Documentation

Docs, README files, API references, tutorials, specs, and changelogs

skills in category: 16,001
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Showing 8,377–8,400 of 16,001 skills

Mcp BuilderA--> --- name: 'mcp-builder' description: 'Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command ---documentationtypescriptpythonVotes: 0GitHub stars: 6
Changelog GeneratorA--> --- name: 'changelog-generator' description: 'Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- This skill transforms technical...documentationgoshellVotes: 0GitHub stars: 6
Scvi ToolsA--> --- name: scvi-tools description: Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq multi-modal analysis with totalVI, (4) multiome RNA+ATAC analysis with MultiVI, (5) spatial transcriptomics deconvolution with DestVI, (6) label transfer and reference mapping with scANVI/scArches, (7) RNA velocity with veloVI, or (8) any deep learning...documentationpythonshellVotes: 0GitHub stars: 6
Clinical Trial ProtocolA--> --- name: clinical-trial-protocol-skill description: Generate clinical trial protocols for medical devices or drugs. This skill should be used when users say "Create a clinical trial protocol", "Generate protocol for [device/drug]", "Help me design a clinical study", "Research similar trials for [intervention]", or when developing FDA submission documentation for investigational products. measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-...documentationpythonshellVotes: 0GitHub stars: 6
Skill CreatorA--> ---name: skill-creator description: Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations. metadata: short-description: Create or update a skill keywords: - skill-creator - automation - biomedical measurable_outcome: execute task with >95% success rate. allowed-tools: - read_file - run_shell_command ---" This skill provi...documentationpythongoVotes: 0GitHub stars: 6
Notion Knowledge CaptureA--> ---name: notion-knowledge-capture description: Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking. metadata: short-description: Capture conversations into structured Notion pages keywords: - notion-knowledge-capture - automation - biomedical measurable_outcome: execute task with >95% success rate. allowed-tools: - read_file - run_shell_command ---" Convert conversations and notes...documentationshelldatabaseVotes: 0GitHub stars: 6
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Skill CreatorA--> --- name: 'skill-creator' description: 'Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude''s capabilities with specialized knowledge, workflows, or tool integrations.' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command --- This skill provides guidance for creating effective skills.documentationpythongoVotes: 0GitHub stars: 6
Mcp BuilderA--> --- name: 'mcp-builder' description: 'Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command ---documentationtypescriptpythonVotes: 0GitHub stars: 6
Doc CoauthoringA--> --- name: 'doc-coauthoring' description: 'Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.' measurable_outcome: E...documentationrustgoVotes: 0GitHub stars: 6
Algorithmic ArtA--> --- name: 'algorithmic-art' description: 'Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists'' work to avoid copyright violations.' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - ru...documentationjavascriptrustVotes: 0GitHub stars: 6
Ggplot2 FundamentalsA--> --- name: bio-data-visualization-ggplot2-fundamentals description: Create publication-quality scientific figures with ggplot2 including scatter plots, boxplots, heatmaps, and multi-panel layouts. Use when creating static figures for papers, presentations, or reports in R. tool_type: r primary_tool: ggplot2 measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools: - read_file - run_shell_command ---documentationgoshellVotes: 0GitHub stars: 6
GitagentProtocol AgentA-->  --- name: 'gitagent-protocol' description: 'Use GitAgent Protocol to define, inspect, and package framework-agnostic, git-native AI agent specifications for repository-based agent workflows.' measurable_outcome: 'Execute skill workflow successfully with valid output within 15 minutes.' allowed-tools: - read_file - run_shell_command - web_fetch ---documentationrustgoVotes: 0GitHub stars: 6
Skill CreatorACreate, edit, improve, or audit AgentSkills. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory (moving files to references/ or scripts/, removing stale content, validating against the AgentSkills spec). Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "a...documentationpythongoVotes: 0GitHub stars: 110
Lwc Imperative ApexACall Apex methods imperatively from LWC — on button click, lifecycle hooks, or conditional logic. Covers import syntax, cacheable vs non-cacheable, async/await patterns, error handling, loading states, and Promise.all. NOT for wire service (use wire-service-patterns) and NOT for testing Apex mocks (use lwc-testing).documentationgoreactVotes: 0GitHub stars: 3
Flow Invocable From ApexAAuthor @InvocableMethod Apex classes that Flow can call as Actions. Design the input / output variable contract, bulk semantics (one list in, one list out), null handling, and error surfacing. Also covers the inverse direction: calling a flow from Apex via Flow.Interview. NOT for general Apex authoring (use apex-service-selector-domain). NOT for REST-exposed Apex (use apex-rest-resource-patterns).documentationgospringVotes: 0GitHub stars: 3
User Access PoliciesAConfiguring User Access Policies (UAP) to automatically assign or revoke permission sets and permission set groups based on user attributes. Use when automating permission provisioning on user create/update without Apex triggers. Covers policy configuration, filter criteria, evaluation order, and PSL assignment. NOT for permission set design (use permission-set-architecture). NOT for delegated user management (use delegated-administration).documentationgospringVotes: 0GitHub stars: 3
Dynamic Forms And ActionsAUse this skill to configure Dynamic Forms (field and section visibility on Lightning record pages) and Dynamic Actions (button/action visibility rules) using Lightning App Builder. Covers enabling Dynamic Forms, converting page layout fields to Dynamic Form components, writing field visibility rules (field value, profile, permission, record type, device), and controlling action bar visibility per record context. NOT for page layout design or record type assignment (use record-types-and-page-l...documentationgospringVotes: 0GitHub stars: 3
Clinical Data RequirementsAUse this skill when defining clinical data model requirements for Health Cloud: HL7/FHIR data mapping, interoperability requirements, FHIR R4-aligned object activation, CodeableConcept constraints, and middleware translation requirements. NOT for data migration procedures, Apex integration code, or generic data architecture unrelated to clinical interoperability.documentationgospringVotes: 0GitHub stars: 3
Agent Output FormatsAConvert the canonical markdown+JSON deliverable of any SfSkills runtime agent into Excel, PDF, CSV, Notion card, ServiceNow ticket, or similar downstream format WITHOUT polluting the consumer's project with new dependencies or regenerating from the agent's source logic. NOT for authoring new agent output formats (use DELIVERABLE_CONTRACT.md). NOT for data-export SOQL (use bulk-api-2-patterns).documentationpythongoVotes: 0GitHub stars: 3
ContributionsAWrite or review NPA contributions, including workbench agent changes, using the repository's readability, documentation, and anti-pattern rules.documentationpythonexpressVotes: 0GitHub stars: 33
Sci RdkitACheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms. Use when you need help with rdkit.documentationpythongoVotes: 0GitHub stars: 8
Sci PysamAGenomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines. Use when you need help with pysam.documentationpythonbashVotes: 0GitHub stars: 8
Sci Polars BioAHigh-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames. Overlap, nearest, merge, coverage, complement, subtract for BED/VCF/BAM/GFF intervals. Streaming, cloud-native, faster bioframe alternative. Use when you need help with polars bio.documentationpythonbashVotes: 0GitHub stars: 8
Sci BidsB>. Use when you need help with bids.documentationpythongoVotes: 0GitHub stars: 8