TaskToTool

Use cases 24

Choose a task, then compare AI assistants and projects that may help.

Browse by use case
Use casePurposeGrok BotsGitHub projects
Topic researchGo from a question to sources you can inspect.68
Source-backed content preparationPrepare a draft, inspect its claims, and keep the receipts.73

24 listings

About these dates

Source dates come from a saved source snapshot where available, otherwise the original supplied data. They do not show when we tested a tool. “Source checked” is an imported snapshot label; these tools are not hands-on tested. Setup levels are our estimates.

Links work · Not hands-on tested · Recently active: source activity within 14 days · Updated: recorded change this week

Use cases
A draft in my voice that flags its own weak claims use-case · grokbot.dev A supplied use-case example for preparing articles and newsletters with a writing assistant. Review the original account for context. Source-backed content preparationContent preparationuse-caseNot assessed Links work Not hands-on tested @farzyness · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
agentset Recently activerepository · github Open-source RAG platform with citations and deep research Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested agentset-ai · MIT · Source: Source date Links workNot hands-on tested
Book Maker Recently activetemplate · grokbot.dev Researches a topic or repo, then writes a cited handbook in Notion Topic researchTopic researchtemplateLower setup Links work Not hands-on tested @rabspice · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
Cited Research template · grokbot.dev Research answers that show their receipts and flag what is unproven Topic researchTopic researchtemplateLower setup Links work Not hands-on tested @bramforge · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
creator-buddy Recently activerepository · github A candidate repository by SpaceZephyr for content preparation. Follow the repository link to assess its documentation and suitability. Source-backed content preparationContent preparationrepositoryTechnical setup Links work Not hands-on tested SpaceZephyr · No licence · linked only · Source: Source date Links workNot hands-on tested
Deep Research template · grokbot.dev Works a claim until it lands on something you can actually check. Topic researchTopic researchtemplateLower setup Links work Not hands-on tested @Wardonis · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
deep-research Recently activerepository · github Iterative deep research assistant Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested dzhng · MIT · Source: Source date Links workNot hands-on tested
deep-research-web-ui Recently activerepository · github A candidate repository by AnotiaWang for content preparation. Follow the repository link to assess its documentation and suitability. Source-backed content preparationContent preparationrepositoryTechnical setup Links work Not hands-on tested AnotiaWang · No licence · linked only · Source: Source date Links workNot hands-on tested
deepdive Recently activerepository · github 12-phase research pipeline skill for Claude Code Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested Socialpranker · MIT · Source: Source date Links workNot hands-on tested
DeepResearch Recently activerepository · github Tongyi open-source deep research agent Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested Alibaba-NLP · Apache-2.0 · Source: Source date Links workNot hands-on tested
Fact Check Bot Recently activetemplate · grokbot.dev Hand it a claim, stat or viral post and get a straight verdict on what holds up. Source-backed content preparationContent preparationtemplateLower setup Links work Not hands-on tested @cu30rry_ · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
Facta template · grokbot.dev Grades every claim your other bots make before it goes out Source-backed content preparationContent preparationtemplateLower setup Links work Not hands-on tested @JaimeBubblehead · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
gpt-researcher Recently activerepository · github Autonomous deep research agent, any LLM provider Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested assafelovic · Apache-2.0 · Source: Source date Links workNot hands-on tested
hyperresearch Recently activerepository · github Turns Claude Code/Codex into a deep research agent Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested jordan-gibbs · MIT · Source: Source date Links workNot hands-on tested
khoj Recently activerepository · github Self-hostable AI second brain, web + docs answers Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested khoj-ai · AGPL-3.0 · Source: Source date Links workNot hands-on tested
last30days-skill Recently activerepository · github Agent skill researching a topic across Reddit, X, YouTube, HN Topic researchTopic researchrepositoryTechnical setup Links work Not hands-on tested mvanhorn · MIT · Source: Source date Links workNot hands-on tested
makerskills Recently activerepository · github Operator agent skills: research, decisions, writing Source-backed content preparationContent preparationrepositoryTechnical setup Links work Not hands-on tested coreyhaines31 · MIT · Source: Source date Links workNot hands-on tested
News Brief template · grokbot.dev A weekly digest of the stories that lasted, stated as facts with any slant labelled Source-backed content preparationContent preparationtemplateLower setup Links work Not hands-on tested @scientists_blog · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
Newsletter Editor Recently activetemplate · grokbot.dev Takes your beehiiv newsletter from outline to scheduled issue, one approval at a time. Source-backed content preparationContent preparationtemplateLower setup Links work Not hands-on tested @sholabuilds · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
Research Bot template · grokbot.dev Deep research that returns concise answers with verified citations Topic researchTopic researchtemplateLower setup Links work Not hands-on tested @ArthurMacwaters · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
Researchy template · grokbot.dev Checks claims against the live web and returns citations with dates Topic researchTopic researchtemplateLower setup Links work Not hands-on tested @farzyness · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
The entire X loop, from research to posting time use-case · grokbot.dev Scotty documented how he automated X end to end with Grok Bot: research, design, copy, analytics, and timing. Source-backed content preparationContent preparationuse-caseNot assessed Links work Not hands-on tested @ScottyBeamIO · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
Verifier Recently activetemplate · grokbot.dev Grades every factual claim in a draft before you let it publish. Source-backed content preparationContent preparationtemplateLower setup Links work Not hands-on tested @GrokBotRadar · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested
Videos at 3x their channel median, mined for format use-case · grokbot.dev A supplied use-case example for researching YouTube video formats. Inspect the original account before relying on its claims. Topic researchTopic researchuse-caseNot assessed Links work Not hands-on tested @petergyang · CC BY 4.0 (entry text) · Source: Source date Links workNot hands-on tested