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claude-code

Forgent issue-confidence-scorer

scoring-based skill consuming review_issues, claudemd_files to produce scored_issues

install
source · Clone the upstream repo
git clone https://github.com/mirandaguillaume/forgent
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/mirandaguillaume/forgent "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.github/skills/issue-confidence-scorer" ~/.claude/skills/mirandaguillaume-forgent-issue-confidence-scorer && rm -rf "$T"
manifest: .github/skills/issue-confidence-scorer/SKILL.md
source content

Issue Confidence Scorer

Guardrails

  • timeout: 2min
  • min_score_threshold: 80

When to Use

Use for:

  • after collecting review issues from multiple analyzers

Don't use for:

  • as standalone without preceding analysis skills

Context

Consumes: review_issues, claudemd_files Produces: scored_issues Memory: short-term

Strategy

Approach: scoring Tools: read_file

Steps

  1. for each issue, evaluate confidence on 0-100 scale
  2. for CLAUDE.md issues, double-check rule actually exists
  3. apply scoring rubric (0 false positive, 25 uncertain, 50 nitpick, 75 likely real, 100 certain)
  4. filter out issues scoring below 80

Security

  • Filesystem: read-only
  • Network: none