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SKILL verified MIT Self-run

04 Spec

skill-ai-driven-dev-framework-04-spec · by ai-driven-dev

Generate or refine a project spec from a free-form human request, an existing PRD, or reviewer findings. Use when the user says "draft spec", "spec for X", "refine the spec", "generate spec from prd", "/spec", or when an orchestrator needs a normalized contract before planning. Do NOT use for writing source code, drafting a full PRD, or modifying a validated and locked spec.

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Install

$ agentstack add skill-ai-driven-dev-framework-04-spec

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Spec

Generates or refines the immutable contract between human intent and downstream agents.

Available actions

| # | Action | Role | Input | | --- | --------- | ----------------------------------------------------------------- | -------------------------------------- | | 01 | build | Create a fresh spec from a free-form request or an existing PRD | request or prdpath, featurename | | 02 | refine | Rewrite an existing spec to address reviewer findings | existing_spec, findings |

Default flow

Non-sequential. The router dispatches based on inputs:

  • existing_spec and findings present -> refine
  • request or prd_path present -> build

Transversal rules

  • Never invent missing information. Mark every gap as TBD: instead of guessing.
  • If the request is too vague to draft a useful spec, return early and ask the user to brainstorm the request first; do not fabricate intent.
  • Never modify a spec that has been validated and locked.
  • The spec is the contract; it is immutable once validated.
  • Keep the spec readable: clear section headers, bulleted criteria, explicit non-goals.
  • Never include implementation detail (libraries, patterns, file layout); those belong to the plan.
  • Do not self-validate. The caller spawns a reviewer with @assets/spec-validator.yml; findings come back through the refine action for the next iteration.

References

  • None.

Assets

  • @assets/spec-template.md: canonical structure of a spec.
  • @assets/spec-validator.yml: checklist used by the reviewer to validate a spec.

External data

  • None.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.