prompt-doctor

prompt-doctor is a skill for Claude Code from NeverSight/learn-skills.dev. It costs 141 tokens per session (1,666 once invoked), scanned A, original, no licence file.

A guide for writing and improving prompts for language models. It can create prompts, diagnose poor results, and make existing instructions clearer and more focused.

In plain words
What is it for?
Creating prompts, reviewing failed prompts, tightening long instructions, and restructuring or expanding prompt text.
Why use it?
Poorly structured prompts can produce vague or inconsistent results. This helps reduce unnecessary wording and make the intended task easier for a model to follow.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Creating prompts, reviewing failed prompts, tightening long instructions, and restructuring or expanding prompt text.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/neversight/learn-skills.dev/prompt-doctor
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add NeverSight/learn-skills.dev --skill prompt-doctor
Clone the repo
git clone --depth 1 https://github.com/NeverSight/learn-skills.dev

Made for: Claude Code.

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 prompt-doctor

README.md
[![agentmods](https://agentmods.dev/badge/skills/neversight/learn-skills.dev/prompt-doctor/github.svg)](https://agentmods.dev/skills/neversight/learn-skills.dev/prompt-doctor)
Your own site
<a href="https://agentmods.dev/skills/neversight/learn-skills.dev/prompt-doctor"><img src="https://agentmods.dev/badge/skills/neversight/learn-skills.dev/prompt-doctor/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 prompt-doctor

Your own site · 80×15
<a href="https://agentmods.dev/skills/neversight/learn-skills.dev/prompt-doctor"><img src="https://agentmods.dev/badge/skills/neversight/learn-skills.dev/prompt-doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 141 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,666 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 unknown 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 $0.00141 $0.01666
Opus 5.5 $0.00056 $0.00666
Sonnet 5.5 $0.00028 $0.00333
Haiku 4.5 $0.00014 $0.00167

Measured 1mo ago against content hash 315215f0e46f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

prompt-doctor 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 1mo 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.

data/skills-md/0xd669/skills/prompt-doctor/SKILL.md · 118 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

12 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. 1mo ago First seen · 118 lines · 141 tokens per session scan A 315215f0e46f

Subscribe to this mod's changes

prompt-doctor is a skill published in the GitHub repository NeverSight/learn-skills.dev (218 stars, last pushed today), with no licence file. It adds 141 tokens to every session and 1,666 once invoked, about $0.0006 per session on Opus 5.5. 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.

Related

Other skills, from other repositories

developing-genkit-js

Develop AI-powered applications using Genkit in Node.js/TypeScript. Use when the user asks about Genkit, AI agents, flows, or tools in JavaScript/TypeScript, or when encountering Genkit errors, validation issues, type errors, or API problems.

google/skills · 60 tokens

agent-platform-prompt-management

Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform. Don't use for model training, model deployment to endpoints, or managing non-Agent Platform prompts.

google/skills · 55 tokens

ml-kit-genai-prompt-api

Analyzes Android codebases to implement ML Kit GenAI Prompt API. Use this skill to send natural language requests on-device to Gemini Nano, use structured output with Prompt API, implement prefix caching, optimize the current prompt, or apply best practices.".

android/skills · 57 tokens

gemini-api-dev

Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, speech generation (TTS), voice design, voice replication, streaming responses, background research tasks, function calling, structured output, or migrating from…

google-gemini/gemini-skills · 85 tokens

nowait-reasoning-optimizer

Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1, Phi4-Reasoning, Qwen3, Kimi-VL, QvQ), reducing chain-of-thought token usage by 27-51% while preserving accuracy. Triggers on "optimize reasoning", "reduce thinking tokens"…

foryourhealth111-pixel/Vibe-Skills · 110 tokens

huashu-prompt-save

A filing tool that identifies the type of a prompt and saves it under categories such as technical, content, teaching, product, or general.

alchaincyf/huashu-skills · 48 tokens