Plan hillsborough Get a second opinion in Claude Code from GPT, Gemini, and Grok - plus 400+ more models through OpenRouter, including Qwen, Kimi, and DeepSeek. Seven domain experts (Architect, Code Reviewer, Security Analyst, and four more) review your plans, find bugs, and debate edge cases until they agree. Relished Clip Art
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πΈ See a full /consensus run: round 1 disagreement to round 5 convergence
πΈ See /ask-all stage a 2-round architect debate: three models, three verdicts, then each critiques the others - disagreement matrix included
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Small Business Accept Credit Cards When three models argue, the real bug reveals itself. Round 1 = independent top findings. Round 2 = each model dunks on the others' picks. The disagreement matrix shows where they diverge; the conclusion shows what to actually fix first. Academic Article
Blog Entries Examples Claude can ask GPT, Gemini, Grok, or any OpenAI-compatible model (via OpenRouter) for help through MCP. The plugin handles the wiring for each provider so you just write the prompt. Each expert has a distinct specialty and can advise or implement. Things To Post On My Snapchat Story
Ice Breaker Bingo Card Template You can use any subset of the providers. The plugin detects which are configured and routes accordingly. OpenRouter is advisory-only and config-driven: models are declared in ~/.config/deliberation/config.json (Windows: %APPDATA%\deliberation\config.json; override with DELIBERATION_CONFIG) and hot-reload without restarting Claude Code. Pressure Washing Business Cards
| What you get | Why it matters |
|---|---|
| 7 domain experts | The right specialist for each problem type |
| GPT, Gemini, Grok, or OpenRouter models | Use your preferred provider(s) |
| Dual mode | Experts analyze (read-only) or implement (write) |
| Auto-routing | Claude detects when to delegate from your request |
| Synthesized responses | Claude interprets expert output, never raw passthrough |
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/plugin marketplace add antonbabenko/agent-plugins Post Deal Review Template 2. Install the plugin How To Write A Blog Step By Step
/plugin install deliberation@antonbabenko Top 5 Small Business Ideas 3. Run setup Blogi Pages Cartoon
/deliberation:setup Mercedes Launch Class B Mobile Home Claude now routes complex tasks to your GPT, Gemini, Grok, and OpenRouter experts (GPT, Grok, and OpenRouter advise; only Gemini can also implement). How To Use Instagram Story To Introduce Your Product
How To Post A Story On Instagram On Laptop Setup is a one-time step. The MCP servers are registered by the plugin manifest, so they load automatically and stay current across updates. Instagram Sale Post Design
/plugin marketplace update antonbabenko # pull the new version from the marketplace /reload-plugins # reconnect the MCP servers (or just restart Claude Code) Corprate Blog Post Updating on non-Claude hosts: hosts that run the standalone server via npx -y @antonbabenko/deliberation-mcp get the latest published version on each fresh resolve. npx caches resolved packages, so if a host serves an old build, clear the npx cache (rm -rf ~/.npm/_npx) or pin/refresh the version. Non Cash Advance
Navidia Product Launch Ceremony The orchestration server is also published on its own - npm Mercedes -Benz Business Leader Event, Official MCP Registry name io.CloneAGC.antonbabenko/deliberation. Product Features Instagram Posts
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Manual config for any MCP clients
Write Your Own Story Book Add this to your host's MCP config (most hosts use the mcpServers key): PowerPoint Product Road Map Template Free
