
How to Centralize Documentation for Engineering Teams and AI Agents
Repository documentation for humans plus concise central agent rules reused by each coding tool.
How I AI
Step-by-step guides with the prompts, tools, and checks from each episode.
286 workflows

Repository documentation for humans plus concise central agent rules reused by each coding tool.

A minimal send email MCP that validates recipient, subject, body, and idempotency key, protects credentials, reports provider status accurately, and can be disabled without changing the agent.

A reconciled Square catalog whose items trace back to source rows, preserve price and tax semantics, can be safely rerun, and produce tested payment links only for the intended products.

A reproducible analysis with code, data quality notes, tables, charts, and recommendations whose calculations can be traced to the input file and rerun after the data changes.

A testable SMS concierge that identifies users, gathers constraints, contacts only eligible opted in members, forms one group safely, creates one valid reservation, and leaves an auditable record of every message and tool action.

A searchable catalog whose codes are explainable, reproducible, and versioned, with low confidence or multi category items routed to review rather than silently forced into the wrong shelf.

A versioned business plan with mission, customer hypotheses, operating model, budget, scenarios, risks, permits, decisions, and open questions, plus source links and named owners for validation.

A linked PRD and prototype set that traces requirements to evidence, exposes assumptions and alternatives, and can regenerate dependent sections when reviewers change the problem definition.

A theme report that quantifies coverage, links every finding to inspectable evidence, preserves contradictory feedback, and distinguishes customer language from the model's interpretation.

A read only portfolio summary with the selected date range, calculation method, source values, limitations, and discrepancies clearly identified, without trades, transfers, credential sharing, or personalized recommendations executed by the assistant.

A cataloging app that extracts candidate books with source frames and confidence, lets the owner correct or merge records, and exports a deduplicated catalog without treating uncertain vision output as fact.

A short edited music video with consistent visual direction, usable lip sync, clean audio, recorded prompts and provenance, and the permissions and disclosure needed for its intended audience.
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