aeo-optimization
AI Engine Optimization - semantic triples, page templates, content clusters for AI citations
Multi-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing
$ npx -y skills add alinaqi/maggy --skill council-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/council-reviewContext preview
The summary Claude sees to decide when to auto-load this skill.
Multi-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing
name: council-review description: Multi-model validation council — auto-validate plans, architecture changes, and PRs via validate-plan/review before executing when-to-use: When you write a plan to ~/.claude/plans/, make architectural changes, or before marking a PR done; required for CLAUDE-tier tasks user-invocable: false allowed-tools: [Bash, Read] effort: high
When you write a plan to `~/.claude/plans/`, automatically validate it:
~/bin/validate-plan --threshold 2 ~/.claude/plans/<plan-file>.md
When making architectural changes (new services, API redesigns, database schema changes), run:
~/bin/review --all "Review this architecture: <summary>"
Before marking a PR as done, run:
~/bin/review --all --file <changed-files>
Council behavior is configured in `~/.claude/council.yaml`. The Maggy dashboard (Settings > Council) also manages this config.
`chief: claude-fable-5` — Claude Fable 5 (Anthropic's most capable widely-released model, GA 2026-06-09) leads every panel as the chief: it reviews first and casts the deciding synthesis. Invoked via `~/bin/claude-fable-5`. Override the chief in `~/.claude/council.yaml`.
The chief leads each context, followed by the panel:
| Context | Default Reviewers | When | |---------|-------------------|------| | `plan` | **Claude Fable 5 (chief)**, DeepSeek Pro, Codex, Gemini Pro | Before executing any plan | | `review` | **Claude Fable 5 (chief)**, DeepSeek Pro, Kimi | Code review, PR review | | `architecture` | **Claude Fable 5 (chief)**, DeepSeek Pro, Gemini Pro, Grok | System design, schema changes |
The `threshold` setting controls how many approvals are needed:
All 13 tiers are listed in `~/.claude/council.yaml` under `models:`. Each has:
Use `POST /api/models/health` to verify all models are responding.
This skill is loaded by Claude Code on session start. It provides the behavioral rules for when to invoke multi-model validation. The actual execution happens via `~/bin/validate-plan` and `~/bin/review` which are already installed.
**Do not skip council validation for CLAUDE-tier tasks.** The whole point is that architecture and security decisions get independent verification before execution.
Turn Claude Code into a self-reviewing, test-enforced engineering system that remembers context across sessions — then route work across 13 models from a single dashboard.
Repo: alinaqi/maggy
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