# council-of-high-intelligence | nyk | Knowledge Base | Instagit

18 AI personas deliberate your hardest decisions across multiple LLM providers. Aristotle, Feynman, Kahneman, Torvalds & more — structured multi-round deliberation with genuine model diversity. One command: /council

GitHub Stars: 2.3k

Repository: https://github.com/0xNyk/council-of-high-intelligence

---

## Articles

### [How the Anti-Recursion Protocol Handles Recursive Questioning in Council of High Intelligence](/0xNyk/council-of-high-intelligence/how-anti-recursion-protocol-handles-recursive-questioning)

Discover how the anti-recursion protocol in 0xNyk/council-of-high-intelligence prevents infinite loops with depth limits, blocks re-asked questions, and activates the hemlock rule for concise member positions.

- Tags: internals
- Published: 2026-07-03

### [What Is the Novelty Gate and How Does It Prevent Groupthink in Council‑of‑High‑Intelligence Deliberations?](/0xNyk/council-of-high-intelligence/what-is-novelty-gate-prevents-groupthink)

Learn how the novelty gate in the Council of High Intelligence protocol prevents groupthink by requiring original contributions in deliberations. Break consensus cycles and foster innovation.

- Tags: internals
- Published: 2026-07-03

### [How to Interpret the Vote Tally in the Final Council Verdict](/0xNyk/council-of-high-intelligence/how-to-interpret-vote-tally-in-verdict)

Understand council verdict vote tallies easily. Learn how weighted votes, consensus thresholds, and member support work for transparent decisions. Get the full picture now.

- Tags: how-to-guide
- Published: 2026-07-03

### [How Word Count Limits Differ Across Deliberation Rounds in Council of High Intelligence](/0xNyk/council-of-high-intelligence/how-word-count-limits-differ-across-rounds)

Discover how word count limits vary across deliberation rounds in the Council of High Intelligence. Learn the specific caps for each mode and stage to optimize your contributions.

- Tags: documentation
- Published: 2026-07-03

### [Structured Output Format for Council Verdicts: Complete Template Guide](/0xNyk/council-of-high-intelligence/what-is-structured-output-format-for-verdicts)

Explore the structured output format for council verdicts in the 0xNyk council-of-high-intelligence repository. Get the complete Markdown template guide for machine-readable session metadata.

- Tags: api-reference
- Published: 2026-07-03

### [How Cursor CLI Routing Differs from Other LLM Providers in the Council of High Intelligence](/0xNyk/council-of-high-intelligence/how-cursor-cli-routing-differs-from-other-providers)

Discover how Cursor CLI routing uniquely aggregates LLMs locally, counting as one provider for multiple model families. Learn about its distinct approach to council diversity and cross-family model selection.

- Tags: comparison
- Published: 2026-07-03

### [How the NVIDIA NIM Integration Exposes Open-Weight Models for Council Use](/0xNyk/council-of-high-intelligence/how-nvidia-nim-integration-exposes-open-weight-models)

Learn how NVIDIA NIM integrates open-weight models for Council use by acting as an OpenAI-compatible provider routed through a generic HTTP client.

- Tags: how-to-guide
- Published: 2026-07-03

### [Domain-Weighted 2/3 Majority Tie-Breaking Mechanism Explained](/0xNyk/council-of-high-intelligence/explain-domain-weighted-majority-tie-breaking)

Understand the domain-weighted 2/3 majority tie-breaking mechanism. Learn how expert voting weight influences consensus while preventing single-domain control.

- Tags: deep-dive
- Published: 2026-07-03

### [How to Use the `--dry-route` Flag to Preview Provider Assignments in Council of High Intelligence](/0xNyk/council-of-high-intelligence/how-to-use-dry-route-flag-preview-assignments)

Preview provider assignments in Council of High Intelligence with the --dry-route flag. See the routing table before actual deliberation begins. Learn how to use this powerful tool.

- Tags: how-to-guide
- Published: 2026-07-03

### [Trade-offs Between Classic, Exploration-Orthogonal, and Execution-Lean Council Profiles](/0xNyk/council-of-high-intelligence/trade-offs-between-council-member-profiles)

Explore trade-offs between classic, exploration-orthogonal, and execution-lean council profiles. Optimize for perspective or speed with this guide.

- Tags: deep-dive
- Published: 2026-07-03

### [How to Add a Custom Council Member to the Council of High Intelligence](/0xNyk/council-of-high-intelligence/how-to-add-custom-council-member)

Learn how to add a custom council member with a new persona to the Council of High Intelligence. Create a Markdown file in agents/ following the schema and optionally register the member.

- Tags: how-to-guide
- Published: 2026-07-03

### [What Is the Hemlock Rule? Anti-Recursion Safeguard in Council-of-High-Intelligence](/0xNyk/council-of-high-intelligence/what-is-hemlock-rule-prevents-loops)

Discover the hemlock rule, an anti-recursion safeguard that stops infinite questioning loops in multi-agent systems by enforcing concise agent responses. Learn how it enhances Socratic agent deliberations.

