anti-slop
Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language,…
Automatically discover product management skills when working with product management, roadmap, user stories, prioritization, metrics, or product strategy. Activates for product development tasks.
$ npx -y skills add rand/cc-polymath --skill discover-product --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/discover-productContext preview
The summary Claude sees to decide when to auto-load this skill.
Automatically discover product management skills when working with product management, roadmap, user stories, prioritization, metrics, or product strategy. Activates for product development tasks.
name: discover-product description: Automatically discover product management skills when working with product management, roadmap, user stories, prioritization, metrics, or product strategy. Activates for product development tasks. license: MIT metadata: author: rand version: "4.0" compatibility: Designed for Claude Code. Compatible with any agent supporting the Agent Skills format.
Provides automatic access to comprehensive product skills.
This skill auto-activates when you're working with:
The Product category contains 15 skills across 3 subcategories:
**Product (4 skills):** 1. **prd-requirements-gathering** 2. **prd-structure-templates** 3. **prd-technical-specifications** 4. **prd-user-stories-acceptance**
**Collaboration (6 skills):** See `../collaboration/INDEX.md` **Workflow (5 skills):** See `../workflow/INDEX.md`
Read ../product/INDEX.md Read ../collaboration/INDEX.md Read ../workflow/INDEX.md
This gateway skill enables progressive loading:
1. **Auto-activation**: This skill loads automatically when Claude Code detects product work 2. **Browse skills**: Run `Read ../product/INDEX.md` for full category overview 3. **Load specific skills**: Use bash commands above to load individual skills
**Next Steps**: Run `Read ../product/INDEX.md` to see full category details.
Context-efficient development knowledge via progressive skill discovery
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