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Council review reference data โ expertise weights, structured response format, scoring thresholds, and false positive taxonomy. Background knowledge for council subagents.
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Basierend auf der SOC-Berufsklassifikation
| name | council-reference |
| description | Council review reference data โ expertise weights, structured response format, scoring thresholds, and false positive taxonomy. Background knowledge for council subagents. |
| user-invocable | false |
| disable-model-invocation | true |
Every council agent MUST return this JSON structure:
{
"consultant": "gemini|codex|qwen|glm|kimi|claude-deep-review|claude-codebase-context",
"success": true,
"fallback": false,
"confidence": 0.0-1.0,
"severity": "critical|high|medium|low|none",
"findings": [
{
"type": "security|performance|quality|architecture|bug|documentation",
"severity": "critical|high|medium|low",
"description": "...",
"location": "file:line",
"recommendation": "..."
}
],
"summary": "One-paragraph summary"
}
location: MANDATORY for /council review findings. Format: file:line (e.g. src/api.ts:42).
Task Gemini Codex Qwen GLM-5.2 Kimi K2.5
Security 0.90 0.80 0.70 0.75 0.70
PR Review 0.85 0.90 0.80 0.75 0.80
Architecture 0.85 0.70 0.65 0.80 0.75
Code Quality 0.70 0.80 0.90 0.70 0.80
Performance 0.75 0.85 0.85 0.70 0.80
Brainstorm 0.65 0.60 0.90 0.85 0.80
Algorithms 0.70 0.75 0.85 0.85 0.80
Debugging 0.75 0.90 0.80 0.75 0.80
Score Meaning
โโโโโ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
0 False positive. Doesn't hold up to scrutiny.
25 Might be real, but unverified. Could be false positive.
50 Real but minor. Unlikely to occur in practice.
75 Verified real. Will impact functionality. Important.
100 Confirmed. Frequent in practice. Evidence conclusive.
โโโโโ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
Filter threshold: Only findings scoring >= 80 appear in the final report.
Score 0 (auto-reject) if a finding matches any of these:
Weighted Score = ฮฃ(Opinion ร Expertise ร Confidence) / ฮฃ(Expertise ร Confidence)
Consult external AI council (Gemini 3.5 Flash, Codex, Qwen, GLM-5.2, Kimi) for thorough reviews and consensus-driven decisions. Use ONLY when explicitly invoked with "/council" or when user says "consult the council", "invoke council", or "council review". Do NOT auto-trigger on generic phrases like "thorough review".
PR babysitter: monitors CI status, auto-rebases when behind, auto-fixes CI where possible, delegates review comment handling to dlc:pr-check, and re-requests review after fixes. Designed for /loop usage with Remote Control.
Audit review checklist for a repo: cluster recurring review-comment themes across merged PRs in a window, diff against docs/code-review-checklist.md, and open a PR proposing new entries with PR traceability. Designed for /schedule monthly cadence. Pass --dry-run to print clusters without opening a PR. Trigger phrases: audit review checklist, update review checklist, cluster PR findings.
Multi-agent development workflow using Agent Teams. Supports five modes: plan (architect teammate + PM teammate debate โ plan.md), dev (developer teammate + code-tester teammate + qa-tester teammate + reviewer teammate iterate โ code), full (plan โ approval gate โ dev), auto (plan โ dev, no gate), and bugfix (tester + developer + reviewer TDD triad โ fix + PR). Use when tasks benefit from collaborative agent teammates with peer messaging.
You MUST use this skill before /pm when work is ambiguous, scope is unclear, or multiple approaches exist. Explores problem space, proposes 2-3 approaches with trade-offs, and produces an approved spec document that feeds into both issue creation (/pm) and implementation planning (/cdt). Triggers: brainstorm, explore idea, think through, design approach, what should we build, explore options, weigh approaches, compare solutions, needs help deciding between alternatives.
Triage open GitHub issues and recommend what to work on next. Builds a dependency graph from issue bodies, detects circular dependencies, ranks unblocked issues by weighted scoring (blocks-others, priority, type, age, milestone), and presents top candidates for interactive selection. Triggers: what should I work on next, triage backlog, next issue, pick next task, recommend issue, prioritize issues.