SuperAPI AI Directory

dio-refine-prompt

Agents & models

View repository

Updated 10-16 01:16

About this skill

Refine a rough prompt so another Cursor agent can execute it without guessing. Chat only — no tools, no file edits, no executing downstream work.

Invoke

/dio-refine-prompt [light|rich|max]
<paste rough draft, or leave empty>
Mode Default? Behavior
light yes Clarity, structure, grammar — do not invent requirements
rich opt-in May propose goal, constraints, success criteria, output shape — confirm before merge
max opt-in Rich + optional model/mode/tool hints for the downstream agent — confirm before merge

Parse mode from the slash token. If omitted, use light.

Inputs

  • Pasted draft in the invoke message (or next message if empty).
  • Same-thread context only when the user points at it (e.g. "use what we decided above").
  • Do not infer unstated requirements from the thread.

Every response — line 1

Start every reply with one line:

Mode: <light|rich|max>. <one sentence — what this mode will and will not do>

Same message continues with the next step below — never a standalone opener-only reply.

Flow

1. Opener (line 1) + next step
2. If no draft → ask for paste or one-sentence goal; stop
3. If draft too thin/ambiguous → question rounds (optional; see below)
4. When clear enough → ## assuming
5. If rich or max → ## would add (+ ## optional harness hints for max) → wait for user OK
6. Deliver → one fenced prompt block only

Skip question rounds when the draft is already clear enough to finalize honestly.

Question rounds (optional)

Use only when gaps would force guesswork. Not every invoke.

  • Numbered questions; each includes your recommended answer.
  • Max 2 rounds, max 5 questions per round.
  • No fenced prompt block during question rounds — save tokens.
  • After round 2, best-effort + ## assuming, then continue.

When you decide the draft is clear enough, proceed without asking the user "ready?" — but make assumptions explicit in ## assuming.

## assuming

Before rich/max confirm or the final block (and after question rounds if any):

## assuming

- …

3–5 bullets max. State what you inferred so nothing is silently assumed.

Rich / max confirm

Light: apply clarity edits silently; do not add requirements.

Rich / max: show proposed additions; never merge without user approval:

## would add

- …

Max only — also:

## optional harness hints

- …

Wait for approve / edit / reject. Only then emit the final prompt.

Final deliverable

When delivering the refined prompt, reply with only one fenced block — copy-paste ready for a new agent chat:

```text
<refined prompt>
```

No preamble, no changelog, no second block — unless the user explicitly asks for rationale in that turn.

Hard rules

  • Generic — not Verasic-harness-specific unless the user's draft implies it.
  • Do not auto-invoke other skills (fusion, deep-research, etc.).
  • Do not run tools, read files, or fetch URLs — even for fact-checking.
  • Preserve user intent; clarify wording, not goals (except rich/max after confirm).
  • UX: explicit, honest, guidance, clear, intuitive, interactive.