---
name: skills-best-practices
description: Build high-quality Agent Skills for Claude following official Anthropic best practices. Covers SKILL.md structure, frontmatter, description writing, progressive disclosure, testing, patterns, troubleshooting, and distribution across all surfaces (Claude.ai, Claude Code, API, Agent SDK). Use when creating a skill, reviewing skill quality, debugging why a skill won't trigger, structuring skill directories, or writing skill descriptions.
metadata:
  version: "0.6.2"
  openclaw:
    homepage: https://github.com/tenequm/skills/tree/main/skills/skills-best-practices
    emoji: "📐"
---

# Skills Best Practices

Comprehensive reference for building Agent Skills that follow Anthropic's official guidelines. Skills are folders containing instructions, scripts, and resources that teach Claude how to handle specific tasks. They follow the [Agent Skills open standard](https://agentskills.io).

## Quick Start

A minimal skill is a directory with a `SKILL.md` file:

```
my-skill/
├── SKILL.md          # Required - instructions with YAML frontmatter
├── references/       # Optional - detailed docs loaded on demand
├── scripts/          # Optional - executable code
└── assets/           # Optional - templates, fonts, icons
```

Minimal `SKILL.md`:

```yaml
---
name: my-skill-name
description: What it does. Use when [specific triggers].
---

# My Skill Name

[Instructions here]
```

Only `name` and `description` are required in frontmatter.

## Core Design Principles

### Progressive Disclosure (Most Important)

Skills load information in three levels to minimize token usage:

| Level | When Loaded | Token Cost | Content |
|-------|------------|------------|---------|
| **1: Metadata** | Always (startup) | ~100 tokens | `name` + `description` from frontmatter |
| **2: Instructions** | When skill triggers | <5k tokens (recommended) | SKILL.md body |
| **3: Resources** | As needed | Effectively unlimited | Bundled files, scripts |

Keep SKILL.md under **500 lines**. Move detailed docs to separate files and reference them:

```markdown
## Advanced features
- **Form filling**: See [FORMS.md](FORMS.md)
- **API reference**: See [reference.md](reference.md)
```

Claude reads referenced files only when the task requires them.

### Composability

Skills work alongside other skills. Don't assume yours is the only one loaded.

### Portability

Skills work across Claude.ai, Claude Code, API, and Agent SDK without modification (if dependencies are available).

## Writing the Description (Critical)

The description is the **single most important field** - it determines when your skill activates. Claude uses it to decide relevance from potentially 100+ available skills.

### Rules

- Write in **third person** ("Processes files..." not "I help you process files...")
- Include **WHAT** it does + **WHEN** to use it
- Max 1024 characters, no XML angle brackets
- Be slightly "pushy" - Claude tends to **undertrigger** rather than overtrigger
- Include specific trigger phrases users would naturally say

### Good vs Bad

```yaml
# GOOD - specific, actionable, includes triggers
description: Extract text and tables from PDF files, fill forms, merge
  documents. Use when working with PDF files or when the user mentions
  PDFs, forms, or document extraction.

# BAD - too vague
description: Helps with documents.

# BAD - missing triggers
description: Creates sophisticated multi-page documentation systems.
```

More examples in [references/description-guide.md](references/description-guide.md).

## Frontmatter Reference

### Required Fields

| Field | Rules |
|-------|-------|
| `name` | Kebab-case, max 64 chars, lowercase + numbers + hyphens only. No "claude" or "anthropic" |
| `description` | Non-empty, max 1024 chars, no XML tags. WHAT + WHEN |

The agentskills.io standard and the Claude API require both fields. Claude Code is more lenient: `name` falls back to the directory name, and `description` falls back to the first markdown paragraph. Write both anyway for portability.

The spec also defines optional `license`, `compatibility`, and `metadata` fields. `compatibility` is capped at 500 characters and states environment requirements (intended product, system packages, network access).