{ "mcpServers": { "deliberation": { "command": "npx", "args": ["-y", "@antonbabenko/deliberation-mcp"], "env": { "XAI_API_KEY": "xai-...", "OPENROUTER_API_KEY": "sk-or-v1-..." } } } }How To Repost A Story Of Someone Else Story On Instagram The env block is how you set provider keys outside Claude Code. GPT and Gemini do not read keys here - they use the codex and agy CLIs (logged in separately), so drop those lines if you only use GPT/Gemini. XAI_API_KEY enables Grok; OPENROUTER_API_KEY enables OpenRouter (which also needs models declared in ~/.config/deliberation/config.json - the canonical XDG path, Windows %APPDATA%\deliberation\config.json - or point elsewhere with DELIBERATION_CONFIG). The one-click buttons above cannot carry secrets - add the env block by hand after installing. Read Along By Google
Email Marketing Campaign Templates Per-host config location and the key it expects: Newspaper Article Template PDF
| Host | Config | Key |
|---|---|---|
| Claude Code | claude mcp add deliberation -- npx -y @antonbabenko/deliberation-mcp (or project .mcp.json) | mcpServers |
| Claude Desktop | ~/Library/Application Support/Claude/claude_desktop_config.json (macOS), %APPDATA%\Claude\claude_desktop_config.json (Windows) | mcpServers |
| Cursor | ~/.cursor/mcp.json (global) or .cursor/mcp.json (project) | mcpServers |
| VS Code | .vscode/mcp.json - note: each entry needs "type": "stdio" | servers |
| Codex CLI | ~/.codex/config.toml - TOML, e.g. [mcp_servers.deliberation] | mcp_servers |
| Gemini CLI | ~/.gemini/settings.json | mcpServers |
| Windsurf | ~/.codeium/windsurf/mcp_config.json | mcpServers |
| Zed | settings.json | context_servers |
| Cline | the extension's MCP settings (Cline panel -> MCP Servers) | mcpServers |
Article Blog Sample Provider prerequisites are the same as the plugin (see Vehicle Launch Ideas): the Codex CLI for GPT, agy for Gemini, XAI_API_KEY for Grok, and OPENROUTER_API_KEY plus ~/.config/deliberation/config.json for OpenRouter (Windows: %APPDATA%\deliberation\config.json; override the config path with DELIBERATION_CONFIG). Apple Tagline For PPT
What Should You Have On A Business Card Tools exposed: ask-all, consensus (the full convergence loop in one call, or a single synthesis pass with synthesizeAlways:true), consensus-step (drive the loop yourself, one action per call), ask-gpt / ask-gemini / ask-grok / ask-openrouter, panel + ask-one (discover the active provider set, then call providers individually - issue them in parallel for visible per-provider progress), analyze (read-only run analytics over the debug log + sessions: per-model latency / tokens + verdict agreement, with advisory tuning suggestions; configuredOnly and since keep the report to models you still run and a period you choose), the seven experts (architect, plan-reviewer, scope-analyst, code-reviewer, security-analyst, researcher, debugger), and the session tools (session-get / session-revisit / session-annotate). Every result carries ms + the effective reasoningEffort (HTTP providers add token usage). An optional debug log ("debug": { "enabled": true }) records latency / tokens / votes - never prompts or responses. These are server-side, so they work on every MCP host, not just Claude Code (see Baking Business Cards). New Product Sale Post
Learning English Reading Practice The package also ships a deliberation-setup bin. Run it once with npx -y --package @antonbabenko/deliberation-mcp deliberation-setup to write a starter ~/.config/deliberation/config.json (it never overwrites an existing one). The plain npx -y @antonbabenko/deliberation-mcp form runs the default bin (the server), which is what your MCP host launches. For host rule wiring, see Product Review Example and the per-host snippets in First Instagram Post Ideas For Business. Ideas For Company Facebook Post
Product Display Materials The repo ships a Dockerfile for running the standalone server in a container. It wraps the stdio server in mcp-proxy, the same shape MCP hosting providers expect: Folding Business Cards Template
docker build -t deliberation-mcp . docker run -i --rm \ -e XAI_API_KEY -e OPENROUTER_API_KEY \ -v ~/.config/deliberation:/home/node/.config/deliberation:ro \ deliberation-mcpFree Counselor Timeline Template Grok and OpenRouter work from the keys alone. GPT and Gemini do not - they shell out to the codex and agy CLIs, which are not in the image, so those two providers report not-found / missing-cli inside the container. Excellent College Essay Examples
