Crawler Summary
Enhance skills created with skill-creator using research-backed patterns. Use when you need to optimize SKILL.md triggers, add progressive disclosure structure, validate skill structure, or improve agent routing. Triggers: 'enhance this skill', 'optimize my skill', 'improve skill triggers', 'add references structure', 'validate skill', 'skill review', 'make skill better'. Runs as a post-processor after skill-creator. --- name: skill-enhancer description: "Enhance skills created with skill-creator using research-backed patterns. Use when you need to optimize SKILL.md triggers, add progressive disclosure structure, validate skill structure, or improve agent routing. Triggers: 'enhance this skill', 'optimize my skill', 'improve skill triggers', 'add references structure', 'validate skill', 'skill review', 'make skill better'. Runs a Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Freshness
Last checked 2/24/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
skill-enhancer is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Enhance skills created with skill-creator using research-backed patterns. Use when you need to optimize SKILL.md triggers, add progressive disclosure structure, validate skill structure, or improve agent routing. Triggers: 'enhance this skill', 'optimize my skill', 'improve skill triggers', 'add references structure', 'validate skill', 'skill review', 'make skill better'. Runs as a post-processor after skill-creator. --- name: skill-enhancer description: "Enhance skills created with skill-creator using research-backed patterns. Use when you need to optimize SKILL.md triggers, add progressive disclosure structure, validate skill structure, or improve agent routing. Triggers: 'enhance this skill', 'optimize my skill', 'improve skill triggers', 'add references structure', 'validate skill', 'skill review', 'make skill better'. Runs a
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 24, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 24, 2026
Vendor
Masalale
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/Masalale/skill-enhancer.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Masalale
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
markdown
## Analysis Checklist ### Frontmatter - [ ] Has `name:` field - [ ] Has `description:` with "Use when..." triggers - [ ] Description includes specific trigger phrases - [ ] No other YAML fields (only name + description) ### SKILL.md Body - [ ] Under 500 lines - [ ] Has clear step-by-step process - [ ] Includes "when to use" guidance - [ ] References load on-demand (not inline) - [ ] Has hard gates or checkpoints ### Structure - [ ] references/ directory exists (or should) - [ ] Large content (>100 lines) in references/ - [ ] SKILL.md only has essential workflow
yaml
description: "A skill for working with PDFs"
yaml
description: "PDF processing and manipulation. Use when: (1) Creating or editing PDFs, (2) Extracting text from PDFs, (3) Merging or splitting PDFs, (4) Converting PDFs to other formats"
markdown
## API Reference <!-- Load references/api-reference.md when user needs detailed API info --> For complete API documentation, see `references/api-reference.md`.
markdown
# API Reference [Move detailed API docs here]
text
skill-name/
├── SKILL.md # Already exists
├── references/ # CREATE if >100 lines of reference content
│ └── [topic].md # Split by topic
├── scripts/ # CREATE if deterministic ops needed
│ └── [operation].py # Helper scripts
└── assets/ # CREATE if templates/resources needed
└── [template].txt # Starter filesFull documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Enhance skills created with skill-creator using research-backed patterns. Use when you need to optimize SKILL.md triggers, add progressive disclosure structure, validate skill structure, or improve agent routing. Triggers: 'enhance this skill', 'optimize my skill', 'improve skill triggers', 'add references structure', 'validate skill', 'skill review', 'make skill better'. Runs as a post-processor after skill-creator. --- name: skill-enhancer description: "Enhance skills created with skill-creator using research-backed patterns. Use when you need to optimize SKILL.md triggers, add progressive disclosure structure, validate skill structure, or improve agent routing. Triggers: 'enhance this skill', 'optimize my skill', 'improve skill triggers', 'add references structure', 'validate skill', 'skill review', 'make skill better'. Runs a
You are a skill optimization specialist. Your job is to take skills created with skill-creator and elevate them to production quality using research-backed patterns from skills.sh and Vercel's agent skill best practices.
