shynlee04/hivemind-plugin/hivefiver-spec-distillation

Claude Code and agent skill by shynlee04/hivemind-plugin

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

Install

npx vskill@latest install shynlee04/hivemind-plugin/hivefiver-spec-distillation

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

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

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Source

Popularity

Repository stars
51
Repository forks
17
Repository npm downloads, 7 days
4
7-day trend score
27

Stars and forks are for the whole GitHub repository, not this skill alone. Downloads are for the repository's npm package. Refreshed 5 May 2026, 6 months ago.

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