- Tags: internals
- Published: 2026-07-03

### [Council of High Intelligence Chairman Selection Algorithm: 4-Tier Priority Logic](/0xNyk/council-of-high-intelligence/what-is-chairman-selection-algorithm)

Understand the council chairman selection algorithm. Discover its 4-tier priority logic for automatic synthesis model designation in the coordinator protocol.

- Tags: deep-dive
- Published: 2026-07-03

### [How the Verdict Synthesis Process Handles Unresolved Questions in Council of High Intelligence](/0xNyk/council-of-high-intelligence/how-verdict-synthesis-handles-unresolved-questions)

Learn how the verdict synthesis process in 0xNyk Council of High Intelligence addresses unresolved questions by surfacing knowledge gaps and consolidating missing answers into a dedicated section.

- Tags: deep-dive
- Published: 2026-07-03

### [What Is the Problem Restate Gate in the Council of High Intelligence Protocol?](/0xNyk/council-of-high-intelligence/what-is-problem-restate-gate)

Understand the Problem Restate Gate, a vital checkpoint in the Council of High Intelligence Protocol. Learn how it ensures clear communication and efficient analysis by requiring members to reframe deliberation topics.

- Tags: deep-dive
- Published: 2026-07-03

### [How to Create a Custom Triad for a Specific Domain in the Council of High Intelligence](/0xNyk/council-of-high-intelligence/how-to-create-custom-triad-for-domain)

Learn how to create a custom triad for a specific domain in the Council of High Intelligence. Define domain-to-members mapping and declare triads in SKILL.md for custom domain intelligence.

- Tags: how-to-guide
- Published: 2026-07-03

### [How Polarity Pairs Force Genuine Disagreement Between Council Members](/0xNyk/council-of-high-intelligence/how-do-polarity-pairs-force-disagreement)

Discover how polarity pairs ensure authentic debate between council members by using different LLM providers. Prevent single model reframing and foster genuine disagreement.

- Tags: internals
- Published: 2026-07-03

### [Architectural Differences Between Full, Quick, and Duo Deliberation Modes in the Council of High Intelligence](/0xNyk/council-of-high-intelligence/architectural-differences-between-deliberation-modes)

Explore the architectural differences between Full, Quick, and Duo deliberation modes in the Council of High Intelligence. Understand panel sizes, rounds, and consensus mechanisms.

- Tags: architecture
- Published: 2026-07-03

### [How to Configure Custom Model Routing Using a YAML File in council-of-high-intelligence](/0xNyk/council-of-high-intelligence/how-to-configure-custom-model-routing-with-yaml)

Learn to configure custom model routing with a YAML file in council-of-high-intelligence for precise LLM control. Master explicit mapping for your AI agents.

- Tags: how-to-guide
- Published: 2026-07-03

### [Enforcement Mechanisms Prevent Groupthink in the Council of High Intelligence](/0xNyk/council-of-high-intelligence/what-enforcement-mechanisms-prevent-groupthink-in-council-deliberations)

Discover how enforcement mechanisms like dissent quotas and novelty gates prevent groupthink in the Council of High Intelligence. Learn about safeguards ensuring critical consensus.

- Tags: internals
- Published: 2026-07-03

### [How Multi-Provider Auto-Routing Distributes Council Members Across LLM Providers in council-of-high-intelligence](/0xNyk/council-of-high-intelligence/how-does-multi-provider-auto-routing-distribute-members-across-llm-providers)

Discover how multi-provider auto-routing in council-of-high-intelligence intelligently distributes council members across LLM providers for optimal model diversity and performance.

- Tags: architecture
- Published: 2026-07-03

### [How to Install and Configure the Council Skill for Claude Code vs. Codex](/0xNyk/council-of-high-intelligence/install-configure-council-skill-claude-codex)

Install and configure the Council skill for Claude Code or Codex. Deploy 18 persona agents and routing configurations easily with install scripts.

- Tags: how-to-guide
- Published: 2026-06-30

### [Provider Detection in Council of High Intelligence: How scripts/detect-providers.sh Identifies LLM Backends](/0xNyk/council-of-high-intelligence/detect-providers.sh-script-function)

Learn how scripts/detect-providers.sh in Council of High Intelligence automatically detects LLM backends. It checks binaries, env variables, and API reachability for dynamic selection.

- Tags: how-to-guide
- Published: 2026-06-30

### [How Auto-Triad Selection Works in the Council of High Intelligence CLI](/0xNyk/council-of-high-intelligence/auto-triad-selection-no-domain-specified)

Discover how auto-triad selection works in the Council of High Intelligence CLI without a domain. Learn how the CLI parses problem statements to choose the best triad based on keyword matching and domain weights.

