☀️ Prompt management

Distills an existing repo into one prompt that rebuilds the whole application from an empty folder, then proves it: a fresh builder with no repo access runs the prompt once, a separate checker scores the rebuild against a parity checklist taken from the original, and the prompt is revised and rerun until every check passes on two fresh builds in a row. Use when someone wants a one-shot prompt for an app, asks whether their repo can be recreated from a single prompt, or wants a reproducible spec of what an app actually does.

Scores every human prompt saved in a repo's git history against a five-part rubric and writes a report of the three habits to fix first, what to keep doing, and rewrites of the weakest prompts using real examples. Use when someone asks how to prompt better, wants tips on their prompting, asks for a prompt report, review, or audit, or wants to see whether their prompts are improving over time.

Version, cite, eval-gate and distribute prompts as Agent Skills through one registry, API and MCP server.

Use whenever a skill or agent rule (any SKILL.md) is edited, improved, fixed, created, removed, or receives feedback.

Keeps third-party agent skills safe and reproducible in a repo — read before install, pin to commit SHAs, commit the lockfile, and re-review on update. Use when installing, updating, or auditing agent skills from any external source in any project.

Diagnose a weak prompt, write test inputs, compare two rewrites against the original, and keep the winner.

Evaluates a skill distributed on uplift.page using live platform data — conversion cleanliness, size, citation, freshness, workspace usage, and outcome feedback. Use when asked whether a skill is healthy, worth keeping, or needs work, when auditing a workspace library, or before promoting a skill to the public library.

Manages a workspace's skill library on uplift.page — add, update, pull, install, and archive skills through the uplift MCP workspace tools. Use when asked to save a skill to uplift.page, install or pull a skill from uplift.page, update or remove a distributed skill, or sync a project's skills with a workspace library.

Curates the prompts served by the uplift.page prompt API — audits against best practices, applies minor fixes through the API, and files change requests for major rewrites. Use when asked to review, improve, fix, or update prompts in the public library or a workspace library.

Offers to save newly created or edited agent skills to the uplift.page workspace library so they are versioned and distributed. Use whenever a skill or agent rule file (any SKILL.md or equivalent) is created, edited, fixed, or improved in any project.

Interviews you about your job in five quick questions, then ranks the five recurring tasks most worth handing to AI, with what AI does, what stays human, which level to build it at (prompt, skill, routine, loop or agent) and a first prompt to try today. Use when someone asks "where do I start with AI", "what should I automate" or "what could AI do in my job", in any AI app.

Package a workflow as a SKILL.md with scripts, validate it, test triggering, and install it via npx skills.