enhance-prompt

enhance-prompt is a skill for Claude Code, Codex from mhmdreza-rafiei/agent-tools. It costs 121 tokens per session (4,256 once invoked), scanned A, original, MIT.

A prompt-rewriting workflow that turns a casual or unclear request into precise instructions an agent can follow.

In plain words
What is it for?
Use it to improve a prompt manually, automatically, or before carrying out the task described by the prompt.
Why use it?
It reduces ambiguity and preserves important details when the same request needs to work reliably across tools or projects.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents; mentions AGENTS.md.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is node scripts/setup-enhance-prompt/run.mjs . --auto.

Good fit Use it to improve a prompt manually, automatically, or before carrying out the task described by the prompt.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/mhmdreza-rafiei/agent-tools
agentmods
npx agentmods add skills/mhmdreza-rafiei/agent-tools/enhance-prompt

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for enhance-prompt

README.md
[![agentmods](https://agentmods.dev/badge/skills/mhmdreza-rafiei/agent-tools/enhance-prompt/github.svg)](https://agentmods.dev/skills/mhmdreza-rafiei/agent-tools/enhance-prompt)
Your own site
<a href="https://agentmods.dev/skills/mhmdreza-rafiei/agent-tools/enhance-prompt"><img src="https://agentmods.dev/badge/skills/mhmdreza-rafiei/agent-tools/enhance-prompt/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for enhance-prompt

Your own site · 80×15
<a href="https://agentmods.dev/skills/mhmdreza-rafiei/agent-tools/enhance-prompt"><img src="https://agentmods.dev/badge/skills/mhmdreza-rafiei/agent-tools/enhance-prompt.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 121 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,256 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00121 $0.04256
Opus 5 $0.00060 $0.02128
Sonnet 5 $0.00024 $0.00851
Haiku 4.5 $0.00012 $0.00426

Measured 9d ago against content hash a50280c5065f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

enhance-prompt scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/enhance-prompt/SKILL.md · 345 lines

How it starts

The opening of the file, as written. The whole thing — 345 lines — stays where its author put it; the contents beside it link to each section on GitHub.

enhance-prompt

Rewrite the user’s message into a precise, portable agent prompt. Enhance = clarify and structure — never strip user-stated details that affect accuracy. Accuracy first; tokens second (same or better meaning, fewer tokens).

Do not invent requirements or paste workspace-local paths/stack. For shape and examples, open references/TEMPLATE.md and references/SECTIONS.md.

Usage modes

The user picks how the enhanced prompt is delivered. Parse from invocation:

Invocation Mode Behavior
/enhance-prompt or enhance-prompt (no suffix) auto Default. Run passes 0-11; then decide (see auto rules below).
enhance-prompt auto / enhance-prompt auto use auto Same as default.
enhance-prompt manual / enhance-prompt manual use manual Emit the enhanced prompt in chat only. Do not execute the task.
enhance-prompt self / enhance-prompt self use self Enhance internally, then execute the task. Do not paste the full enhanced prompt in chat unless the user also asked to show it (e.g. "and show me the prompt").

Aliases: enhance and use / enhance then do it -> self. just enhance / enhance only -> manual.

Auto mode (default)

After enhancing, choose execute vs emit:

Execute internally (same chat behavior as self) when all are true:

  • The task is actionable in the current workspace (files, repo, or tools the agent can touch now).
  • The user did not ask for a portable prompt for another project, agent, or session.
  • The user did not say "only enhance", "don't run", "manual", or equivalent.
  • No blocking open questions remain (pass 0).

Emit prompt only (same as manual) when any is true:

  • User wants a prompt to paste elsewhere ("for Claude", "for another repo", "copy-ready").
  • Task targets a workspace the agent cannot act in.
  • User said enhance-only / manual / do not execute.
  • Blocking ambiguities need answers before work can start.

Read the full file on GitHub · 345 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 345 lines · 121 tokens per session scan A a50280c5065f

Subscribe to this mod's changes

enhance-prompt is a skill published in the GitHub repository mhmdreza-rafiei/agent-tools (5 stars, last pushed 25d ago), licensed MIT. It adds 121 tokens to every session and 4,256 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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