### Optional Fields (Claude Code)

| Field | Purpose |
|-------|---------|
| `argument-hint` | Autocomplete hint, e.g. `[issue-number]` |
| `when_to_use` | Extra trigger context, appended to `description` in the skill listing |
| `arguments` | Named positional arguments for `$name` substitution (space-separated string or list) |
| `disable-model-invocation` | `true` = only user can invoke (for deploy, commit) |
| `user-invocable` | `false` = hidden from `/` menu (background knowledge) |
| `allowed-tools` | Pre-approves tools (no permission prompt); space-separated, e.g. `Read Grep Glob`. In the spec allowlist but tagged **(Experimental)** |
| `disallowed-tools` | Removes tools from Claude's pool while the skill is active; clears on your next message |
| `model` | Override model for this skill; accepts `inherit`. Lasts the current turn only |
| `effort` | Override effort level: `low`, `medium`, `high`, `xhigh`, `max` |
| `context` | `fork` = run in isolated subagent |
| `agent` | Subagent type when `context: fork` (e.g. `Explore`, `Plan`) |
| `hooks` | Hooks scoped to this skill's lifecycle |
| `paths` | Glob patterns limiting when skill activates |

> **Publishing caveat:** every field above except `allowed-tools` is Claude Code-specific. They work in Claude Code at runtime, but the **official `agentskills validate` spec validator rejects them** - it allows only `name`, `description`, `license`, `compatibility`, `metadata`, `allowed-tools`, with no relax flag. If your repo or CI runs that validator (most ClawHub-publishing repos do), a skill using these fields fails validation unless you strip them from the copy you validate/publish. The ClawHub registry itself tends to tolerate extra top-level fields on publish, but the reference validator in your pipeline will not. See [Validate Against the Spec](#validate-against-the-spec).

### Naming Conventions

The `name` (and its folder) must: be 1-64 chars; use only lowercase letters, numbers, and hyphens; not start or end with a hyphen; not contain consecutive hyphens (`--`); and match the parent directory name. Anthropic surfaces also reject the reserved words `claude` and `anthropic`.

Prefer **gerund form** for clarity:

- `processing-pdfs`, `analyzing-spreadsheets`, `managing-databases`
- Also acceptable: `pdf-processing`, `process-pdfs`
- Avoid: `helper`, `utils`, `tools`, `documents`

## Structuring Instructions

### Be Concise

Claude is smart. Only add context it doesn't already have:

```markdown
# GOOD (~50 tokens)
## Extract PDF text
Use pdfplumber for text extraction:
```python
import pdfplumber
with pdfplumber.open("file.pdf") as pdf:
    text = pdf.pages[0].extract_text()
```

# BAD (~150 tokens)
## Extract PDF text
PDF files are a common file format containing text and images.
To extract text, you need a library. There are many available...
```

### Avoid Too Many Options

Don't present multiple approaches unless necessary. Give one default with an escape hatch:

```markdown
# BAD: "Use pypdf, or pdfplumber, or PyMuPDF, or pdf2image..."
# GOOD: "Use pdfplumber for text extraction. For scanned PDFs needing
#        OCR, use pdf2image with pytesseract instead."
```

### Set Degrees of Freedom

- **High freedom** (text guidelines): Multiple approaches valid, context-dependent
- **Medium freedom** (pseudocode/templates): Preferred pattern exists, some variation OK
- **Low freedom** (exact scripts): Operations are fragile, consistency critical

### Recommended SKILL.md Structure

```markdown
# Skill Name

## Quick start
[Minimal working example]

## Workflow Decision Tree
[Route to the right approach based on task type]

## Detailed Instructions
[Step-by-step for each workflow]

## Examples
[Concrete input/output pairs]

## Troubleshooting
[Common errors and fixes]
```

### Reference Files

Keep references **one level deep** from SKILL.md. "Depth" means the reference *chain* (a file linking to a file linking to a file), not filesystem nesting - a `references/` subdirectory is fine. In a chain, Claude may preview files with partial reads (`head`) and miss content.

```markdown
# BAD: Too deep
SKILL.md -> advanced.md -> details.md -> actual info

# GOOD: One level
SKILL.md -> advanced.md (contains the info directly)
SKILL.md -> reference.md (contains the info directly)
```

For reference files >100 lines, include a **table of contents** at the top. Watch file *size* too: a single reference of many hundreds of lines defeats progressive disclosure even at one level deep, because Claude loads the whole file for any subtopic. Split large references by subtopic so each task pulls only what it needs.

