prompt-optimizer SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
prompt-optimizer from frankxai/agentic-creator-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add frankxai/agentic-creator-os/prompt-optimizer@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- frankxai/agentic-creator-os
- Path
.claude/skills/prompt-optimizer/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Mar 28, 2026
- Size
- 16,228 bytes
- Repository stars
- 12
- License
- Apache-2.0
Analyze raw prompts, identify intent and gaps, match ECC components (skills/commands/agents/hooks), and output a ready-to-paste optimized prompt. Advisory role only — never executes the task itself. TRIGGER when: user says "optimize prompt", "improve my prompt", "how to write a prompt for", "help me prompt", "rewrite this prompt", or explicitly asks to enhance prompt quality. Also triggers on Chinese equivalents: "优化prompt", "改进prompt", "怎么写prompt", "帮我优化这个指令". DO NOT TRIGGER when: user wants…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Prompt Optimizer Analyze a draft prompt, critique it, match it to ECC ecosystem components, and output a complete optimized prompt the user can paste and run. ## When to Use - User says "optimize this prompt", "improve my prompt", "rewrite this prompt" - User says "help me write a better prompt for..." - User says "what's the best way to ask Claude Code to..." - User says "优化prompt", "改进prompt", "怎么写prompt", "帮我优化这个指令" - User pastes a draft prompt and asks for feedback or enhancement - User says "I don't know how to prompt for this" - User says "how should I use ECC for..." - User explicitly invokes `/prompt-optimize` ### Do Not Use When - User wants the task done directly (just execute it) - User says "优化代码", "优化性能", "optimize this code", "optimize performance" — these are refactoring tasks, not prompt optimization - User is asking about ECC configuration (use `configure-ecc` instead) - User wants a skill inventory (use `skill-stocktake` instead) - User says "just do it" or "直接做" ## How It Works **Advisory only — do not execute the user's task.** Do NOT write code, create files, run commands, or take any implementation …
Read the whole file at its exact version.
How to install
mdr add frankxai/agentic-creator-os/prompt-optimizer@sha256:645df8819e848ddcThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_36iudnmgnyv66bod)
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Versions
The registry has recorded 1 version of this file, committed on Mar 28, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16228 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
frankxai/agentic-creator-os · 12 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_36iudnmgnyv66bod GET https://markdownregistry.com/api/v1/resolve?ref=frankxai/agentic-creator-os/prompt-optimizer GET https://markdownregistry.com/api/v1/blob/645df8819e848ddc131b7c61e87a99bdab15f2098a83a6dcabf44e155846e293
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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