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Workflow evidence / free
Outcome Reconciler
Compare execution, receipt and expected-event CSVs. Spot gaps or shared IDs without claiming an actual business outcome was verified.
Open the checker →Moruneva / Toolkit
Small tools.
Useful decisions.
Practical experiments for makers, operators and creative teams. Start with an actual job, see the tool’s limits, and take the evidence back to your own workflow.
Local-first where practicalExplicit limitationsHuman decisions stay humanAvailable now in site source
Try an existing tool
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Handoff / free
Client Handoff Checklist
A lightweight, browser-local checklist for clarifying a delivery scope and unanswered acceptance questions.
Open checklist →≋
Acceptance / free
Scope to Acceptance
Turn a project scope into structured questions for review. Output is a starting point, not a signed approval.
Explore tool →✉
Communication / free experiment
Before You Send
Check a work message for its audience, next step, owner, deadline and evidence. Local-first, with a human route decision and downloadable intent packet.
Check a message →Research and prototypes
Where we're exploring
AI operations
Cost ≠ outcome
Compare AI task-level spend with what a task actually achieved. An experiment in a GitHub draft, not yet a live service.
Read the approach →Creator workflows
Audio rights evidence
Keep voiceover and music generation-plan evidence legible without pretending a checklist grants commercial rights. Draft experiment.
Read the approach →3D / video production
Scene to shot handoff
Identify missing metadata, mismatched versions and uncertain creative approvals. Prototype only; creator remains the decision maker.
Read the approach →How we build
Not every experiment should become a product.
We publish useful methods, build narrowly scoped tools and test them against existing alternatives. We label what was simulated, what was genuinely observed and what remains unknown.
Explore the journal →