← ClaudeAtlas

council-modelisted

Adversarial parallel comparison — runs the SAME task across multiple model tiers and/or providers in parallel, then surfaces where each model disagrees, fails, or hallucinates. Purpose is NOT consensus: the purpose is exposing failure modes so the operator can route around them. Built on top of advisor-mode. Trigger on: "assemble the council", "convene the council", "put it to the council", "what does the council say", "council mode", "run this on all tiers", "compare model outputs", "which model failed on this", "adversarial compare", "diff the models", "run the council", "parallel dispatch", "show me the disagreements".
cerebrocybersolutions/libro · ★ 0 · AI & Automation · score 78
Install: claude install-skill cerebrocybersolutions/libro
# Council Mode ### Adversarial Parallel Comparison | Failure-Mode Surfacing | Not Consensus Council mode dispatches the **same task** to multiple model tiers and/or providers in parallel, then produces a diff report surfacing where each output disagrees. The goal is not to pick a winner — the goal is to learn where each model breaks down, so future routing avoids known failure modes. **Core principle:** > The orchestration layer's job is to surface where each model FAILS so you can route > around it — NOT to pick the "best" model. Build as adversarial comparison > infrastructure, not consensus/coordination. This is the opposite of traditional LLM council patterns (majority vote, consensus synthesis). Those patterns wash out signal. Council mode preserves disagreement because disagreement IS the signal. --- ## BRAIN CHECK — Run Before Every Council Call Brain root: resolved from `$CEREBRO_ROOT` env var or `~/.cerebro/profile.yaml`. 1. Verify advisor-mode is installed and provider-aware (`--local`, `--compare` available) 2. **Local fleet (optional):** if `fleet_primary` is set, verify Ollama is reachable at that host on port 11434. Cloud-only deployments (no local fleet) skip this check — all tiers route to cloud providers. 3. Check `{brain_root}/skills/advisor-mode/logs/daily_usage.md` if present — is remaining advisor budget enough for the council roster? 4. Load task context from the relevant department Brain if the task references one --- ## WHEN TO USE CO