Deliberation
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| XAI_API_KEY | No | API key for Grok (xAI). Required to use Grok provider. | |
| OPENROUTER_API_KEY | No | API key for OpenRouter. Required to use OpenRouter provider. | |
| DELIBERATION_CONFIG | No | Path to configuration file for OpenRouter models and other settings. Defaults to ~/.config/deliberation/config.json on Unix or %APPDATA%\deliberation\config.json on Windows. |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {} |
| logging | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| ask-allA | Fan out one question to GPT, Gemini, Grok, and any configured OpenRouter models in parallel for independent second opinions, then return all results (advisory, no cross-contamination). Pass |
| consensusA | Run the FULL multi-round consensus convergence loop server-side with a provider arbiter (blind pass + peer fan-out -> adjudicate -> revise) and return the converged verdict. Default depth is |
| consensus-stepC | Client-driven consensus loop where YOU (the host model) are the arbiter, one step per call: action=init (start, returns sessionId + blind prompt) -> record_blind (your pre-commit verdict) -> dispatch_peers (server fans out to the providers) -> submit_adjudication (your verdict + per-issue accept/dismiss/defer) -> submit_revision (your revised plan), looping until converged or consensus.maxRounds rounds (default 5). State is held server-side by sessionId. Advisory. |
| panelA | Return the names of the providers |
| ask-oneA | Second opinion from ONE named provider in the active panel (e.g. |
| analyzeA | Analyze recent runs from the opt-in debug log (latency/tokens/reasoning-effort per model) plus the session store (verdict agreement rate), and return advisory tuning suggestions (disable a slow/redundant model in ask-all, lower an OpenRouter model's reasoning, adjust maxFanout). Two lenses reported side by side - timing and agreement are NOT joined (no shared run id). Suggestions are advisory; it writes nothing. Requires |
| ask-gptB | Single-provider second opinion via codex (advisory, single-shot). Pass |
| ask-geminiB | Single-provider second opinion via gemini (advisory, single-shot). Pass |
| ask-grokC | Single-provider second opinion via grok (advisory, single-shot). Pass |
| ask-openrouterA | Single-provider second opinion via openrouter (advisory, single-shot). Pass |
| architectA | Software architect for system design, tradeoff analysis, and complex decisions. Use for architecture, API/schema design, multi-service interactions, or when a fix has failed twice and needs a fresh perspective. |
| plan-reviewerA | Work-plan reviewer that verifies a plan is executable before anyone builds. Use to validate an implementation plan for clarity, completeness, and gaps before starting significant work. |
| scope-analystA | Pre-planning consultant that catches ambiguities, hidden requirements, and pitfalls before planning begins. Use when a request is vague or could be interpreted multiple ways. |
| code-reviewerA | Senior engineer doing code review for bugs, security holes, and maintainability - not style nitpicks. Use to review a diff or file before merging. |
| security-analystA | Security engineer for threat modeling and vulnerability assessment. Use for auth/authorization changes, untrusted input handling, new endpoints, or a focused security audit. |
| researcherA | Research specialist for external libraries, frameworks, APIs, and open-source code. Use for 'how do I use X', best-practice, or 'why does this dependency behave this way' questions, with evidence and honest unverified flags. |
| debuggerA | Debugging specialist that produces ranked root-cause hypotheses and the smallest safe fix from a bug report, logs, and code - or says honestly that the evidence shows no bug. Use for crashes, failing tests, or wrong output. |
| session-getA | Fetch a persisted consensus/ask-all session record by id (opinions, verdict, arbiter, annotations). Requires sessions.persist; advisory, read-only. |
| session-revisitC | Re-run a persisted session's original question with the CURRENT providers/config and save a linked child record (parentId). Requires sessions.persist; advisory. |
| session-annotateA | Append a freeform note to a persisted session's audit trail. Requires sessions.persist; writes to the local session store. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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