## Patterns

### Sequential Workflow

```markdown
## Step 1: Analyze input
Run: `python scripts/analyze.py input.pdf`

## Step 2: Validate
Run: `python scripts/validate.py fields.json`
Fix any errors before continuing.

## Step 3: Execute
Run: `python scripts/process.py input.pdf fields.json output.pdf`
```

### Conditional Workflow (Decision Tree)

```markdown
## Workflow Decision Tree
**Creating new content?** -> Follow "Creation workflow"
**Editing existing content?** -> Follow "Editing workflow"
**Reviewing content?** -> Follow "Review workflow"
```

### Feedback Loop

```markdown
1. Make edits
2. Validate: `python scripts/validate.py`
3. If validation fails -> fix issues -> go to step 2
4. Only proceed when validation passes
```

### Checklist Pattern (for complex tasks)

```markdown
Copy this checklist and track progress:
- [ ] Step 1: Analyze input
- [ ] Step 2: Create plan
- [ ] Step 3: Validate plan
- [ ] Step 4: Execute
- [ ] Step 5: Verify output
```

More patterns in [references/patterns.md](references/patterns.md).

## Scripts

When your skill includes executable code:

- **Solve, don't punt**: Handle errors explicitly instead of letting them fail
- **Justify constants**: No magic numbers - document why each value was chosen
- **Prefer execution over loading**: Scripts run without entering context; only output consumes tokens
- **Clarify intent**: "Run `analyze.py`" (execute) vs "See `analyze.py`" (read as reference)
- **List dependencies** in SKILL.md and verify availability

## Testing

### Build Evaluations First

Create evaluations **before** writing extensive instructions - this proves the skill solves a real problem. Run Claude on representative tasks *without* the skill and document the failures; build ~3 scenarios that test those gaps; measure a baseline; then write the minimum instructions needed to pass. Iterate against the baseline.

### Triggering Tests

```
Should trigger:
- "Help me set up a new project in [Service]"
- "I need to create a project" (paraphrased)

Should NOT trigger:
- "What's the weather?" (unrelated)
- "Write Python code" (too generic)
```

### Functional Tests

Test normal operations, edge cases, and out-of-scope requests. Run the same request 3-5 times to check consistency.

### Debug Triggering

Ask Claude: "When would you use the [skill-name] skill?" - it quotes the description back. Adjust based on what's missing.

### Validate Against the Spec

Run the official Agent Skills validator before publishing:

```bash
uvx --from skills-ref agentskills validate path/to/skill
```

Exit 0 means valid. It checks `SKILL.md` format and enforces the spec's strict frontmatter allowlist (`name`, `description`, `license`, `compatibility`, `metadata`, `allowed-tools`). Most registries (e.g. ClawHub) and CI gates run this, so validating locally catches failures early. If you rely on Claude Code-only frontmatter (see the publishing caveat under [Frontmatter Reference](#frontmatter-reference)), strip those fields from the copy you validate.

