agent_sync: Skill for Claude Code

.ai/src/skills/prompt-engineering/SKILL.md

prompt-engineering is a skill for Claude Code, Codex from yelmuratoff/agent_sync. It costs 171 tokens per session (4,030 once invoked), scanned B, original, GPL-3.0.

A set of instructions for designing and improving prompts used by language-model coding tools and agents. Prompts are the written directions that tell these tools what to do and how to format their output.

In plain words
What is it for?
Use it to write or refine system prompts, agent roles, commands, rules, and skill descriptions.
Why use it?
It helps address vague, incomplete, incorrectly formatted, or unreliable agent responses.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

This is yelmuratoff/agent_sync's own configuration. It tells Claude Code and Codex how to work on agent_sync itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything agent_sync configures →

Reuse

Borrowing it

Nothing to install: this file belongs to yelmuratoff/agent_sync. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/yelmuratoff/agent_sync/main/.ai/src/skills/prompt-engineering/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/yelmuratoff/agent_sync

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 prompt-engineering

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/yelmuratoff/agent_sync/prompt-engineering"><img src="https://agentmods.dev/badge/skills/yelmuratoff/agent_sync/prompt-engineering.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 171 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,030 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00171 $0.04030
Opus 5.5 $0.00068 $0.01612
Sonnet 5.5 $0.00034 $0.00806
Haiku 4.5 $0.00017 $0.00403

Measured 1mo ago against content hash 7abbefd2748a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

prompt-engineering scanned grade B with 1 finding 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.

Asks the agent to reveal its instructionsmediumSystem prompt leakage

Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.

- **Golden rule**: show your prompt to a colleague with no context. If they'd be confused, the model will be too.
.ai/src/skills/prompt-engineering/SKILL.md · 123 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

3 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 Changed · +5 lines 7abbefd2748a
  2. 2mo ago First seen · 118 lines · 171 tokens per session scan B 58d6a6de399b

Subscribe to this mod's changes

prompt-engineering is a skill published in the GitHub repository yelmuratoff/agent_sync (18 stars, last pushed 1mo ago), licensed GPL-3.0. It adds 171 tokens to every session and 4,030 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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