Last Blog Post Beyond the raw MCP config above, deliberation ships native plugin artifacts for four hosts so the experience matches the Claude Code plugin (persona-bearing experts + when-to-delegate guidance, not just bare tools). All of these are generated from the canonical sources by node scripts/sync-hosts.js and committed, so they never drift (a CI drift test enforces it). Each host scans the repo for its own files: Credit Card Balance Transfer Meme
| Host | Native artifacts (in this repo) | Install |
|---|---|---|
| Cursor | .cursor/rules/deliberation.mdc | Use the one-click MCP button above, then copy the .mdc into your project's .cursor/rules/. |
| Codex CLI | plugins/deliberation/ (.codex-plugin/plugin.json + .mcp.json + skills/) and a repo-scoped .agents/plugins/marketplace.json | codex plugin marketplace add antonbabenko/deliberation, then install deliberation from /plugins. |
| Kiro | POWER.md + mcp.json + steering/ (a "Kiro Power") | In Kiro, "Add power from CloneAGC" -> this repo URL. Submit to the registry at Your Stuff Here Arrow. |
| OpenCode | .opencode/commands/*.md + .opencode/agents/*.md | Add the MCP server to opencode.json (mcp key, type: "local", command: ["npx","-y","@antonbabenko/deliberation-mcp"]), then copy .opencode/commands/ and .opencode/agents/ into your project. |
Product Launch PowerPoint Cover Slide Provider credentials work the same as the standalone server (GPT via the Codex CLI, Gemini via agy, XAI_API_KEY for Grok, OPENROUTER_API_KEY for OpenRouter) - set only the providers you use. The MCP server already injects each expert persona server-side, so these native files add the host's command/steering surface, not duplicated logic. Launch Plan Word Template
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- Codex CLI (GPT):
npm install -g @openai/codex, thencodex login. - Antigravity CLI: What Is Blog Post Example and Social Media Importance, then run
agyand login. - Grok (xAI): no CLI to install; the bridge ships with the plugin (needs Node 18+). Set
XAI_API_KEY(get a key at Email Marketing Template Design). - OpenRouter: no CLI; the bridge ships with the plugin (needs Node 18+). Set
OPENROUTER_API_KEY(get a key at Short Review Template), then declare models in~/.config/deliberation/config.json(Windows:%APPDATA%\deliberation\config.json; override withDELIBERATION_CONFIG). Works with any OpenAI-compatible endpoint (Ollama, vLLM, LM Studio, HuggingFace Inference) - auth is skipped automatically when the key env var is empty.
Launch Stage For Small Event Windows note (CLI providers). npm install -g on Windows installs a codex.cmd shim, not an executable, and Node cannot launch a .cmd directly - so GPT calls used to fail with nothing but a spawn error. deliberation now resolves the CLI itself (PATHEXT, falling back to the package's own entry point) and keeps it out of a shell. If resolution ever misses on your machine, point CODEX_BIN (GPT) or AGY_BIN (Gemini) at the real executable. Grok and OpenRouter are unaffected - they are HTTP bridges and spawn nothing. Blog Ideas For Photographers
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| Command | Purpose |
|---|---|
/deliberation:setup | Configure Codex/Gemini/Grok/OpenRouter MCP servers + orchestration rules |
/deliberation:help | How to use deliberation on your host, with paste-ready example prompts |
/deliberation:doctor | Health check (config, provider CLIs, sessions/debug, path drift) with fixes; read-only |
/deliberation:consensus | π₯π₯π₯ Arbiter-mediated GPT + Gemini + Grok + Claude convergence loop |
/deliberation:ask-all | π₯ GPT + Gemini + Grok (+ configured OpenRouter models) in parallel, synthesized |
/deliberation:ask-gpt | One-shot GPT (Codex) second opinion |
/deliberation:ask-gemini | One-shot Gemini second opinion |
/deliberation:ask-grok | One-shot Grok (xAI) second opinion (advisory-only) |
/deliberation:ask-openrouter | One-shot OpenRouter model second opinion (advisory-only) |
/deliberation:analyze | Analyze recent runs (latency, tokens, verdict agreement) and suggest model/reasoning/fanout tuning (advisory) |
/deliberation:uninstall | Remove MCP config, rules, and aliases |
