The request names no specific product; it asks what to use to mine skill ideas, i.e. analyse work patterns or context and turn them into agent skill proposals. Sources 1 and 7 show skill-creation tooling directly, 5 shows a workflow that extracts preferences from chats into skills, and 3 and 6 show skill-creator guides, so these are the closest fits.
- 1
GitHubgithub.comverified and signed
Its Copilot skill tooling includes make-skill-template for creating Agent Skills from prompts and suggest-awesome-github-copilot-skills, which recommends relevant skills from repository context 1.
official:MCP server · @github/mcp-registrySDK · @github/copilot-sdklibrary · CodeQL: StubCLI · specifyrepository · copilot-engine-sdk+2,577 community tools built for it
for agents: make-skill-template · suggest-awesome-github-copilot-skills · microsoft-skill-creator
- 2
Cursorcursor.comverified and signed
Its workflow-from-chats action extracts durable working preferences from recent chats and converts them into skills, rules, or workflow docs 5.
+176 community tools built for it
for agents: automate-me · create-verification-skill · workflow-from-chats
- 3
Sentry Docssentry.ioverified and signed
Its skill-writer and skill-scanner actions create, synthesize and improve agent skills from a specification, and audit them for security issues 7.
official:MCP server · @sentry/mcp-serverSDK · @sentry/nodelibrary · debugidCLI · sentry-clipackage · @sentry/junior-amplitude+49 community tools built for it
for agents: skill-writer · skill-scanner · sentry-sdk-skill-creator
- 4
Googlegoogle.comverified and signed
Its skill-creator action is a guide for creating effective skills, usable when a user wants to create a new skill 3.
official:MCP server · mcp-securityAPI · Travel Partner APISDK · brotlilibrary · zerocopyCLI · googletest+1,236 community tools built for it
for agents: skill-creator · agent-platform-skill-registry · list_skills
Sources
- 1GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 3Googlegoogle.com · read just now
- 5AI Coding Agent for Building Ambitious Software | Cursorcursor.com · read 2026-10-29
- 6Supabase | The Postgres Development Platformsupabase.com · read 2026-10-29
- 7Sentry Docs | Application Performance Monitoring & Error Tracking Softwaredocs.sentry.io · read 2026-10-29
For agents: the 10 actions behind this answer
make-skill-template · make-skill-template verified and signed
Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory struct
create-skill · create-skill verified and signed
Scaffolds new agent skills for the dotnet/skills repository. Use when creating a new skill, generating SKILL.md files, writing a skill description that the runtime will actually route to, or setting up skill directory structures. Handles frontmatter generation, section templates, and validation guid
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 Gemini CLI's capabilities with specialized knowledge, workflows, or tool integrations.
mongodb-natural-language-querying · mongodb-natural-language-querying verified and signed
Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter/query/aggregate data in MongoDB, asks "how do I query..
automate-me · automate-me verified and signed
Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via create-skill + unslop, optionally pulling fresh evidence from recent transcripts.
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-writer · skill-writer verified and signed
Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Use when asked to "create a skill", "write a skill", "synthesize sources into a skill", "improve a skill from positive/negative examples", "update a skill", or "maintain skill docs and registration". H
search-for-service · search-for-service verified and signed
Search and browse the x402 bazaar marketplace for paid API services. Use when you or the user want to find available services, see what's available, discover APIs, or need an external service to accomplish a task. Also use as a fallback when no other skill clearly matches — search the bazaar to see
figma-use-figjam · figma-use-figjam verified and signed
This skill helps agents use Figma's use_figma MCP tool in the FigJam context. Can be used alongside figma-use which has foundational context for using the use_figma tool.
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.
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.