16 cases · matched by meaning
- OpenAI dotsHands-on review
- MuseHands-on review
- Claude CoworkUser story
- Claude CoworkUser story
- OpenClawUser story
- OpenClawUser story
- Grok BotUser story
- Alibaba QwenWorkUser story
- Claude CodeVendor case study
- Claude CoworkVendor case study
- Claude CoworkVendor case study
- ClaudeVendor case study
- ClaudeVendor case study
- Microsoft CopilotVendor case study
- Microsoft CopilotVendor case study
- Microsoft CopilotVendor case study
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Tools for leadership & reporting
The whole toolkit →- grilling
Grill me
The agent questions you about a plan or decision round by round, offering its own suggested answer to each question. It looks up facts on its own, leaves only the real choices to you, and stops once nothing important is left as an unspoken assumption.
- Text only
Works with- Claude Code
- Codex
- GitHub Copilot
- Hermes Agent
Before you install
When to use itBefore you commit budget or a team to a new plan and want it stress-tested first.
Watch outConversation only, and it does not edit anything. It may read files in your working folder to check facts, so move sensitive files out of that folder if needed.
mattpocock · MIT · 288k stars - pre-mortem
Pre-mortem risk check
The agent imagines your launch or plan has already failed and works backwards to explain why. It sorts the risks into real threats, overblown worries and unspoken concerns, then marks each one as fix before launch, fix soon after, or just watch.
- Uses the internet
- Reads and writes files
Works with- Claude Code
- Claude Cowork
- Codex
Before you install
When to use itA week or two before a launch, campaign or big purchase, while there is still time to fix what could sink it.
Watch outReads the plan file you give it and may search the web about competitors or market conditions. If that is a concern, remove confidential details from the plan first.
phuryn · MIT · 27k stars - strategy-red-team
Red-team your strategy
Plays a fair but sharp opponent to your plan: it lists the claims the plan depends on, states each at its strongest, then attacks it. For every weak point it suggests the evidence to gather this week, the cheapest test to run and the result that should make you stop.
- Text only
Works with- Claude Code
- Claude Cowork
- Codex
Before you install
When to use itBefore you pitch a strategy to investors, a board or a partner, or bet the year's budget on it.
Watch outReads only the plan you give it and replies in chat. It runs no scripts.
phuryn · MIT · 27k stars - brainstorming
Brainstorm before you build
Before anything new gets built, the agent works out what you really want and why, asking one plain question at a time. It then suggests a few approaches and agrees a short design with you before any work begins.
- Runs code
- Reads and writes files
Works with- Claude Code
- Codex
- Cursor
- Gemini
- GitHub Copilot
- +2 more
Before you install
When to use itAt the start of a new project when the idea is still fuzzy and you want it shaped before anyone starts producing.
Watch outFor software projects it writes a design document and commits it to your project. An optional visual preview starts a small local web server, so only allow it on a machine where that is acceptable.
obra · MIT · 298k stars - doc-coauthoring
Co-write a proposal or brief
Guides you through writing a proposal, spec or decision document in three steps: it draws out the context with questions, builds the document section by section with you, then tests it on a fresh reader to find gaps. The real value is clearer thinking, and the finished document comes with it.
- Reads and writes files
Works with- Claude Code
- Claude
- Claude Cowork
Before you install
When to use itWhen you must write a proposal or decision document that people will read and act on without you in the room.
Watch outWrites the document you are drafting and may start a helper agent to act as a test reader. It runs no scripts.
anthropics · none stated · 181k stars - to-questionnaire
Turn a decision into a questionnaire
When a decision is stuck because someone else holds the answer, the agent asks you just two things: who the questions are for and what you need back. It then drafts a short, prioritised questionnaire that targets exactly what you are missing.
- Reads and writes files
Works with- Claude Code
- Codex
- GitHub Copilot
- Hermes Agent
Before you install
When to use itWhen you are waiting on a supplier, accountant, partner or senior colleague and need to ask the right questions in one go.
Watch outWrites one Markdown file in your current folder. It runs no code and uses no network.
mattpocock · MIT · 288k stars