Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / Product / discovery

Skill Discovery Optimizer

Category: Product  ·  Sub-category: discovery  ·  Last updated:
type:audittype:review
Use only for an existing Agent Skill (a local folder with SKILL.md) whose core behavior already works or is nearly complete. Review and optimize its discovery and routing metadata, test false-positive and false-negative triggers, improve trust and installability, generate English and Chinese release materials, and optionally publish it to the authenticated user's confirmed GitHub repository and verify remote installation and skills.sh listing. Trigger for requests such as "audit my skill before publishing", "reduce false triggers and missed triggers in this SKILL.md", "optimize my skill description and GitHub metadata", "帮我审阅并优化这个 Agent Skill", "减少这个 Skill 的误触发和漏触发", "让其他 Agent 更容易搜到并触发它", or "生成中英文 README 后上传 GitHub". Do not use to build the skill's core functionality, install somebody else's skill, perform generic repository publishing or bilingual README work merely because a project is called a skill, do generic web GEO/SEO, run long-term growth analytics, or publish an MCP server.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Optimize an existing Agent Skill for agent-side discovery, semantic routing, trust, installation, and launch readiness. Treat publishing as an optional final step.

What this skill does

Skill Discovery Optimizer is a community-contributed Claude Code skill in the discovery sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/skill-discovery-optimizer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Skill Discovery Optimizer Claude Code skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 164,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/skill-discovery-optimizer
curl -L https://claudskills.com/skills/skill-discovery-optimizer/SKILL.md \
  -o ~/.claude/skills/skill-discovery-optimizer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/skill-discovery-optimizer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/skill-discovery-optimizer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\skill-discovery-optimizer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Skill Discovery Optimizer Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/skill-discovery-optimizer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Skill Discovery Optimizer skill do?
Use only for an existing Agent Skill (a local folder with SKILL.md) whose core behavior already works or is nearly complete. Review and optimize its discovery and routing metadata, test false-positive and false-negative triggers, improve trust and installability, generate English and Chinese release materials, and optionally publish it to the authenticated user's confirmed GitHub repository and verify remote installation and skills.sh listing. Trigger for requests such as "audit my skill before publishing", "reduce false triggers and missed triggers in this SKILL.md", "optimize my skill description and GitHub metadata", "帮我审阅并优化这个 Agent Skill", "减少这个 Skill 的误触发和漏触发", "让其他 Agent 更容易搜到并触发它", or "生成中英文 README 后上传 GitHub". Do not use to build the skill's core functionality, install somebody else's skill, perform generic repository publishing or bilingual README work merely because a project is called a skill, do generic web GEO/SEO, run long-term growth analytics, or publish an MCP server.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Skill Discovery Optimizer skill?
Use Skill Discovery Optimizer when your Claude Code task falls under the Product category — specifically in the discovery area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Skill Discovery Optimizer" or describe the task and let Claude pick). Browse related skills at /category/product/.
What is a Claude Code skill and how does the Skill Discovery Optimizer skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Skill Discovery Optimizer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Product category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Bing-Bryan. (2026). Skill Discovery Optimizer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/skill-discovery-optimizer/
BibTeX
@misc{skill-discovery-optimizer-2026,
  author    = {Bing-Bryan},
  title     = {Skill Discovery Optimizer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/skill-discovery-optimizer/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/skill-discovery-optimizer.svg)](https://claudskills.com/skills/skill-discovery-optimizer/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/skill-discovery-optimizer.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/skill-discovery-optimizer.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Skill Discovery Optimizer"></iframe>

Security scan

Grade A · scanned 2026-07-29 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/skill-discovery-optimizer/#security)

Free. No spam. Unsubscribe in one click.

More Product skills

Browse all Product skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Product skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore