Crawler Summary

skill-toon answer-first brief

TOON (Token-Oriented Object Notation) Skill TOON (Token-Oriented Object Notation) Skill This skill provides instructions for reducing token usage by 30-60% when dealing with structured data (JSON, directory structures, API responses). Setup & Installation To minimize command overhead and save tokens, you MUST install the official TOON CLI globally before usage: Guidelines for Agents - **Always optimize JSON**: Convert JSON output to TOON before including it in Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

skill-toon is best for all workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 89/100

skill-toon

TOON (Token-Oriented Object Notation) Skill TOON (Token-Oriented Object Notation) Skill This skill provides instructions for reducing token usage by 30-60% when dealing with structured data (JSON, directory structures, API responses). Setup & Installation To minimize command overhead and save tokens, you MUST install the official TOON CLI globally before usage: Guidelines for Agents - **Always optimize JSON**: Convert JSON output to TOON before including it in

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Lythaeon

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/Lythaeon/skill-toon.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Lythaeon

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# Check if toon is installed, install if missing
toon --version || npm install -g @toon-format/cli

bash

cat data.json | toon

bash

curl -s https://api.example.com/data | toon

bash

curl -s https://api.example.com/data | toon

bash

tree -J path/to/dir | toon

bash

echo '{"key":"value"}' | toon

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

TOON (Token-Oriented Object Notation) Skill TOON (Token-Oriented Object Notation) Skill This skill provides instructions for reducing token usage by 30-60% when dealing with structured data (JSON, directory structures, API responses). Setup & Installation To minimize command overhead and save tokens, you MUST install the official TOON CLI globally before usage: Guidelines for Agents - **Always optimize JSON**: Convert JSON output to TOON before including it in

Full README

TOON (Token-Oriented Object Notation) Skill

This skill provides instructions for reducing token usage by 30-60% when dealing with structured data (JSON, directory structures, API responses).

Setup & Installation

To minimize command overhead and save tokens, you MUST install the official TOON CLI globally before usage:

# Check if toon is installed, install if missing
toon --version || npm install -g @toon-format/cli

Guidelines for Agents

  • Always optimize JSON: Convert JSON output to TOON before including it in your context.
  • Minimize Command Length: Use the direct toon command instead of npx to keep your own prompt usage low.
  • Prefer pipes: Use standard Unix pipes to send data directly to the toon converter.

Commands & Usage

1. Reading JSON Files

Instead of reading raw JSON, pipe it to toon.

cat data.json | toon

2. Fetching APIs

Pipe external API responses directly into toon.

curl -s https://api.example.com/data | toon

Supports all curl flags (e.g., -X POST, -H "Authorization: ...").

3. Listing Directory Structures

Use tree -J or any JSON-outputting tool and pipe to toon.

tree -J path/to/dir | toon

4. Converting In-Line Data

To compress a JSON string for your context:

echo '{"key":"value"}' | toon

Why install TOON?

  • Command Token Savings: toon is shorter than npx @toon-format/cli, saving tokens every time you run a command.
  • Execution Speed: Local installation is significantly faster than on-demand fetching.
  • Readability: TOON is designed to be highly readable for LLMs.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/snapshot"
curl -s "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/contract"
curl -s "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

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

OPENCLAW
GITHUB_REPOScherry-studio

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

MCPOPENCLAW
GITHUB_REPOSAionUi

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

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/lythaeon-skill-toon/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/lythaeon-skill-toon/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/lythaeon-skill-toon/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:36:45.550Z"
    }
  },
  "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"
    },
    {
      "key": "all",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:all|supported|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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Lythaeon",
    "href": "https://github.com/Lythaeon/skill-toon",
    "sourceUrl": "https://github.com/Lythaeon/skill-toon",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:26:56.177Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:26:56.177Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/lythaeon-skill-toon/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
  }
]

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