Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/indate/devharness/toongit clone --depth 1 https://github.com/InDate/devharnessWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00469 |
| Opus 5 | $0.00000 | $0.00234 |
| Sonnet 5 | $0.00000 | $0.00094 |
| Haiku 4.5 | $0.00000 | $0.00047 |
Grade A, and why
toon scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
TOON (Token-Oriented Object Notation)
A lightweight data format designed to minimize token usage when passing structured data to LLMs.
Syntax Reference
| Type | Syntax | Example |
|---|---|---|
| Key-value | key:value; |
name:Luna;age:3 |
| Spaces in values | (...) |
title:(Chief Snack Manager) |
| Arrays (unordered) | [item|item] |
pets:[cat|dog|ferret] |
| Lists (ordered) | <item|item> |
shopping:<milk|eggs|bread> |
| Nested objects | {...} |
user:{name:Luna;stats:{speed:9;stealth:10}} |
Rules
- Key-value pairs separated by semicolons
- No quotes needed for simple strings
- Use parentheses
()for values containing spaces or special characters - Arrays
[]for unordered collections, Lists<>for ordered sequences - Pipe
|separates items in arrays/lists - Curly braces
{}for nested structures
Examples
Simple object:
name:Luna;age:3;color:silver
With spaces:
name:Luna;title:(Chief Snack Manager);active:true
With array:
name:Luna;pets:[cat|dog|ferret];active:true
Nested:
user:{name:Luna;stats:{speed:9;stealth:10}};timestamp:123456
When to Use
- Data passed directly into LLM prompts
- Internal tool outputs within AI workflows
- RAG systems and metadata encoding
- Bulk classification tasks
- Scenarios prioritizing compactness over schema validation
When NOT to Use
- Public APIs (use JSON)
- External systems requiring schema validation
- Anywhere standardized formats are required
Token Efficiency
~58% reduction compared to JSON (26 tokens → 11 tokens for equivalent data).
Use TOON format when the user requests token-efficient data representation or when outputting structured data that will be consumed by LLMs.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 67 lines · 0 tokens per session scan A 4ca569e77e1c
toon is a command published in the GitHub repository InDate/devharness (16 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 469 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
qa
Dispatch a verifiable browser task to the qa-tester subagent. Use for regression checks, smoke tests, and any task with a clean pass/fail outcome. Supports an EXHAUSTIVE mode that verifies every control behind an honesty gate.
checkpoint
Write a new link in the continuum chain summarizing decisions/changes since the last link.
dream
Roll up the last N links into a single phase-digest link; originals move to archived/ (never deleted).
review-session
Arm-2 — critique the current/last session for efficiency & quality, emit a Zone-A distillation, offer a deliberate GitHub feedback report.
feedback
File a plugin-capability-gap note, or flush queued notes to GitHub issues.
telemetry
Inspect, opt in/out of, and audit mochi's anonymous usage telemetry.