General
PromptBeginner5 minmarkdown
Here is a sensible default format
but use your best judgment:
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Explore
Find agent skills by outcome
104,832 skills indexed with the new KISS metadata standard.
Showing 24 of 104,832Categories: Data & Insights, Coding & Debugging, Cursor-rules, General, Data
General
PromptBeginner5 minmarkdown
Use these patterns when skills need to produce consistent
high-quality output.
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General
PromptBeginner5 minmarkdown
When creating a new skill from scratch
always run the `init_skill.py` script:
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General
PromptBeginner5 minmarkdown
- **Use cases**: Templates
images
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General
PromptBeginner5 minmarkdown
Files not intended to be loaded into context
but rather used within the output Claude produces.
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General
PromptBeginner5 minmarkdown
- **Avoid duplication**: Information should live in either SKILL.md or references files
not both.
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General
PromptBeginner5 minmarkdown
- **Benefits**: Keeps SKILL.md lean
loaded only when Claude determines it's needed
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General
PromptBeginner5 minmarkdown
- **Best practice**: If files are large (>10k words)
include grep search patterns in SKILL.md
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Use cases**: Database schemas
API documentation
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General
PromptBeginner5 minmarkdown
- **Frontmatter** (YAML): Contains `name` and `description` fields. These are the only fields that Claude reads to determine when the skill gets used
thus it is very important to be clear and comprehensive in describing what the skill is
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General
PromptBeginner5 minmarkdown
- **Examples**: `references/finance.md` for financial schemas
`references/mnda.md` for company NDA template
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General
PromptBeginner5 minmarkdown
- **Benefits**: Token efficient
deterministic
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General
PromptBeginner5 minmarkdown
Think of Claude as exploring a path: a narrow bridge with cliffs needs specific guardrails (low freedom)
while an open field allows many routes (high freedom).
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General
PromptBeginner5 minmarkdown
└── assets/ - Files used in output (templates
icons
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General
PromptBeginner5 minmarkdown
**Low freedom (specific scripts
few parameters)**: Use when operations are fragile and error-prone
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Coding & Debugging
PromptBeginner5 minmarkdown
**Medium freedom (pseudocode or scripts with parameters)**: Use when a preferred pattern exists
some variation is acceptable
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General
PromptBeginner5 minmarkdown
**High freedom (text-based instructions)**: Use when multiple approaches are valid
decisions depend on context
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General
PromptBeginner5 minmarkdown
4. Bundled resources - Scripts
references
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General
PromptBeginner5 minmarkdown
3. Domain expertise - Company-specific knowledge
schemas
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General
PromptBeginner5 minmarkdown
Skills are modular
self-contained packages that extend Claude's capabilities by providing
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General
PromptBeginner5 minmarkdown
Skill Creator
---
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General
PromptBeginner5 minmarkdown
implied_action: The subject is in a still moment of deep contemplation
gazing at something unseen off-camera.
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General
PromptBeginner5 minmarkdown
use_case: Training AI models for emotional portrait generation
cinematic lighting styles
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General
PromptBeginner5 minmarkdown
prompt: A dramatic
cinematic close-up portrait of a pensive young man in profile. Intense
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