7 Best Claude Skills for Documentation
Use Claude skills to verify code examples and create accurate READMEs, API docs, runbooks, onboarding guides, ADRs, and diagrams.
The strongest Claude documentation stack pairs a document writer with code-example-verifier. Use readme-generator for repository entry points, openapi-doc-writer for executable HTTP contracts, runbook-writer for operations, onboarding-guide-writer for new contributors, adr-writer for decisions, and architecture-diagram-generator for system relationships.
Key takeaways
- Ground documentation in repository evidence, executed commands, schemas, and configuration—not plausible prose.
- Use code-example-verifier after generation to test snippets in the documented environment.
- Choose the artifact by audience: users need READMEs, clients need API contracts, operators need runbooks, and maintainers need ADRs.
- Mark examples that cannot be executed and explain what evidence was checked instead.
- Keep diagrams close to source and validate that nodes and edges match the current system.
The best Claude documentation skills are artifact-specific and evidence-driven. A README, API contract, incident runbook, onboarding path, architecture decision, and system diagram have different readers and truth sources. Pair the relevant writer with a verification skill instead of asking for “complete docs” in one pass.
| Skill | Best for | Primary evidence | Main artifact |
|---|---|---|---|
| code-example-verifier | Checking snippets | Runtime, build, and output | Verification report |
| readme-generator | Project entry point | Repo scripts and config | README |
| openapi-doc-writer | HTTP interfaces | Routes, schemas, tests | OpenAPI document |
| runbook-writer | Operational procedures | Monitoring and commands | Runbook |
| onboarding-guide-writer | New contributors | Setup and contribution flow | Onboarding guide |
| adr-writer | Architecture decisions | Constraints and alternatives | ADR |
| architecture-diagram-generator | System relationships | Components and data flow | Diagram source |
1. code-example-verifier: test what readers will copy
code-example-verifier discovers fenced code blocks and inline commands, classifies their language and execution requirements, builds the smallest safe harness, and compares actual behavior with the surrounding claims. It reports each example as verified, failed, statically checked, or blocked.
It refuses unsafe or stateful execution by default. Examples that require production access, destructive commands, real credentials, paid resources, or unavailable platforms remain clearly marked instead of being called “verified.”
2. readme-generator: create the project front door
readme-generator derives installation, development, testing, build, configuration, and usage instructions from the repository. It prioritizes the shortest successful path for the intended user and avoids documenting scripts or environment variables that do not exist.
3. openapi-doc-writer: document HTTP behavior precisely
openapi-doc-writer turns routes, validation schemas, authentication, handlers, and tests into an OpenAPI contract. It covers success and error responses, reusable schemas, parameters, examples, and security requirements, then validates the document with available tooling.
4. runbook-writer: make operations executable
runbook-writer organizes a procedure around trigger, impact, prerequisites, diagnosis, mitigation, rollback, escalation, and verification. Commands include environment and expected result so an operator can decide whether to continue.
Runbooks should use placeholders for secrets and avoid irreversible steps without a visible approval boundary.
5. onboarding-guide-writer: shorten the first contribution
onboarding-guide-writer maps prerequisites, access, local setup, architecture orientation, common commands, debugging, contribution flow, and known traps. Its success criterion is a new contributor reaching a small verified change—not merely installing dependencies.
6. adr-writer: preserve decision context
adr-writer records status, context, decision drivers, considered options, chosen decision, consequences, and follow-up. It separates known constraints from opinion and captures rejected alternatives without turning the document into a retrospective justification.
7. architecture-diagram-generator: show relationships
architecture-diagram-generator creates maintainable diagram source—such as Mermaid—from verified components, boundaries, data stores, external systems, and flows. A focused diagram should answer one question and use a legend where trust or deployment boundaries matter.
Recommended documentation workflow
Choose one writer for the audience, then verify its claims. For a new repository, combine readme-generator and code-example-verifier. For a service, add openapi-doc-writer and runbook-writer. For a significant technical change, add an ADR and a focused architecture diagram.
npx agentscamp add skills/readme-generator
npx agentscamp add skills/code-example-verifier
npx agentscamp add skills/openapi-doc-writerA useful completion report lists changed files, evidence consulted, commands executed, examples that passed, and anything left unverified. That makes the documentation auditable and gives maintainers a precise follow-up list.
Frequently asked questions
- What is the best Claude skill for writing documentation?
- Choose by artifact. readme-generator is best for repository entry points, openapi-doc-writer for HTTP APIs, runbook-writer for operations, onboarding-guide-writer for contributors, and adr-writer for architecture decisions.
- How can I stop Claude from inventing documentation?
- Require citations to files, commands, schemas, and tests; label unresolved assumptions; and run code-example-verifier on every executable block. A missing fact should become a question or TODO, not a confident claim.
- Can code-example-verifier execute every documentation snippet?
- No. Some examples need credentials, paid services, production data, unsupported platforms, or destructive actions. The skill classifies those cases, performs safe static checks where possible, and reports the unverified boundary.
- Should generated docs be committed automatically?
- Documentation file edits are usually reviewable, but commits and pushes should remain explicit. Inspect accuracy, generated diffs, links, and verification results before publishing.
Related
- The Best Claude Skills to Install in 2026A skills-only tour of the AgentsCamp library — the Claude Code skills that earn a permanent slot, organized by the job they do.
- Code Example VerifierVerify documentation code examples against the current repository and toolchain, then fix snippets, imports, commands, and expected output without changing the documented intent. Use when docs examples may be stale, an SDK or API changed, users report copy-paste failures, or before publishing tutorials, READMEs, migration guides, and release documentation.
- Readme GeneratorGenerate or refresh a project README grounded in the actual repository. Use when a project has no README, a stale one, or you want install/usage/scripts/structure sections that match the real code.
- OpenAPI Doc WriterProduce and maintain OpenAPI documentation for an HTTP API. Use when documenting endpoints, request/response schemas, or generating API reference docs.
- Runbook WriterWrite an operational runbook a half-asleep on-call engineer can execute at 3am — scoped to ONE alert, leading with how to confirm the problem, the copy-pasteable mitigation that stops user pain, then diagnosis, escalation, and verification. Use when an alert has no documented response, after an incident exposed a missing procedure, or when standing up on-call for a service.
- Adr WriterWrite an Architecture Decision Record capturing a decision the user describes, in Michael Nygard ADR format (Status, Context, Decision, Consequences) with an added Considered Alternatives section. Use when recording a significant architectural or technology choice.