skills/vcsdd-convergence-detection/SKILL.md
Use this skill during Phase 6 convergence checks. Provides four-dimensional convergence analysis, hallucination detection, and duplicate finding identification.
npx skillsauth add sc30gsw/vcsdd-claude-code vcsdd-convergence-detectionInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Compare finding counts across iterations:
Iteration 1: 8 findings
Iteration 2: 4 findings <- diminishment ok
Iteration 3: 6 findings <- NOT diminishing (re-review needed)
Convergent when: monotonically decreasing OR zero findings.
For every finding, verify evidence.filePath is a real file:
for finding in .vcsdd/features/<name>/reviews/sprint-*/output/findings/*.json; do
filepath=$(jq -r '.evidence.filePath' "$finding")
ls "$filepath" 2>/dev/null || echo "HALLUCINATED: $filepath in $finding"
done
Convergent when: zero hallucinated file paths.
All contract criteria must have been evaluated:
contracts/sprint-N.md for all CRIT-XXX IDsCompare current findings against previously-addressed findings:
resolution.status = "fixed"
Convergent when: zero duplicates.CONVERGED = all 4 dimensions satisfied
NOT CONVERGED = any dimension fails -> route back to Phase 3
ESCALATE = convergence iteration limit (2) exceeded -> human review
documentation
Use this skill when writing Phase 1b verification architecture documents. Provides purity boundary mapping, proof obligation design, and tier assignment guidance.
data-ai
Use this skill when creating or querying VCSDD Chainlink bead traceability. Provides bead creation patterns, chain traversal, and completeness validation.
data-ai
Display the full traceability chain for a VCSDD bead. Traverses the Chainlink graph from the given bead ID and shows all connected artifacts with status.
development
Run Phase 2a (test generation, Red phase) for the active VCSDD feature. Invokes vcsdd-builder to generate failing tests for all spec requirements. Records red phase evidence.