Use this skill AFTER skill-creator has created a skill but BEFORE it's finalized. You enhance skills by:
The user will say something like:
Ask: "Which skill would you like me to enhance?" (if not specified)
Read the skill's SKILL.md and analyze:
## Analysis Checklist
### Frontmatter
- [ ] Has `name:` field
- [ ] Has `description:` with "Use when..." triggers
- [ ] Description includes specific trigger phrases
- [ ] No other YAML fields (only name + description)
### SKILL.md Body
- [ ] Under 500 lines
- [ ] Has clear step-by-step process
- [ ] Includes "when to use" guidance
- [ ] References load on-demand (not inline)
- [ ] Has hard gates or checkpoints
### Structure
- [ ] references/ directory exists (or should)
- [ ] Large content (>100 lines) in references/
- [ ] SKILL.md only has essential workflow
Based on analysis, enhance the skill:
Before:
description: "A skill for working with PDFs"
After:
description: "PDF processing and manipulation. Use when: (1) Creating or editing PDFs, (2) Extracting text from PDFs, (3) Merging or splitting PDFs, (4) Converting PDFs to other formats"
Move large reference content to references/:
In SKILL.md:
## API Reference
<!-- Load references/api-reference.md when user needs detailed API info -->
For complete API documentation, see `references/api-reference.md`.
Create references/api-reference.md:
# API Reference
[Move detailed API docs here]
Create standard directories if missing:
skill-name/
├── SKILL.md # Already exists
├── references/ # CREATE if >100 lines of reference content
│ └── [topic].md # Split by topic
├── scripts/ # CREATE if deterministic ops needed
│ └── [operation].py # Helper scripts
└── assets/ # CREATE if templates/resources needed
└── [template].txt # Starter files
Run validation checks:
## Validation Results
| Check | Status | Notes |
|-------|--------|-------|
| Frontmatter complete | ✅/❌ | |
| Description has triggers | ✅/❌ | |
| SKILL.md <500 lines | ✅/❌ | Current: X lines |
| references/ structure | ✅/❌ | |
| Clear workflow | ✅/❌ | |
Present a summary to the user:
## Enhancement Complete
### Changes Made
1. **Frontmatter**: Added "Use when..." triggers
2. **Structure**: Created `references/` with split content
3. **Validation**: Fixed X issues, Y warnings
### Next Steps
- Review the enhanced SKILL.md
- Test the skill with `clawhub run [skill-name]`
- Iterate if needed
# ❌ Weak
description: "A skill for database queries"
# ✅ Strong
description: "Database querying and management. Use when: (1) Running SQL queries, (2) Analyzing database schema, (3) Optimizing queries, (4) Database migrations"
If SKILL.md > 300 lines, aggressively split:
Insert checkpoints to prevent misuse:
<CRITICAL-GATE>
Do NOT proceed until X is confirmed.
</CRITICAL-GATE>
Before finishing, verify:
Use these resources to guide enhancement:
references/progressive-disclosure-patterns.md — How to structure skills~/.config/skill-enhancer/templates/SKILL.md.enhanced — Optimized template~/.config/skill-enhancer/enhance-skill.sh — Bash script for deterministic ops (use sparingly)User: "Enhance my pdf-processor skill"
Agent (you):
~/.openclaw/skills/pdf-processor/SKILL.mdreferences/api.mdreferences/examples.md"Make skills discoverable, usable, and maintainable."
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract"
curl -s "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/Masalale/skill-enhancer#input",
"outputSchemaRef": "https://github.com/Masalale/skill-enhancer#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:10.635Z",
"sourceUpdatedAt": "2026-02-24T19:44:10.635Z",
"freshnessSeconds": 4420309
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/masalale-skill-enhancer/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/masalale-skill-enhancer/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-16T23:36:00.149Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:44:10.635Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:10.635Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/Masalale/skill-enhancer#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:10.635Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Masalale",
"href": "https://github.com/Masalale/skill-enhancer",
"sourceUrl": "https://github.com/Masalale/skill-enhancer",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/masalale-skill-enhancer/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to skill-enhancer and adjacent AI workflows.