deliberation

Name: deliberation
Author: antonbabenko

122stars8forks

How to install deliberation?

antonbabenko/deliberation

$git clone https://github.com/antonbabenko/deliberation

Installs into the current project.

Summary

Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures which models earn their seat.

Files · 1

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README.md

1	# Deliberation
2
3	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.
4
5	![Four chairs at the table: Claude, GPT, Gemini, Grok - one verdict you can ship](assets/agents.png)<br>Recent blog post: [Meet Deliberation: 400+ models is easy, knowing which ones earn a place is hard.](https://builder.aws.com/content/3Eaq94hQW8HywInrVaQm9qNih1P/meet-deliberation-400-models-is-easy-knowing-which-ones-earn-a-place-is-hard)
6
7	<details>
8	<summary>📸 See a full <code>/consensus</code> run: round 1 disagreement to round 5 convergence</summary>
9
10	![Round 1: reviewers disagree](assets/round1.png)
11
12	<details>
13	<summary>... a few moments later ...</summary>
14
15	![A Few Moments Later](assets/afewmomentslater.png)
16
17	</details>
18
19	![Round 5: convergence reached](assets/round5.png)
20
21	</details>
22
23	<details>
24	<summary>📸 See <code>/ask-all</code> stage a 2-round architect debate: three models, three verdicts, then each critiques the others - disagreement matrix included</summary>
25
26	![/ask-all: three architects walk into a repo, two ship bugs walk out](assets/ask-all.png)
27
28	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.
29
30	</details>
31
32	## What is Deliberation?
33
34	Claude can ask GPT, Gemini, Grok, or any OpenAI-compatible model (via OpenRouter) for help
35	through MCP. The plugin handles the wiring for each provider so you just write the prompt.
36	Each expert has a distinct specialty and can advise or implement.
37
38	You can use any subset of the providers. The plugin detects which are configured and routes
39	accordingly. OpenRouter is advisory-only and config-driven: models are declared in
40	`~/.config/deliberation/config.json` (Windows: `%APPDATA%\deliberation\config.json`; override
41	with `DELIBERATION_CONFIG`) and hot-reload without restarting Claude Code.
42
43	\| What you get \| Why it matters \|
44	\|--------------\|----------------\|
45	\| 7 domain experts \| The right specialist for each problem type \|
46	\| GPT, Gemini, Grok, or OpenRouter models \| Use your preferred provider(s) \|
47	\| Dual mode \| Experts analyze (read-only) or implement (write) \|
48	\| Auto-routing \| Claude detects when to delegate from your request \|
49	\| Synthesized responses \| Claude interprets expert output, never raw passthrough \|
50
51	## Install
52
53	### Claude Code plugin (recommended):
54
55	1. Add the marketplace - [antonbabenko/agent-plugins](https://github.com/antonbabenko/agent-plugins)
56	```
57	/plugin marketplace add antonbabenko/agent-plugins
58	```
59
60	2. Install the plugin
61	```
62	/plugin install deliberation@antonbabenko
63	```
64
65	3. Run setup
66	```
67	/deliberation:setup
68	```
69
70	Claude now routes complex tasks to your GPT, Gemini, Grok, and OpenRouter experts (Grok and OpenRouter advise; GPT and Gemini can also implement).
71
72	> Setup is a one-time step. The MCP servers are registered by the plugin manifest, so they load
73	> automatically and stay current across updates.
74
75	### Updating (Claude Code)
76
77	```
78	/plugin marketplace update antonbabenko # pull the new version from the marketplace
79	/reload-plugins # reconnect the MCP servers (or just restart Claude Code)
80	```
81
82	Updating on non-Claude hosts: hosts that run the standalone server via `npx -y
83	@antonbabenko/deliberation-mcp` get the latest published version on each fresh resolve. `npx`
84	caches resolved packages, so if a host serves an old build, clear the npx cache
85	(`rm -rf ~/.npm/_npx`) or pin/refresh the version.
86
87	### Alternative: Use `deliberation` MCP server (standalone, works with any agents)
88
89	The orchestration server is also published on its own - npm [`@antonbabenko/deliberation-mcp`](https://www.npmjs.com/package/@antonbabenko/deliberation-mcp), Official MCP Registry name `io.github.antonbabenko/deliberation`.
90
91	One-click install:
92
93	[![Install in Cursor](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en-US/install-mcp?name=deliberation&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBhbnRvbmJhYmVua28vZGVsaWJlcmF0aW9uLW1jcCJdfQ==) [![Install in VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=deliberation&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40antonbabenko%2Fdeliberation-mcp%22%5D%7D) [![Install in Kiro](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=deliberation&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40antonbabenko%2Fdeliberation-mcp%22%5D%7D)
94
95	<details>
96	<summary>Manual config for any MCP clients</summary>
97
98	Add this to your h

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Type

deliberation

122stars8forks

View on GitHub

How to install deliberation?

antonbabenko/deliberation

$git clone https://github.com/antonbabenko/deliberation

Installs into the current project.