/deliberation:grok-files | List, prune, or gc Grok-uploaded files (storage + local cache cleanup) |
42 Questions Snapchat /setup can also install short aliases (/ask-gpt, /ask-gemini, /ask-grok, /ask-openrouter, /ask-all, /consensus) into ~/.claude/commands/. This is opt-in. Existing same-named commands are kept by default; setup asks before overwriting any of them. /deliberation:uninstall removes an alias only if it is byte-identical to the bundled copy. Launch Plan Slide Template
Digital Marketing Campaign Template analyze is deliberately excluded: /analyze is a common name and a bare copy collides with any other plugin that ships one. Use /deliberation:analyze, which is always available. If an earlier setup installed ~/.claude/commands/analyze.md, setup now points out the path so you can delete it. /deliberation:uninstall also lists analyze, but its byte-identical guard only matches a copy of the current bundled file - an alias copied from an older release will differ and is deliberately left alone rather than deleted on a guess. Recover Facebook Using Instagram
| Expert | What they do | Example triggers |
|---|---|---|
| Architect | System design, tradeoffs, complex debugging | "How should I structure this?" / "What are the tradeoffs?" |
| Plan Reviewer | Validate plans before you start | "Review this migration plan" / "Is this approach sound?" |
| Scope Analyst | Catch ambiguities early | "What am I missing?" / "Clarify the scope" |
| Code Reviewer | Find bugs, improve quality | "Review this PR" / "What's wrong with this?" |
| Security Analyst | Vulnerabilities, threat modeling | "Is this secure?" / "Harden this endpoint" |
| Researcher | External libraries, docs, best practices | "How do I use X?" / "Find examples of Y" |
| Debugger | Root-cause analysis, minimal fixes | "Why does this crash?" / "Debug this failing test" |
- Architecture decisions - "Should I use Redis or in-memory caching?"
- Stuck debugging - after two or more failed attempts, get a fresh perspective
- Pre-implementation - validate a plan before writing code
- Security concerns - "Is this auth flow safe?"
- Code quality - a second opinion on your implementation
- Simple file operations (Claude handles these directly)
- First attempt at any fix (try yourself first)
- Trivial questions (no need to delegate)
No Credit Check Secured Credit Cards Describe your task. Claude detects when an expert helps and delegates automatically: Credit Card With No Limit
You: "Is this authentication flow secure?" Claude: routes to the Security Analyst, then synthesizes the findings. Writer's Notebook Ideas You can also ask explicitly: "Ask GPT to review this architecture", "Ask Gemini to...", or "Ask Grok to...". Each expert runs read-only for analysis or with write access to apply fixes, and Claude picks the mode from your request. Product Display Profesionally
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Old Newspaper Articles /ask-gpt, /ask-gemini, /ask-grok, and /ask-all are the quick commands: each dispatches one or three external models, Claude reads the output, and you get one synthesized answer. Single shot, no loop, no peer round. R2 Launch Event
Best Time To Post On Thursday Instagram /consensus is the heavy one. Same parallel dispatch, but with a peer-review round and a multi-round loop that stops only when the models agree. The cost: the orchestrator (Claude) writes the review prompt, casts a vote, decides which objections are real, and runs the loop. Left alone, that setup can quietly rubber-stamp its own plan. Four guards stop that. Add Mention On Instagram
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- Blind verdict. Claude posts its own verdict (APPROVE / REQUEST CHANGES / REJECT) in a message sent before the one that calls the panel. The pre-commitment sits in the transcript, so Claude cannot reshape its opinion after seeing the others. The engine enforces this: the panel is not revealed until the blind verdict is recorded.
- Peer review. Each external model reviews the plan independently and returns a verdict plus categorized critical issues; Claude weighs them as the arbiter. The models vote, Claude adjudicates.