## Troubleshooting

| Symptom | Cause | Fix |
|---------|-------|-----|
| Skill never loads | Description too vague | Add specific triggers and key terms |
| Skill loads for wrong tasks | Description too broad | Add negative triggers, be more specific |
| Instructions not followed | Too verbose or buried | Put critical instructions at top, use headers |
| Slow/degraded responses | SKILL.md too large | Move content to references/, keep under 500 lines |
| "Could not find SKILL.md" | Wrong filename | Must be exactly `SKILL.md` (case-sensitive) |
| "Invalid skill name" | Spaces or capitals | Use kebab-case: `my-skill-name` |
| Whole skill silently skipped at load | Description exceeds 1024 chars | Trim it - the loader rejects the file, not just the description |
| Frontmatter fails to parse | `Triggers:` (colon-space) or straight `"quotes"` inside an unquoted `description` value | Quote the whole value or remove the colon/quotes |
| A doc example runs a shell command | A `!` directly touching a backticked command executes on load, even inside a code fence | Move the example to `references/` or break the `!`-backtick adjacency (see Security) |

## Distribution

| Surface | How to Deploy |
|---------|--------------|
| Claude.ai | Settings > Features > Upload zip |
| Claude Code (personal) | `~/.claude/skills/<name>/SKILL.md` |
| Claude Code (project) | `.claude/skills/<name>/SKILL.md` |
| Claude Code (plugin) | `<plugin>/skills/<name>/SKILL.md` |
| API | Upload via the Skill Management API, use via the Messages API |
| Enterprise | Managed settings (org-wide) |

Skills don't sync across surfaces - deploy separately to each.

### Using Skills with the API

Custom skills are uploaded through the Skill Management API; `anthropic`-type skills are pre-built by Anthropic. Both are used identically - pass them in the Messages API `container` parameter, each as `{type, skill_id, version}` where `type` is `anthropic` or `custom`. Up to 8 Skills per request, 30 MB max upload (all files combined), and all files must share a common root directory. Requires the code execution tool and the beta headers `code-execution-2025-08-25` and `skills-2025-10-02` (plus `files-api-2025-04-14` for file upload/download).

**Network access differs by surface.** The API code execution environment has **no network access and no runtime package installation** - bundle dependencies or use pre-installed packages. On claude.ai, by contrast, Skills **can** install packages from npm and PyPI and pull from GitHub.

Further API details when you need them: a `pause_turn` stop reason signals a long-running Skill operation to resume; reuse a container across turns via `container.id`; Skill-generated files return `file_id` and are fetched via the Files API; changing the Skills list breaks prompt caching; and Skills are not ZDR-eligible (data is retained per the standard policy).

## Security

- Only use skills from **trusted sources**
- No XML angle brackets in frontmatter (injection risk)
- Audit all bundled scripts and resources before using third-party skills
- Be cautious of skills that fetch from external URLs
- **Documenting the dynamic-injection syntax (a `!` prefix on a backticked command)?** The Claude Code loader executes it even inside a markdown code fence or inline code span - it cannot tell a doc example from a directive. Keep such examples in `references/` files, which are read with the Read tool and never preprocessed, or keep the `!` and the backtick from touching (wrap the `!` in its own code span, as this bullet does) so a meta-skill about skills doesn't run shell commands on load

## Additional References

- [Description writing guide](references/description-guide.md) - detailed examples and anti-patterns
- [Patterns and workflows](references/patterns.md) - advanced patterns with MCP, subagents, iterative refinement
- [Claude Code features](references/claude-code-features.md) - context:fork, dynamic injection, argument substitution
- [Quality checklist](references/checklist.md) - pre-upload validation checklist
- [ClawHub publishing](references/clawhub-publishing.md) - `metadata.openclaw` schema, moderation pipeline, reason codes catalog, pre-publish checklist

## Official Resources

- [Agent Skills Spec](https://agentskills.io/specification)
- [Claude Code Skills Docs](https://code.claude.com/docs/en/skills)
- [API Skills Guide](https://platform.claude.com/docs/en/build-with-claude/skills-guide)
- [Best Practices](https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices)
- [Anthropic Skills Repo](https://github.com/anthropics/skills)
- [Engineering Blog: Agent Skills](https://claude.com/blog/equipping-agents-for-the-real-world-with-agent-skills)
- [Complete Guide PDF](https://resources.anthropic.com/hubfs/The-Complete-Guide-to-Building-Skill-for-Claude.pdf)