Build a research brief you can actually check
Turn three source passages into a claim ledger, a restrained recommendation and a one-page brief. Includes a complete teaching packet and reusable prompts.
Work through the example ↗The practical AI decision desk
Useful work.
Clear evidence.
Choose a task, check the evidence and measure the result. Worked guides, an editable cost model and a tool shortlist help you make the next decision.
Start with the job
What are you working on?
A good tool earns its place in your workflow.
Build somethingApps, code & developmentFind an answerResearch & source checkingMake it visualImages, UI & presentationsGet time backWorkflows & integrations
No signup. Save locally. Compare before you commit.
● 832 tools in the directory4 worked guides & templatesLatest source record 13 Oct 2026Our publishing method ↗
Start here / Learn a useful method
Go from a question to a checked result.
Original teaching examples, complete exercises and reusable templates.
Compare the cost of finished work, not the subscription
Build an editable monthly cost model with retries, review time and setup. Follow a hypothetical USD example and calculate a useful break-even point.
Work through the example ↗Run a small AI coding pilot with a reviewable result
Use a two-tool compare action as a bounded coding exercise. Includes acceptance criteria, a reference function, runnable tests and a diff-review checklist.
Work through the example ↗Make a small automation safe to retry
Design one draft per request version, recognize duplicate deliveries and stop conflicting inputs. Includes runnable sample logic and a production handoff checklist.
Work through the example ↗Your assumptions / Your decision
A cheap plan can make expensive work.
Compare recurring charges, review time and setup. Record your acceptance task, source checks and corrections in a worksheet you can download.
EXAMPLE: $220 vs $85 / MONTHOpen the decision lab Fictional inputs. Runs in your browser.
Find candidates. Then run your own trial.
These source briefs are unreviewed discovery records, not tested recommendations. Search, save candidates and verify the original source.
86 tools
free claude codeBuild & code
Access multiple AI harnesses for free with browser support and high token availability. Suitable for terminal, IDE, and app integration.
AnyPS5Build & code
Tool automates porting of PS5 executables to Linux and Windows systems. Simplifies cross-platform compatibility for developers.
e2eAutomate work
End-to-end testing framework for web and mobile applications. Focuses on automation and integration testing.
raddebuggerBuild & code
Graphical debugger for user-mode, multi-process applications. Focuses on efficiency and visual capabilities.
agency-agentsAutomate work
AI agency offering specialized agents for various tasks. Limited distinguishing features from existing tools.
text-to-cadAutomate work
Tool converts text commands to CAD drawings. Enables automation of drafting tasks. Limited proven functionality and user adoption.
ponytailBuild & code
Generates code suggestions based on minimal effort concept. Less focus on best practices or performance optimizations.
openclawAutomate work
Openclaw aims to facilitate AI tasks across various platforms, but lacks sufficient user feedback and proven capabilities.
MoneyPrinterTurboVideo
Generates HD short videos from keywords using AI and automation workflows. Efficiency in video production claimed.
mobile-mcpAutomate work
Enables mobile automation and scraping across different platforms including iOS and Android, alongside emulators and real devices.
runner-imagesBuild & code
Provides GitHub Actions runner environments for CI/CD workflows. Users can leverage images to automate software build and deployment processes.
kubernetes-the-hard-wayAutomate work
Manual bootstrapping of Kubernetes without automation. Suitable for learning and understanding Kubernetes internals.
wifit3Automate work
Cross-platform USB-only tool for automated Wi-Fi attacks. Designed for use with compatible USB Wi-Fi adapters.
video-useBuild & code
Edit videos using coding agents. Contribute to development on GitHub. Requires account for collaboration.
tregAutomate work
OpenRouter tool for agent integrations. Community discussions available via Discord.
AutoClipVideo
AI tool for automated video clipping and highlight generation. Targets content creators needing efficient editing.
NeedleAutomate work
Automation model for tiny devices enabling tool calls, structured extraction, and embeddings across various platforms.
tradingview-mcpBuild & code
Connects Claude Code with TradingView Desktop for chart analysis automation. Not yet proven in production environments.
OpenSpecBuild & code
Spec-driven development framework for AI coding assistants, allowing improved collaboration on specifications and code generation.
BrowserSkillAutomate work
CLI and browser extension enabling AI agents to automate tasks in a logged-in browser without user interruption.
vphone-cliAutomate work
Command-line interface for managing virtual phone numbers. Enables SMS and call functionalities via API integration.
ghidraBuild & code
Ghidra enables software reverse engineering and analysis of binary code. Supports multiple architectures and scripting for automation.
MathModelAgentResearch & learn
Agent automates mathematical modeling tasks and generates submission-ready papers. Targets academic and research applications.
SonarrAutomate work
Automates downloads and organization of TV shows using newsgroups and torrents.
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Follow the evidence
Each source brief links to its origin. Use the research guide to turn claims into a checked evidence ledger.
Choose on your terms
Compare source descriptions side by side, then use the decision lab to model costs and record a trial.
Try before you trust
Set an acceptance condition before trying a tool. Record review time, errors and the result before adopting it.