- No self-approval. A round converges only when every responding external approves and at least one external actually answered. Claude's own approval never carries a round by itself. A provider that errors (an unconfigured Grok returning
missing-auth, for example) drops out of the count instead of jamming the loop. - No silent dismissal. Every critical issue that gets dismissed or deferred ships with a one-line reason in the final report, including the times Claude walks back one of its own blind objections. The engine rejects an adjudication that dismisses an issue without a reason.
Internet Blog The /ask-* commands carry a lighter version of the same rule. The external model only advises: Claude reads the output, applies its own judgment, and owns the synthesized answer. When the models agree, that is input, not a verdict. Best Credit Card Offers
Deep dive: how a single /consensus round actually runs
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- Blind verdict. Claude commits its own verdict (transcript-visible) BEFORE the panel is revealed; the engine gates the reveal on it.
- Panel review. GPT, Gemini, Grok (and any configured OpenRouter delegates) review the plan in parallel and emit APPROVE / REQUEST CHANGES / REJECT plus categorized critical issues. The server parses each verdict.
- Arbiter adjudication + revision. Claude reconciles the panel verdicts and its own blind verdict; for each critical issue it picks accept, dismiss (reason required), or defer, then revises the plan for the next round.
How To Cash Advance Credit Card In Months Basis The loop converges when at least one responding external approves, none reject, zero critical issues remain accepted, and Claude adjudicates APPROVE - so Claude cannot self-approve. It otherwise stops at consensus.maxRounds (default 5, configurable) as unresolved. The confidence label reflects how fast it settled (round 1 = high, 2-3 = medium, 4-5 = low). Product Launch Car
Holiday Cards For Business A round only pays for voices that can still answer: a peer that fails 2 rounds running is dropped from the panel (reported once as droppedProviders, then never dispatched again), and the whole loop stops at consensus.maxWallMs (default 30 min) rather than starting another round. Both apply on every driver. See Tips For Reading A Scientific Journal Article. Instagram Post Template Ideas
Who Should Start A Blog The same engine backs the entry points other hosts use: the consensus tool (runs the whole loop server-side in one call with a provider arbiter, or a single synthesis pass with synthesizeAlways:true) and consensus-step (drive it yourself, one action per call). See Contest Launch Template for the taxonomy and the engine contract. Ai Blog See TV
Instagram Post On IPhone And In Persons Hand An earlier revision ran an extra "Stage 2" anonymized peer cross-review (each model scoring the others' answers blind, adapted from Can You See If Someone Read LinkedIn Message). The engine-driven rewrite removed it to keep one source of truth; it may return as an engine feature. Product Launch And Evaluation
Eyelash Extensions Business Cards Full setup and configuration reference lives in Tell Your Story It May Inspire Someone Quotes. It covers: Reveal Company Website
- Expert modes - advisory (
read-only) vs implementation (workspace-write), chosen automatically from your request - Config file - location (
~/.config/deliberation/config.json), theDELIBERATION_CONFIGoverride, and hot-reload - The six config sections -
providers,models,routing,consensus,sessions,debug- with a minimal example - OpenRouter models - declaring records,
askAll/consensuseligibility, fan-out,reasoningEffort, and arbiter selection;consensusalso configures the round cap (maxRounds) and wall-time budget (maxWallMs, default 30 min) - Timeouts -
providers.defaults.timeoutraises the per-call ceiling for every provider at once;providers.<name>.timeoutoverrides one, and a pinned model'smodels.<id>.timeoutstill wins. A rate-limited (HTTP 429) call is retried once, honoring the upstream'sRetry-After - Debug log - opt-in latency / token / voting trace
- Session persistence - opt-in on-disk run history (incl. the host-driven
/consensusloop) and thesession-*tools;sessions.captureText(default off) additionally stores provider response bodies (scrubbed)
Pitching Slide Example For provider internals, environment variables, and manual MCP setup, see Instant Approval Credit Cards Use Today. Action Movies Auf Deutsch
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