# Council Reference

> Council review reference data — expertise weights, structured response format, scoring thresholds, and false positive taxonomy. Background knowledge for council subagents.

- **Type:** Skill
- **Install:** `agentstack add skill-rube-de-cc-skills-council-reference`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [rube-de](https://agentstack.voostack.com/s/rube-de)
- **Installs:** 0
- **Category:** [Communication](https://agentstack.voostack.com/c/communication)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [rube-de](https://github.com/rube-de)
- **Source:** https://github.com/rube-de/cc-skills/tree/main/plugins/council/skills/council-reference

## Install

```sh
agentstack add skill-rube-de-cc-skills-council-reference
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Council Reference Data

## Structured Response Format

Every council agent MUST return this JSON structure:

```json
{
  "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`).

## Expertise Weight Matrix

```
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
```

## Scoring Thresholds

```
Score  Meaning
─────  ───────────────────────────────────────────────────────
  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.
─────  ───────────────────────────────────────────────────────
```

**Filter threshold**: Only findings scoring >= 80 appear in the final report.

## False Positive Taxonomy

Score 0 (auto-reject) if a finding matches any of these:

- Pre-existing issue not introduced in the current changes
- Problem that a linter, typechecker, or compiler would catch
- Pedantic nitpick that a senior engineer would not call out
- General code quality complaint NOT backed by project CLAUDE.md
- Issue on lines that were NOT modified in the changes under review
- Intentional functionality change clearly related to the broader change
- Code with explicit lint-ignore or suppress comments

## Synthesis Formula

```
Weighted Score = Σ(Opinion × Expertise × Confidence) / Σ(Expertise × Confidence)
```

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [rube-de](https://github.com/rube-de)
- **Source:** [rube-de/cc-skills](https://github.com/rube-de/cc-skills)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-rube-de-cc-skills-council-reference
- Seller: https://agentstack.voostack.com/s/rube-de
- Browse the marketplace: https://agentstack.voostack.com/browse

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