pipeshub-ai/sharp

check-yourself

Offer or run 1-3 short retrieval questions about work just completed (why it works, what-if, where to look if it broke), grade the user's answers kindly, and save the reusable rule as a lesson that comes back when a similar situation appears. Use when sharp's…

Idioma do texto original: inglês

reflect

Private reliance mirror. Summarizes how the user worked with AI over the last week (task types, coaching skipped, one-way doors, how well lessons transfer, lessons that keep slipping) and suggests one concrete habit for next week.

Idioma do texto original: inglês

checkup

Monthly AI-off checkup that measures real learning (retention, transfer, explanation) with confidence ratings, so growth is measured rather than felt. About 10 minutes.

Idioma do texto original: inglês

decisions

Decision journal and retrospectives. Lists one-way door decisions the user made, and replays ones that are due for review (what we expected vs what happened) to build calibrated judgment.

Idioma do texto original: inglês

explain-back

Feynman technique. The user explains a topic, change or decision in their own words; Claude finds the gaps, errors and fuzzy parts without rewriting the explanation for them. With no topic, uses the current PR or branch.

Idioma do texto original: inglês

grow

Personal growth plan. Shows the user's growth map (topics they're learning, what's mature, what keeps slipping), sets focus areas for deliberate practice, sets a mentor, and drafts an optional note to share with that mentor.

Idioma do texto original: inglês

learn

Learn from a PR, a branch or a recent change (the default when no topic is given), or learn a topic fast. For a change, it first gathers the full context (commits, PR description, diff), then explains it in plain words so the user can handle similar changes…

Idioma do texto original: inglês

review

Practise past lessons by applying them to NEW scenarios (transfer drills), not by reciting answers. One lesson at a time, a few minutes total; spacing grows as the user shows they can apply it.

Idioma do texto original: inglês

usage

Show what sharp costs in tokens and what it delivered, to judge its return on investment. Reads exact usage from local session transcripts; private to this machine.

Idioma do texto original: inglês

walkthrough

Two-minute guided tour of the latest change so the user understands what changed and why, not just that it works. Before/after behaviour on a concrete example, the few lines that matter and why each exists, a predict-then-reveal question, and an optional…

Idioma do texto original: inglês

change-brief

Write a Change Brief, a compact 6 Ws summary (What, Why, Who, Where, When, How) with the change's Impact and one insight worth remembering, after completing a substantial change or when the user asks what changed, for a PR description, or for the impact of a…

Idioma do texto original: inglês

mode

Show or change sharp's coaching mode (off, light, coach, learn), its detail level (brief, standard, full), or pause coaching with ship mode for a few hours.

Idioma do texto original: inglês

one-way-door

Use before any irreversible or hard-to-reverse action or decision, so a human makes the call. Covers deleting data, destructive migrations, force-pushing shared branches, production deploys, publishing packages, sending messages to customers or outsiders,…

Idioma do texto original: inglês

reasoning-receipt

Explain reasoning from first principles in plain words after resolving a conflict (merge conflicts, contradictory requirements, sources that disagree, competing debugging hypotheses, stakeholder trade-offs) or after giving a non-trivial recommendation, answer…

Idioma do texto original: inglês

your-move-first

Before solving a debugging, design, or unfamiliar-topic task for a user in sharp coach or learn mode, ask for their own quick guess or approach first (generation effect), then solve and compare. Use when sharp's prompt hook suggests it, or when the user says…

Idioma do texto original: inglês