Summary

Files · 1

View on GitHub

README.md

1	# Deliberation
2
3	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.
4
5	![Four chairs at the table: Claude, GPT, Gemini, Grok - one verdict you can ship](assets/agents.png)<br>Recent blog post: [Meet Deliberation: 400+ models is easy, knowing which ones earn a place is hard.](https://builder.aws.com/content/3Eaq94hQW8HywInrVaQm9qNih1P/meet-deliberation-400-models-is-easy-knowing-which-ones-earn-a-place-is-hard)
6
7	<details>
8	<summary>📸 See a full <code>/consensus</code> run: round 1 disagreement to round 5 convergence</summary>
9
10	![Round 1: reviewers disagree](assets/round1.png)
11
12	<details>
13	<summary>... a few moments later ...</summary>
14
15	![A Few Moments Later](assets/afewmomentslater.png)
16
17	</details>
18
19	![Round 5: convergence reached](assets/round5.png)
20
21	</details>
22
23	<details>
24	<summary>📸 See <code>/ask-all</code> stage a 2-round architect debate: three models, three verdicts, then each critiques the others - disagreement matrix included</summary>
25
26	![/ask-all: three architects walk into a repo, two ship bugs walk out](assets/ask-all.png)
27
28	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.
29
30	</details>
31
32	## What is Deliberation?
33
34	Claude can ask GPT, Gemini, Grok, or any OpenAI-compatible model (via OpenRouter) for help
35	through MCP. The plugin handles the wiring for each provider so you just write the prompt.
36	Each expert has a distinct specialty and can advise or implement.
37
38	You can use any subset of the providers. The plugin detects which are configured and routes
39	accordingly. OpenRouter is advisory-only and config-driven: models are declared in
40	`~/.config/deliberation/config.json` (Windows: `%APPDATA%\deliberation\config.json`; override
41	with `DELIBERATION_CONFIG`) and hot-reload without restarting Claude Code.
42
43	\| What you get \| Why it matters \|
44	\|--------------\|----------------\|
45	\| 7 domain experts \| The right specialist for each problem type \|
46	\| GPT, Gemini, Grok, or OpenRouter models \| Use your preferred provider(s) \|
47	\| Dual mode \| Experts analyze (read-only) or implement (write) \|
48	\| Auto-routing \| Claude detects when to delegate from your request \|
49	\| Synthesized responses \| Claude interprets expert output, never raw passthrough \|
50
51	## Install
52
53	### Claude Code plugin (recommended):
54
55	1. Add the marketplace - [antonbabenko/agent-plugins](https://github.com/antonbabenko/agent-plugins)
56	```
57	/plugin marketplace add antonbabenko/agent-plugins
58	```
59
60	2. Install the plugin
61	```
62	/plugin install deliberation@antonbabenko
63	```
64
65	3. Run setup
66	```
67	/deliberation:setup
68	```
69
70	Claude now routes complex tasks to your GPT, Gemini, Grok, and OpenRouter experts (Grok and OpenRouter advise; GPT and Gemini can also implement).
71
72	> Setup is a one-time step. The MCP servers are registered by the plugin manifest, so they load
73	> automatically and stay current across updates.
74
75	### Updating (Claude Code)
76
77	```
78	/plugin marketplace update antonbabenko # pull the new version from the marketplace
79	/reload-plugins # reconnect the MCP servers (or just restart Claude Code)
80	```
81
82	Updating on non-Claude hosts: hosts that run the standalone server via `npx -y
83	@antonbabenko/deliberation-mcp` get the latest published version on each fresh resolve. `npx`
84	caches resolved packages, so if a host serves an old build, clear the npx cache
85	(`rm -rf ~/.npm/_npx`) or pin/refresh the version.
86
87	### Alternative: Use `deliberation` MCP server (standalone, works with any agents)
88
89	The orchestration server is also published on its own - npm [`@antonbabenko/deliberation-mcp`](https://www.npmjs.com/package/@antonbabenko/deliberation-mcp), Official MCP Registry name `io.github.antonbabenko/deliberation`.
90
91	One-click install:
92
93	[![Install in Cursor](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en-US/install-mcp?name=deliberation&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBhbnRvbmJhYmVua28vZGVsaWJlcmF0aW9uLW1jcCJdfQ==) [![Install in VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=deliberation&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40antonbabenko%2Fdeliberation-mcp%22%5D%7D) [![Install in Kiro](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=deliberation&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40antonbabenko%2Fdeliberation-mcp%22%5D%7D)
94
95	<details>
96	<summary>Manual config for any MCP clients</summary>
97
98	Add this to your h

People who liked this also viewed

6 picks

Type