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jon-devlapazjon-devlapaz/agentic-se-skills/.agents/skills/requirements-distiller/SKILL.md

requirements-distiller

Skill7 starsChanged 6 months agoMITView on GitHub

Use when turning ambiguous requests, source material, CONOPS notes, or stakeholder intent into singular, testable, traceable requirements.

The file

We split this skill into the rules it gives an agent

6 rules. About 0 are common, 5 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈5

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Use this skill to turn messy intent into testable obligations without smuggling in design.

    line 8
  2. Distinctive:

    Do not convert goals or objectives into requirements until the obligation is specific, necessary, and testable.

    line 13
  3. Distinctive:

    Write each requirement as one obligation with stable subject, required behavior, boundary/condition, and acceptance signal.

    line 14
  4. Distinctive:

    Keep implementation choices deferred unless the user or source makes them constraints.

    line 15
  5. Distinctive:

    Add owner/approver, trace source, rationale, acceptance criteria, verification method, and evidence artifact for each requirement.

    line 16
  6. Very specific:

    Start with references/source-grounding.md, then inspect Section 4.2 pages extraction/pages/page_064.md through extraction/pages/page_068.md …

    line 23

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Requirements Distiller

Use this skill to turn messy intent into testable obligations without smuggling in design.

Workflow

  1. Classify input into: broad goals, measurable objectives, requirements, constraints, assumptions, implementation choices, and open questions.
  2. Do not convert goals or objectives into requirements until the obligation is specific, necessary, and testable.
  3. Write each requirement as one obligation with stable subject, required behavior, boundary/condition, and acceptance signal.
  4. Keep implementation choices deferred unless the user or source makes them constraints.
  5. Add owner/approver, trace source, rationale, acceptance criteria, verification method, and evidence artifact for each requirement.
  6. Mark assumptions with confirmation path and deadline when they affect scope or acceptance.
  7. Output a requirements matrix plus a deferred-design list and open-question list.
  8. Send high-risk or ambiguous requirements to requirements-auditor before coding.

Source grounding

Start with references/source-grounding.md, then inspect Section 4.2 pages extraction/pages/page_064.md through extraction/pages/page_068.md and Appendix C pages extraction/pages/page_207.md through extraction/pages/page_209.md before making requirement-writing claims.

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