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    Applications

    What can you build?

    Explore working starting points for code, documentation, research, and automation.

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    CodeStart here

    Understand an unfamiliar repository

    Turn a named project file into an explanation you can check against the source.

    Illustrative outcomeLantern / project overviewPurpose → a small documentation siteStart here → reference/project.txt

    You’ll make an explanation with file references.

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    DocumentationAgent composition

    Find the gaps in your documentation

    Let an explorer gather the context and a specialist identify what a new contributor needs.

    Explore the recorded runRequirements / specify a tested runtimeSetup / include the actual commandsChecks / define a successful result

    You’ll make three concrete findings and a next action.

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    ResearchFile tools

    Turn scattered notes into a research brief

    Compare supplied source notes, preserve attribution, and separate evidence from open questions.

    Illustrative outcomeDecision brief / publishing optionsEvidence → notes-a.txt · notes-b.txtOpen question → maintenance ownership

    You’ll make a comparison and questions to investigate.

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    CodeFile tools

    Review a change against the requirements

    Read a supplied patch and acceptance criteria, then produce findings tied to the changed lines.

    Illustrative outcomeReview / normalize_nameRequirement → preserve internal spacingSuggested test → a name with two words

    You’ll make a review checklist with suggested tests.

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    AutomationBatch execution

    Generate a project report from a script

    Run one request without the terminal UI and save the conversation as an inspectable artifact.

    Illustrative outcomeProject report / LanternCompleted → documentation structureNext → finish the setup instructions

    You’ll make a saved chatmd report.

    Explore this application

    Looking for a particular file? Browse all source bundles →

    Start with work you already do: understand a project, review its documentation, compare research notes, or generate a report. Inspect the files behind each application and follow its linked tutorial to adapt it.

    Choose a useful starting point

    Section titled “Choose a useful starting point”

    The gallery groups applications by the job they help you do. The documentation review includes an inspectable execution recording. Other preview cards are labeled illustrations; their source bundles and setup instructions are available on their application pages.

    From an application to your own workflow

    Section titled “From an application to your own workflow”
    1. Pick an outcome and inspect the included input and agent definition.
    2. Follow installation and provider setup.
    3. Run the example in its own extracted directory before adapting its tools.
    4. Change the instructions and input files to match your work.

    No OCaml is required for these ChatMD examples. ChatML scripting, custom tools, and daemon hosting are optional steps as your requirements grow.

    Follow the tutorial curriculum or browse every source bundle.