askill
hivefiver-spec-distillation

hivefiver-spec-distillationSafety 95Repository

Distill messy requirements into structured specs with ambiguity maps, retry-aware clarification loops, and decision checkpoints.

47 stars
1.2k downloads
Updated 2/21/2026

Package Files

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SKILL.md

HiveFiver Spec Distillation

Use this skill when inputs are noisy, contradictory, or incomplete.

Workflow

  1. Extract requirement atoms.
  2. Classify into functional, non-functional, integration, risk/compliance, and operations buckets.
  3. Build ambiguity map and unresolved queue.
  4. Generate 2-3 spec candidates with tradeoffs.
  5. Recommend one candidate with rationale.

Clarification Policy

  • MCQ-first clarifications before free text.
  • Block progression on unresolved high-impact ambiguity.
  • Retry policy: up to 10 rounds with progressive hints.
  • Vibecoder lane must include examples for every major decision.

Required Outputs

  • spec_candidates
  • ambiguity_map
  • clarification_attempt
  • max_attempts
  • assumption_log

References

  • references/ambiguity-taxonomy.md

Template

  • templates/spec-candidate.md

Script

  • scripts/extract-requirements.sh

Install

Download ZIP
Requires askill CLI v1.0+

AI Quality Score

67/100Analyzed 2/25/2026

A moderately complete skill for distilling messy requirements into structured specs. Provides clear workflow and clarification policy with good structure, but lacks concrete examples, actual command details, and content for referenced files. Scores well on safety and clarity, moderately on completeness and reusability. Located in proper skills folder with appropriate tags."

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Metadata

Licenseunknown
Version-
Updated2/21/2026
Publishershynlee04

Tags

ci-cdgithub-actions