The request is only the placeholder "skill-name" with "what to use", so there is no specific skill or task to match. The candidates below are products whose sources show an agent skill or skill-related workflow; Docker 111 and Anthropic 717 show skill authoring and build-related skills, while Supabase 212, LangChain 313, Pulumi 616 and Algolia 1020 each expose skill catalogues or skill guidance.
A question back: Which skill or task do you need? Please name the skill (for example, a Docker build, a database, or an agent-building task) so the answer can be narrowed to the right product.
- 1
Dockerdocker.comverified and signed
Provides agent skills for Dockerfile writing and optimization (docker-build-strategies) and Docker Sandboxes kit authoring (docker-sandboxes-kits) 11.
official:SDK · dockerCLI · dockerskill · dsql+188 community tools built for it
for agents: docker-build-strategies · docker-sandboxes-kits · docker-project-foundations
- 2
- 3
LangChainlangchain.comverified and signed
Provides Deep Agents skills for orchestration with subagents and planning, and for memory and filesystem persistence (deep-agents-orchestration, deep-agents-memory) 13.
+160 community tools built for it
for agents: skill-creator · deep-agents-orchestration · deep-agents-memory
- 4
Pulumipulumi.comverified and signed
Provides skills for converting CloudFormation and Azure ARM templates to Pulumi programs and for running Pulumi programmatically via the Automation API 16.
+4 community tools built for it
for agents: cloudformation-to-pulumi · pulumi-automation-api · pulumi-arm-to-pulumi
- 5
Algoliaalgolia.comfound in code, not yet checked
Exposes an Algolia implementation skill catalogue, with tools to list skills, fetch one skill's guidance, and fetch its reference documents 20.
+7 community tools built for it
for agents: get_skill · list_skills · get_reference
Sources
- 1Docker | Secure Sandboxes for AI Agentsdocker.com · read 2026-10-29
- 2Supabase | The Postgres Development Platformsupabase.com · read 2026-10-29
- 3LangChain: the open agent platform to own your intelligencelangchain.com · read 2026-10-29
- 6The infrastructure as code platform for the AI era – Pulumipulumi.com · read 2026-10-29
- 7Home \ Anthropicanthropic.com · read 2026-10-29
- 10The AI search and retrieval platform - Agentic | Generative | Searchalgolia.com · read 2026-10-29
- 11docker-build-strategies: declares "docker-build-strategies" (the record we read and signed)unfragile.ai · read 2026-10-24
- 12skill-creator: declares "skill-creator" (the record we read and signed)unfragile.ai · read 2026-10-24
- 13skill-creator: declares "skill-creator" (the record we read and signed)unfragile.ai · read 2026-10-24
- 16cloudformation-to-pulumi: declares "cloudformation-to-pulumi" (the record we read and signed)unfragile.ai · read 2026-10-24
- 17skill-creator: declares "skill-creator" (the record we read and signed)unfragile.ai · read 2026-10-24
- 20implementation-skills: declares "get_skill" (the record we read)github.com · read 2026-10-24
For agents: the 10 actions behind this answer
docker-build-strategies · docker-build-strategies verified and signed
Use this skill when writing, reviewing, or optimizing Dockerfiles, even if the user just says their image is too large, their build is slow, or they need to harden a container for production. Covers multi-stage builds, layer caching, .dockerignore, non-root users, and image size optimization.
skill-creator · skill-creator verified and signed
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.
skill-creator · skill-creator verified and signed
Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, or tool integrations. Use this skill when the user asks to: (1) create a new skill, (2) make a skill, (3) build a skill, (4) set up a skill, (5) initialize a skill, (6) scaffold a skill, (7) upd
· Playwright website read, tools not yet checked
Web automation and testing for apps, scripts, and AI agents
agent-experience · agent-experience verified and signed
Audit the developer experience of a product, SDK, docs site, or SKILL.md by dropping multiple Claude subagents at it with only a tiny task prompt and real tools (WebFetch, Bash, Write). Agents must discover the docs themselves, install deps, ask for credentials if needed, and attempt real execution.
cloudformation-to-pulumi · cloudformation-to-pulumi verified and signed
Convert, migrate, or import AWS CloudFormation stacks or templates into Pulumi programs. Load this skill whenever a user wants to move from CloudFormation to Pulumi, convert a CFN template, import existing CloudFormation-managed resources into Pulumi, or asks about CloudFormation-to-Pulumi migration
skill-creator · skill-creator verified and signed
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.
huggingface-datasets · huggingface-datasets verified and signed
Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.
figma-use · figma-use verified and signed
**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Skipping it causes common, hard-to-debug failures. Trigger whenever the user wants to perform a write action or a unique read action that requ
deep-agents-core · deep-agents-core verified and signed
INVOKE THIS SKILL when building ANY Deep Agents application. Covers create_deep_agent(), harness architecture, SKILL.md format, and configuration options.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.