Atlas / Skills / galaxy-dawn / Skill Improver

Skill ImproverSAFE

skills/galaxy-dawn/skill-improver

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.0.0
Hosts
—
License
MIT
Stars
5,693
01

Overview

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

Read from source at commit 29ad4d4206fbOBSERVED · 2026-10-07
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: skill-improver
description: This skill should be used when the user asks to "apply skill improvements", "update skill from plan", "execute improvement plan", "fix skill issues", "implement skill recommendations", or mentions applying improvements from quality review reports. Reads improvement-plan-{name}.md files generated by skill-quality-reviewer and intelligently merges and executes the suggested changes to improve Claude Skills quality.
version: 1.0.0
---

# Skill Improver

Execute improvement plans generated by `skill-quality-reviewer` to automatically update and fix issues in Claude Skills.

## Core Workflow

```
Read improvement-plan-{name}.md
    ↓
Parse improvement items (High/Medium/Low priority)
    ↓
Group changes by file
    ↓
Detect and resolve conflicts
    ↓
Backup original files
    ↓
Execute updates (Edit or Write tools)
    ↓
Verify results
    ↓
Generate update-report
```

## When to Use

**Trigger phrases:**
- "Apply improvements from improvement-plan-git-workflow.md"
- "Update my skill based on the quality report"
- "Execute the improvement plan for api-helper"
- "Fix the issues identified in quality review"

**Use this skill when:**
- Applying improvements from an improvement plan
- Updating a skill based on quality review feedback
- Executing recommended fixes from `skill-quality-reviewer`
- Implementing structured improvements to skill documentation

## Step-by-Step Guide

### Step 1: Load the Improvement Plan

Read the `improvement-plan-{skill-name}.md` file generated by `skill-quality-reviewer`.

```bash
# Plan is typically in current directory
ls improvement-plan-*.md

# Or specify full path
read /path/to/improvement-plan-my-skill.md
```

**Validate the plan:**
- File exists and is readable
- Contains priority sections (High/Medium/Low)
- Has structured improvement items
- Includes file paths and suggested changes

See `references/plan-format.md` for detailed plan structure.

### Step 2: Parse and Group Changes

Extract all improvement suggestions and organize by target file.

**Extract from each item:**
- File path (e.g., `SKILL.md:line:line` or `references/file.md`)
- Dimension (Description Quality, Content Organization, etc.)
- Impact (+X points)
- Current content
- Suggested content
- Reason for change

**Build update queue:**
```
by_file = {
  "SKILL.md": [change1, change2, ...],
  "references/guide.md": [change3, ...],
  "examples/demo.md": [change4, ...],
}
```

### Step 3: Detect and Resolve Conflicts

Check for conflicts when multiple changes affect the same content.

**Resolution strategy:**
1. High priority takes precedence over medium/low
2. If same priority, preserve first change
3. Flag conflicts for manual review
4. Document resolution in update report

See `references/merge-strategies.md` for detailed merge logic.

### Step 4: Sort by Priority

Order changes by priority within each file.

**Priority order:**
1. High Priority (execute first)
2. Medium Priority (execute second)
3. Low Priority (execute last)

### Step 5: Backup and Execute

**Backup location:** `~/.claude/skills/backup/{skill-name}-{timestamp}/`

```bash
# Use backup script
~/.claude/skills/skill-improver/scripts/backup-skill.sh <skill-path>
```

**Apply changes:**
- Use Edit tool for existing content
- Use Write tool for new files
- Verify each change was applied

### Step 6: Verify and Report

**Verification checks:**
1. YAML syntax valid
2. All modified files exist and are valid
3. New files were created successfully
4. No unintended changes occurred

```bash
# Use verify script
~/.claude/skills/skill-improver/scripts/verify-update.sh <skill-path>
```

**Generate update-report-{skill-name}-{timestamp}.md** documenting:
- Summary (files modified, files created, total changes)
- Changes Applied (per-file breakdown)
- Quality Improvement (before/after scores)
- Verification Results
- Backup Location

See `examples/update-report-example.md` for report template.

## Priority Handling

### High Priority
Execute first. These typically address:
- Critical description issues
- Major writing style problems
- Missing structural elements
- Security-related concerns

### Medium Priority
Execute after High. These typically address:
- Content organization improvements
- Additional examples
- Documentation enhancements

### Low Priority
Execute last. These typically address:
- Minor clarifications
- Nice-to-have improvements
- Polish and refinement

## Integration with Skill Quality Reviewer

This skill works seamlessly with `skill-quality-reviewer`:

```
Current Skill (67/100 D+)
    ↓ [skill-quality-reviewer]
Improvement Plan
    ↓ [skill-improver]
Improved Skill (87/100 B+)
    ↓ [skill-quality-reviewer]
Quality Report (validation)
```

**Iterate until desired quality level reached.**

## Additional Resources

### Reference Files

- **`references/plan-format.md`** - Improvement plan file structure and format
- **`references/merge-strategies.md`** - Detailed merge algorithms and conflict resolution
- **`references/error-handling.md`** - Error handling strategies
- **`references/supported-updates.md`** - Supported update types with examples

### Example Files

- **`examples/improvement-plan-example.md`** - Sample improvement plan
- **`examples/update-report-example.md`** - Sample update report

### Scripts

- **`scripts/backup-skill.sh`** - Create backup of skill before updates
- **`scripts/verify-update.sh`** - Verify skill integrity after updates

## Best Practices

### Before Applying Updates

1. **Review the improvement plan** - Understand what will change
2. **Verify backup location** - Ensure backups can be restored
3. **Check for manual changes** - Note any uncommitted local modifications
4. **Estimate impact** - Review expected quality improvement

### During Update Execution

1. **Process in priority order** - High → Medium → Low
2. **Verify after each file** - Check updates were applied correctly
3. **Log all changes** - Document what was modified
4. **Handle conflicts gr
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha 29ad4d4206fbfull audit observations/trust-audit/skill/galaxy-dawn__skill-improver.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-0729ad4d4206fbSAFEB89first audit
05

Questions

What does the Skill Improver skill do?

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

Is Skill Improver safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Skill Improver access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (29ad4d4206fb), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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