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Skill Updater

skill-liuyihey-auto-agent-skills-skill-updater · by LiuYihey

Guide for improving existing AI agent skills based on execution feedback. Use this skill when a skill didn't execute smoothly, when the user wants to improve a skill after using it, or when iterating on skill quality based on real usage.

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Install

$ agentstack add skill-liuyihey-auto-agent-skills-skill-updater

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Skill Updater

This skill guides you through improving existing skills based on execution feedback and real-world usage.

When to Update a Skill

Update a skill when:

  • Execution wasn't smooth (errors, workarounds needed)
  • Instructions were unclear or incomplete
  • Edge cases weren't handled
  • Better patterns were discovered during use
  • User explicitly requests improvements

Update Workflow

Step 1: Diagnose the Issue

Analyze what went wrong:

| Issue Type | Symptoms | Solution | |------------|----------|----------| | Missing steps | Had to improvise mid-task | Add the missing instructions | | Unclear instructions | Misinterpreted what to do | Rewrite with concrete examples | | Edge case | Failed on specific input | Add conditional handling | | Outdated info | Commands/APIs changed | Update to current versions | | Over-specified | Too rigid for variations | Add flexibility guidance | | Under-specified | Too vague, inconsistent results | Add specific constraints |

Step 2: Locate the Skill

Find the skill file:

~/.autoskills/personal-skills//SKILL.md

Or use the MCP tool:

get_skill(name: "")

Step 3: Apply Targeted Fixes

Principle: Make minimal, focused changes. Don't rewrite the entire skill.

For Missing Steps

Add the step in the correct sequence:

## Instructions
1. Existing step
2. **NEW: Handle edge case X**
3. Existing step
For Unclear Instructions

Replace vague guidance with concrete examples:

Before:

Configure the settings appropriately.

After:

Configure settings in config.json:
```json
{
  "timeout": 30000,
  "retries": 3
}

#### For Edge Cases

Add conditional handling:
```markdown
## Instructions
1. Check input type:
   - **If JSON file**: Parse with `JSON.parse()`
   - **If YAML file**: Use `yaml.safe_load()`
   - **If unknown**: Detect format from content
For Outdated Information

Update commands/APIs to current versions:

Step 4: Update Metadata

If the skill's scope changed, update the frontmatter:

---
name: skill-name
description: Updated description reflecting new capabilities or triggers
---

Step 5: Verify the Update

After updating, mentally trace through the skill with the original failing scenario:

  • Would the new instructions handle it correctly?
  • Are there other similar edge cases to consider?

Step 6: Save the Update

Use the MCP tool to persist changes:

update_skill(
  name: "",
  description: "...",  // if changed
  instructions: "..."  // updated content
)

Update Patterns

Pattern: Add Error Handling

## Instructions
1. Run the command:
   ```bash
   npm install package
   ```
   
   **If installation fails**:
   - Check Node.js version: `node --version` (requires v18+)
   - Clear cache: `npm cache clean --force`
   - Try with legacy peer deps: `npm install --legacy-peer-deps`

Pattern: Add Alternatives

## Instructions
1. Create the component:
   
   **Option A (Recommended)**: Use the CLI
   ```bash
   npx create-component MyComponent
   ```
   
   **Option B (Manual)**: Create files directly
   - Create `MyComponent.tsx`
   - Create `MyComponent.css`

Pattern: Add Validation

## Instructions
1. Before proceeding, verify:
   - [ ] Input file exists and is readable
   - [ ] Output directory has write permissions
   - [ ] Required dependencies are installed

2. If any check fails, report the specific issue before continuing.

Quality Checklist for Updates

  • [ ] Fix addresses the root cause, not symptoms
  • [ ] Change is minimal and focused
  • [ ] No existing functionality broken
  • [ ] Edge case is now handled
  • [ ] Instructions remain clear and actionable
  • [ ] Version/date noted if significant change

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.