Project Context File Generator

Project Context File Generator

Advanced operational skill for project-context-file-generator.

## Activation trigger

Use this skill when the user requests **project context file generator** and needs a high-confidence, decision-ready outcome in **mvp-build**.

## Required inputs

- Product objective and bounded scope.

• Technical constraints (stack, infra, compliance).

• Non-functional requirements (security, latency, reliability).

• Dependencies and integration points.

  Optional inputs

  • Previous outputs from this skill family.
  • Team ownership map and delivery timeline.
  • Explicit constraints for cost, risk, or compliance.

  Files to inspect

  • concept/, templates/, examples/, scripts/ in this skill folder.
  • User-referenced repository files and related modules.
  • Prior artifacts that constrain or inform this decision.

  Execution workflow

  1. Translate product goals into architecture/spec decisions with explicit tradeoffs.

2. Map components, boundaries, data contracts, and failure paths.

3. Define execution slices (MVP-now vs later) and risk controls.

4. Generate implementation-ready artifacts and acceptance criteria.

5. Validate internal consistency across scope, architecture, and delivery plan.

   Generated artifacts

   • outputs/brief.md

• outputs/component-boundaries.md

• outputs/acceptance-criteria.md

  Output contract

  Final response must include:

  • Objective and scope boundaries.
  • Inputs and assumptions used.
  • Analysis and decision rationale.
  • Artifact paths and summary.
  • Validation result and residual risks.
  • Next actions ordered by priority.

  Validation checklist

  • Required sections are complete and non-empty.

• No placeholder content (TODO, TBD, lorem, placeholder).

• Claims are traceable to provided inputs or inspected files.

• Output includes explicit decisions, risks, and next steps.

  Safety / failure rules

  • Pause and ask for clarification if required inputs are missing or contradictory.

• Do not invent metrics, user evidence, or repository facts.

• Do not modify unrelated files or broaden scope silently.

• If high-risk uncertainty remains, return a gated recommendation instead of false precision.

  Example commands

  $project-context-file-generator "Run project context file generator on my current project context"
  python scripts/run.py --input examples/input-example.md
  python scripts/validate.py --file examples/output-example.md
  

  Advanced usage

  • Run in phased mode: discovery -> draft -> validation -> final.
  • Compare two decision branches and include tradeoff table.
  • Enforce stricter gates for production/release-critical use.