feat(skills): add aidd-genesplice evolutionary optimization skill#181
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ericelliott wants to merge 6 commits intomainfrom
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feat(skills): add aidd-genesplice evolutionary optimization skill#181ericelliott wants to merge 6 commits intomainfrom
ericelliott wants to merge 6 commits intomainfrom
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Adds the /genesplice skill — an evolutionary optimization framework for creative output. Closes #180. - SKILL.md: frontmatter, constraints, quality gate, commands - references/algorithm.md: full pipeline, candidate output spec, scoring template, learnings including emergent redundancy problem - README.md: what/why/usage/when-to-use Validation: 74 frontmatter tokens, 52 body lines, 505 body tokens — well within all thresholds. Co-authored-by: Eric Elliott <support@paralleldrive.com>
- Split algorithm.md into candidate-output.md, quality-gate.md, learnings.md - Rewrite SKILL.md with SudoLang step functions and Competencies block - Expand README with Why section and full command reference - Add /genesplice score and /genesplice splice as first-class commands Validation: 77 frontmatter tokens, 97 body lines, 867 body tokens. Co-authored-by: Eric Elliott <support@paralleldrive.com>
Updated candidate output documentation for clarity and structure.
…n guidance - Extract /genesplice research as a standalone subcommand: f(context) => reviewedCriteria - Require web search favoring research papers, peer-reviewed studies, and authoritative industry findings over opinion pieces - Each criterion outputs one paragraph of explanation + citations (author, title, URL/DOI) - Reject any criterion that cannot be cited - Update process pipeline: researchCriteria => research - Add /genesplice research to Commands block Co-authored-by: Eric Elliott <support@paralleldrive.com>
…ory review pause - n parameter = number of generations (not candidates-per-generation) 2 candidates/generation is the fixed sweet spot per learnings.md - Add optional userCriteria? to genesplice() and research() signatures User-supplied criteria are locked in first and are not overridable by research Research fills gaps not covered by userCriteria - Skill runs autonomously by default; no mandatory user review steps - Update command signature: /genesplice [-n=2] [context] Co-authored-by: Eric Elliott <support@paralleldrive.com>
…t stage Pipeline: gatherContext => research => runGenerations(n) => summarize - Add gatherContext (effect): scan workspace for existing artifacts, extract user-supplied criteria from freeform context prompt - Split research into fetchBestPractices (effect) + synthesizeCriteria (thinking) fetchBestPractices skips web search if enrichedContext already has criteria - Split generationLoop into buildCandidates (effect) + scoreAndSplice (thinking) - Criteria now come from freeform context; userCriteria? param removed - Add 'Run autonomously by default' to Constraints - Tag each stage with effect/thinking so eval tests can target them correctly Co-authored-by: Eric Elliott <support@paralleldrive.com>
This was referenced Apr 10, 2026
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Summary
Adds the
/genespliceskill — an evolutionary optimization framework for creative output. Closes #180.File Structure
What's in Each File
SKILL.md— Frontmatter, Competencies block, 4-step SudoLang process (researchCriteria → generationLoop → scoreAllCandidates → suggestWinner), Constraints, and Commands (/genesplice,/genesplice score,/genesplice splice).README.md— What/why/commands/when-to-use. Includes a "Why" section explaining the genetic algorithm rationale.references/candidate-output.md— Prototypes folder structure,{short_id}format,SCORES.mdtracking convention.references/quality-gate.md— A11y scorer flow for UI prototype candidates, grade→score mapping table, weighted ×2 rule.references/learnings.md— Generation size sweet spot, why mutations win, always-preview rule, and the Emergent Redundancy Problem with mandatory holistic criteria.Validation
All 462 unit tests pass.