TEMPLATE — Replace with one paragraph that describes what this skill builds and
when it should activate. Include trigger keywords,
e.g., "build me a customer profile system".
This text drives skill activation matching across Claude Code, Kiro, and Quick.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# <Skill Name>
## Purpose
1-2 paragraphs on what this skill builds and for whom.
## Knowledge sources
- `shared/reference/architecture.md` — architecture decisions and rationale
- `shared/reference/decision-tree.md` — conditional logic
- `shared/reference/aws-services.md` — service / model catalog
- `shared/reference/constraints.md` — known limits and gotchas
- `shared/patterns/cdk-stacks.md` — full CDK stack source
- `shared/patterns/lambda-handlers.md` — full Lambda handler source
- `shared/patterns/frontend-pages.md` — React + Tailwind + shadcn/ui pages
- `shared/examples/` — industry-specific golden examples
## Workflow
### Phase 1: Discovery (conversational requirements)
List discovery questions the agent asks the user. Skip what is already known.
⛔ **GATE 1**: summarize requirements, await user confirmation.
### Phase 2: Architecture Design
- Apply `shared/reference/decision-tree.md`
- Cost estimate from `shared/reference/aws-services.md`
- Verify regional availability via AWS Knowledge MCP
⛔ **GATE 2**: present design table, await user confirmation.
### Phase 3: Code Generation
Reference `shared/patterns/*` to emit files in this order:
…
The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_3dz2iwbnjn3cerd7
GET https://markdownregistry.com/api/v1/resolve?ref=aws-samples/sample-aws-solutions-skills/example
GET https://markdownregistry.com/api/v1/blob/eec2d6023a7f16d6f477aa1668ccf8fcaddb31fbb22f10046a77a96b48c2be82
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
aws-samples/sample-aws-solutions-skills · data-platform-pipeline-skill/claude-code/skills/data-platform-pipeline/SKILL.md · Build a production-ready serverless data lake pipeline on AWS. Creates S3 storage
(S3 Tables or Hive), Glue Catalog…
aws-samples/sample-aws-solutions-skills · data-platform-pipeline-skill/codex/skills/data-platform-pipeline/SKILL.md · Build a production-ready serverless data lake pipeline on AWS. Creates S3 storage
(S3 Tables or Hive), Glue Catalog…
aws-samples/sample-aws-solutions-skills · data-platform-pipeline-skill/kiro/skills/data-platform-pipeline/SKILL.md · Build a production-ready serverless data lake pipeline on AWS. Creates S3 storage
(S3 Tables or Hive), Glue Catalog…
aws-samples/sample-aws-solutions-skills · db-migration-agent-skill/claude-code/skills/db-migration-agent/SKILL.md · Plan and execute production database migrations to AWS managed services — MySQL, MariaDB,
PostgreSQL, Oracle, SQL…
aws-samples/sample-aws-solutions-skills · db-migration-agent-skill/codex/skills/db-migration-agent/SKILL.md · Plan and execute production database migrations to AWS managed services — MySQL, MariaDB,
PostgreSQL, Oracle, SQL…
aws-samples/sample-aws-solutions-skills · db-migration-agent-skill/kiro/skills/db-migration-agent/SKILL.md · Plan and execute production database migrations to AWS managed services — MySQL, MariaDB,
PostgreSQL, Oracle, SQL…
hashgraph-online/hol-guard · tests/fixtures/good-plugin/skills/example/SKILL.md · An example skill that does things with clear provenance, taxonomy, and metadata for trust scoring.
minimax-ai/mcode-stack · templates/stack-template/skills/example/SKILL.md · Replace with one sentence on what this skill does, then when the agent should use it. The agent decides whether to load…
doodledood/manifest-dev · claude-plugins/PLUGIN_TEMPLATE/skills/example/SKILL.md · Analyzes the current project structure and tech stack. Use when asked to explore, understand, or summarize a project…
eugenelim/agent-ready-repo · packages/agentbundle/tests/build_pipeline/fixtures/packs/user-guide-diataxis/.apm/skills/example/SKILL.md · Example skill in the user-guide-diataxis pack.
eugenelim/agent-ready-repo · packages/agentbundle/tests/build_pipeline/fixtures/packs/core/.apm/skills/example/SKILL.md · Example skill in the core pack.
