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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
GitHub - vaddisrinivas/tab-council: Chrome MV3 extension ...
srinivasvadd · 2026-05-29 · via Hacker News - Newest: "AI"

Turn the AI tabs you already use into a structured model council.

Tab Council is a Chrome MV3 extension for cross-checking important prompts across ChatGPT, Claude, Gemini, Perplexity, Merlin, and Grok. Create a tab group named tab-council, place your provider tabs inside it, and run one prompt through an independent answer, critique, judge synthesis, and optional Ratify/Veto flow.

No API keys. No backend. Your accounts, your tabs, your local Chrome storage.

Demo

Watch the v0.1.0-alpha demo video

Why It Exists

One model answer is useful. A small council is safer.

There are already browser extensions that send one prompt to many AI tools and show the answers side by side. Tab Council is trying to do something narrower: run the full model-council workflow over the AI tabs you already have open.

It is built for launch reviews, product decisions, architecture checks, research synthesis, policy drafts, and any question where you want independent reasoning plus visible dissent before you trust the answer.

What Makes It Different

  • Uses existing AI tabs: no OpenRouter setup, no provider API keys, no copied model roster.
  • Starts from a Chrome tab group: the tabs you group under tab-council are the council.
  • Runs council rounds, not just broadcast: independent answers, critique, disagreement check, optional final positions, synthesis.
  • Has explicit roles: Member, Judge, Validator, Observer, Exclude.
  • Handles structured output: JSON parsing, one repair pass, and loud failures instead of silent bad transcripts.
  • Adds final review: Ratify/Veto lets non-judge tabs challenge the synthesized verdict.

v0.1.0-alpha

This alpha focuses on extension-based orchestration:

  • Detects the active Chrome tab group named tab-council.
  • Uses each grouped AI tab as an explicit model seat.
  • Reads visible model labels where the provider UI exposes them.
  • Lets every tab take a role: Member, Judge, Validator, Observer, or Exclude.
  • Runs Round 1 independent answers, Round 2 polite critique, optional Round 3, synthesis, and optional Ratify/Veto.
  • Requires structured JSON from every phase.
  • Runs one JSON repair pass when a provider returns almost-JSON instead of valid JSON.
  • Stores run state and history only in chrome.storage.local.
  • Exports a local Markdown transcript.

Supported Providers

  • ChatGPT: chatgpt.com, chat.openai.com
  • Claude: claude.ai
  • Gemini: gemini.google.com
  • Perplexity: perplexity.ai, www.perplexity.ai
  • Merlin: getmerlin.in, www.getmerlin.in, extension.getmerlin.in
  • Grok: grok.com, x.com, *.x.ai
  • Local/dev generic AI pages: localhost and 127.0.0.1

Unknown public web pages are not broadly enabled in the store-safe manifest. Known adapters fail visibly when a provider UI changes.

How It Works

  1. Open the AI provider tabs you want.
  2. Select the model inside each provider tab, such as Claude Sonnet, a ChatGPT model, Gemini, Perplexity, or Grok.
  3. Group those tabs in Chrome.
  4. Name the group tab-council.
  5. Open the Tab Council side panel.
  6. Assign roles and choose a mode.
  7. Enter one prompt.
  8. Review the rounds, final verdict, Ratify/Veto results, and export.

Roles

  • Member participates in debate rounds and can be selected as judge.
  • Judge participates as a member and is preferred for synthesis.
  • Validator skips debate and only ratifies or vetoes the final verdict.
  • Observer appears in the roster but is never automated.
  • Exclude is ignored for the run.

Council Modes

  • Quick: faster pass using current threads.
  • Balanced: fresh threads, critique, judge synthesis.
  • Thorough: forces final statements before synthesis.
  • Rigorous: forces final statements and Ratify/Veto.

Manual controls let you override the mode: force Round 3, choose judge mode, enable Ratify/Veto, include raw export, and select output views.

Structured Output and JSON Repair

Every provider is asked to return strict JSON for each phase. That makes the side panel reliable: confidence scores, disagreements, verdicts, and vetoes can be parsed instead of scraped from prose.

JSON repair means this: if a model returns almost valid JSON, for example markdown fences, trailing comments, or malformed quote escaping, Tab Council sends that same tab a repair prompt and asks for valid JSON only. The repaired response is marked in the UI. If repair fails, the tab fails loud instead of silently corrupting the transcript.

Privacy

Tab Council has no extension-owned server, analytics, or tracking pixels.

  • Prompts are pasted into the provider tabs you selected.
  • Later rounds intentionally share successful model outputs across selected provider tabs.
  • Local run state lives in chrome.storage.local.
  • Exports are generated locally by your browser.
  • Clear Local removes stored extension run data.

Provider websites still receive the content sent into their own tabs. See PRIVACY.md for the exact boundary.

Install the Alpha

Download the v0.1.0-alpha release zip from GitHub:

github.com/vaddisrinivas/tab-council/releases

Then:

  1. Open chrome://extensions.
  2. Enable Developer mode.
  3. Click Load unpacked.
  4. Unzip the release and select the folder containing manifest.json.
  5. Sign into your AI providers in Chrome.
  6. Put those tabs in a group named tab-council.
  7. Click the Tab Council extension icon.

Local Development

npm install
npm run check

Run the deterministic fake provider harness:

Open http://localhost:4173/ in two or more tabs, put them in a tab-council group, grant localhost permission, and run a council. The page returns structured JSON for every phase.

Architecture

  • manifest.json: MV3 permissions, side panel, service worker, provider host allowlist.
  • src/background.js: tab-group discovery, permissions, run state machine, prompt orchestration.
  • src/contentScript.js: provider page automation adapters.
  • src/sidepanel.*: operator UI, roles, run controls, transcript, export.
  • src/prompts.js: structured prompt builders and Markdown export.
  • src/shared.js: provider registry, settings, parsing, helper contracts.

Read more in docs/ARCHITECTURE.md.

Docs