- Tags: deep-dive
- Published: 2026-06-30

### [How the Council of High Intelligence Prevents Premature Consensus Before Round 3: 6 Architectural Safeguards](/0xNyk/council-of-high-intelligence/prevent-premature-consensus-round-3)

Discover the 6 architectural safeguards in the Council of High Intelligence protocol that prevent premature consensus before Round 3. Learn how anonymization, novelty, and more ensure robust decision-making.

- Tags: architecture
- Published: 2026-06-30

### [NVIDIA NIM Integration for Accessing Open-Weight Models in Council of High Intelligence](/0xNyk/council-of-high-intelligence/nvidia-nim-integration-open-weight-models)

Integrate NVIDIA NIM with Council of High Intelligence to easily access open-weight models. Discover seamless inference for DeepSeek, Kimi, and Qwen via the NVIDIA hosted API.

- Tags: deep-dive
- Published: 2026-06-30

### [Session Metadata Schema in Council of High Intelligence: Complete Field Reference](/0xNyk/council-of-high-intelligence/session-metadata-schema-fields)

Explore the Session Metadata schema in the Council of High Intelligence. Learn about execution mode, token estimates, fallback triggers, and more appended to every verdict.

- Tags: api-reference
- Published: 2026-06-30

### [How Identity Anonymization Works in Round 2 of the Council of High Intelligence](/0xNyk/council-of-high-intelligence/identity-anonymization-round-2-benefits)

Discover how identity anonymization protects panel members in the Council of High Intelligence Round 2. Learn how abstract labels ensure unbiased evaluation of arguments based solely on quality, not prestige.

- Tags: internals
- Published: 2026-06-30

### [Verdict Synthesis Process and Output Templates in Council of High Intelligence](/0xNyk/council-of-high-intelligence/verdict-synthesis-process-output-templates)

Learn the verdict synthesis process in the Council of High Intelligence. Discover how deliberation transcripts aggregate into structured final verdicts using SKILL.md output templates.

- Tags: deep-dive
- Published: 2026-06-30

### [How the Council of High Intelligence Handles Provider Failures and Fallback Mechanisms](/0xNyk/council-of-high-intelligence/provider-failure-fallback-strategy)

Discover the Council of High Intelligence's provider failure strategy. Learn how their three-tier fallback reroutes LLM calls and synthesizes verdicts for guaranteed deterministic output.

- Tags: internals
- Published: 2026-06-30

### [How the Anti-Conformity Directive Operates During Round 2 Cross-Examination](/0xNyk/council-of-high-intelligence/anti-conformity-directive-round-2-cross-examination)

Understand the anti-conformity directive in Round 2 cross-examination. Learn how it prevents consensus and forces members to defend their Round 1 positions with valid arguments.

- Tags: deep-dive
- Published: 2026-06-30

### [What Is the Hemlock Rule? How It Constrains AI in Later Council Rounds](/0xNyk/council-of-high-intelligence/hemlock-rule-ai-constraints)

Understand the hemlock rule, an AI safeguard against recursion. Discover how it limits AI deliberation in multi-round debates by forcing clear, concise positions.

- Tags: deep-dive
- Published: 2026-06-30

### [How to Configure Custom Provider and Model Slot Mappings Using YAML in Council of High Intelligence](/0xNyk/council-of-high-intelligence/configure-custom-provider-model-mappings-yaml)

Learn to configure custom provider and model slot mappings using YAML in Council of High Intelligence. Define profiles, strategies, and seats for seamless integration.

- Tags: how-to-guide
- Published: 2026-06-30

### [What Is the Problem Restate Gate in the Council of High Intelligence Protocol?](/0xNyk/council-of-high-intelligence/problem-restate-gate-purpose)

Understand the Problem Restate Gate in the Council of High Intelligence protocol. This essential checkpoint ensures accurate problem definition and diverse perspectives for effective analysis.

- Tags: deep-dive
- Published: 2026-06-30

### [How Polarity Pairs Mitigate Groupthink in Council Deliberations](/0xNyk/council-of-high-intelligence/polarity-pairs-prevent-groupthink)

Discover how polarity pairs combat groupthink in council deliberations. Learn to embed opposing viewpoints and enforce dialectic confrontation for better decision-making.

- Tags: deep-dive
- Published: 2026-06-30

### [Full, Quick, and Duo Deliberation Modes in the Council of High Intelligence: Key Distinctions](/0xNyk/council-of-high-intelligence/deliberation-modes-full-quick-duo)

Understand the key distinctions between full quick and duo deliberation modes in the Council of High Intelligence. Learn how each mode optimizes decision making for different scenarios.

- Tags: deep-dive
- Published: 2026-06-30

### [How Multi-Provider Auto-Routing Works in the Council of High Intelligence](/0xNyk/council-of-high-intelligence/multi-provider-auto-routing-council-of-high-intelligence)

Discover how multi-provider auto-routing functions within the Council of High Intelligence. Learn about its three-stage deterministic process for efficient LLM agent distribution and model assignment.

- Tags: architecture
- Published: 2026-06-30