt with a numbered list of identical action options.…zjunlpscienceworld-conditional-focus-executorExecutes a 'focus on OBJ' action on a specific object based on the outcome of a prior conditional evaluation. Use when you have a…zjunlpscienceworld-conditional-placerPlaces an object into one of several designated containers based on a measured condition, such as a temperature threshold. Use…zjunlpscienceworld-container-relocatorMoves an object from inventory to a specified container in a target room. Use when the task requires placing an item into a…zjunlpcontrolled-waitingExecutes timed waiting using 'wait' or 'wait1' actions to advance the simulation clock. Use when a time-dependent process like…zjunlpscienceworld-environment-scannerThis skill performs an initial observation of the current location to identify available objects, containers, and connections to…zjunlpscienceworld-heating-apparatus-setupThis skill positions a container with a substance onto a heating device (stove, oven) and activates the device. It should be…zjunlpscienceworld-instruction-readerReads a recipe or note from the inventory using the 'read' action and extracts key information. Use this skill when you have…zjunlpscienceworld-inventory-focusUse when the agent needs to confirm and prepare a specific inventory item before using it in an experiment or task step. This…zjunlpscienceworld-inventory-managerHandles picking up objects from the environment into the agent's inventory or moving them out to containers. Use this skill when…zjunlpscienceworld-item-fetcherPicks up a specified object from the environment and moves it into the agent's inventory. Use this skill when you identify a…zjunlpscienceworld-mixture-creatorThis skill chemically mixes the contents of a container using the 'mix' action. Use when all required ingredients (e.g., sodium…zjunlpscienceworld-object-focuserThis skill selects and focuses on a specific object to signal task intent or prepare it for manipulation. Use when you have…zjunlpscienceworld-object-placerMoves a specified object from the environment or inventory into a target container based on a classification decision. Use this…zjunlpscienceworld-object-retrieverAcquires a specified object by moving it from the environment into the agent's inventory using 'pick up OBJ'. Use this skill when…zjunlpscienceworld-process-pauserThis skill introduces deliberate pauses in task execution. Use when the agent needs to consider next steps, evaluate intermediate…zjunlpscienceworld-substance-coolerThis skill initiates the cooling of a substance by moving it into a cooling appliance like a freezer. Use when a task requires…zjunlpscienceworld-substance-fetcherLocates and retrieves a target substance or material from a container in the environment. Use this skill when the task requires…zjunlpscienceworld-task-interpreterThis skill parses a user's high-level scientific task in the ScienceWorld environment and extracts the core objective and target…zjunlpscienceworld-task-parserAnalyzes user instructions in ScienceWorld environments to extract specific task requirements and constraints. Use when receiving…zjunlpscienceworld-tool-userUses a tool from inventory on a target object or location to perform a specific environmental interaction, such as digging…zjunlpscienceworld-tool-validatorUse when the agent has acquired a tool or instrument and needs to verify it is operational before first use in a critical task…zjunlpscope-checkAnalyze a feature or sprint for scope creep by comparing current scope against the original plan. Flags additions, quantifies…majiayu000scopeAnalyze project structure, architecture, tech stack, and existing Claude Code configuration. Use when starting the dream-team…majiayu000sculptingBlender sculpting for organic and hard surface detail using Dyntopo, multiresolution, brushes, alpha workflow, wrinkles, and…arjun988search-tipsThis skill should be used when performing web research beyond a simple single search -- looking into topics, comparing options…majiayu000seeing-imagesAugmented vision tools for analyzing images beyond native visual capabilities. Use when tasked with describing images in detail…majiayu000self-improvement-loopsThis skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive…guanyangsequencing-task-dependenciesUse when sequencing task dependencies is required during planning work, especially when the result must be traceable…casioreview20-glitchsession-memoryMandatory memory persistence system across session resets using three markdown surfaces in .claude/cc10x/. Iron law - every…a5c-aiwritesseuratsubclusteringPerforms fine-grained re-clustering on specific subsets of cells (e.g., individual clusters, cell types, or custom subsets).…majiayu000single-cell-clustering-and-batch-correction-with-omicverseGuide Claude through omicverse's single-cell clustering workflow, covering preprocessing, QC, multimethod clustering, topic…FreedomIntelligencesingle-cell-downstream-analysisChecklist-style reference for OmicVerse downstream tutorials covering AUCell scoring, metacell DEG, and related exports.FreedomIntelligencesingle2spatial-spatial-mappingMap scRNA-seq atlases onto spatial transcriptomics slides using omicverse's Single2Spatial workflow for deep-forest training…FreedomIntelligencesketch-prompt-labPrompt iteration workflow for kid-friendly, realistic outputs. Use when tuning prompts, selecting styles, or when outputs look…majiayu000trulens-evaluation-workflowSystematically evaluate your LLM application with TruLensmajiayu000slfgFull autonomous research workflow using swarm mode for parallel executionbrycewang-stanford
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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