The request is for a developer-education strategy, which is a strategy task rather than a named product, so no single product is the answer. The sources most relevant to developer education are GitHub, which hosts a developer platform and an ecosystem skill for developer-led adoption 1, and Sentry, which offers SDK setup guides and agent-driven onboarding documentation 4. Shopify's developer docs also provide onboarding and getting-started material for building on its platform 9. Note that
A question back: Who is the target audience for the developer education (e.g. students, professional developers, or developers learning a specific platform), and which platform or technology should it cover?
- 1
GitHubgithub.comverified and signed
A developer platform with an indexed skill for building and scaling developer-led adoption through ecosystem programs, relevant to designing developer education 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: gtm-developer-ecosystem · eval-driven-dev · gtm-positioning-strategy
- 2
Sentrysentry.ioverified and signed
Provides step-by-step platform guides and a one-command agent setup that teach developers to install and configure its SDK, a model for hands-on developer onboarding 4.
official:MCP server · @sentry/mcp-serverSDK · @sentry/nodelibrary · debugidCLI · sentry-clipackage · @sentry/junior-amplitude+49 community tools built for it
for agents: sentry · xcodebuildmcp · sentry-sdk-skill-creator
- 3
Shopify Dev Docsshopify.devverified and signed
Offers onboarding guides for building apps, themes and storefronts, plus a getting-started skill for new developers 9.
official:MCP server · @shopify/dev-mcpSDK · @shopify/admin-api-clientCLI · toxiproxypackage · @shopify/ucp-clirepository · ucp-proxy+137 community tools built for it
for agents: shopify-dev · shopify-onboarding-dev · shopify-ai-toolkit
Sources
- 1GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 4Sentry Docs | Application Performance Monitoring & Error Tracking Softwaredocs.sentry.io · read 2026-10-29
- 9Shopify Dev Docsshopify.dev · read 2026-10-29
For agents: the 10 actions behind this answer
gtm-developer-ecosystem · gtm-developer-ecosystem verified and signed
Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.
azure-sql-developer · azure-sql-developer verified and signed
Agent skills for Azure SQL Developer, the Azure SQL Database engine running locally in a container. Teaches your agent to run the engine, connect, migrate, scaffold, build RAG, wire CI, and go local-to-cloud, using the real Private Preview image instead of the SQL Server image.
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.
sentry · sentry verified and signed
Sentry error monitoring integration. Access error reports, analyze stack traces, search issues by fingerprint, and debug production errors directly from your development environment.
coordinating-multi-space-devops-agent · coordinating-multi-space-devops-agent verified and signed
Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space (prod vs staging vs knowledge), query several spaces in parallel and synthesize, or compare findings across accounts. Use whenever the user has more than one AgentSpace confi
typehinting · typing verified and signed
application-development · CodeLlama-70B-Instruct verified and signed
Task: Application Development
error_troubleshooting · azure-dev found in code, not yet checked
shopify-dev · shopify-dev verified and signed
Search Shopify developer documentation across all APIs. Use only when no API-specific skill applies.
snowflake-cortex-code · snowflake-cortex-code verified and signed
Automatically route Snowflake prompts from Claude Code to Cortex Code for execution. Provides slash commands for code review and task delegation, plus skills for routing, run, and setup.
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.