Home / yaoapp / yao · tools/skills/yao-decision/SKILL.md · GitHub

yao-decision skillA

yao-decision is agent-read markdown (skill) from yaoapp/yao: Typed decision expert. ALWAYS invoke this skill when you need structured classification, scoring, or probability estimation — routing tickets, grading content, detecting intent, or any task requiring typed answers with calibrated confidence..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Decision Tools

Use these tools when you need structured, typed decisions rather than free-form LLM text. Decision models return machine-readable answers with probabilities and confidence scores.

## decision_decide

Send a state (context) and one or more typed questions to a decision model.

### Question Types

| Type | Purpose | Criteria | Answer Fields |
|------|---------|----------|---------------|
| `choice` | Classify into one of N options | `{option: description}` map | `choice`, `probabilities`, `confidence` |
| `score` | Rate on a scale | `[level_labels]` array | `score`, `legend`, `probabilities`, `confidence` |
| `noul` | Estimate a probability (0-1) | _(none)_ | `noul` |

### Basic usage (choice + noul):
```bash
tai tool decision_decide --state "Customer says: my billing is wrong, I was charged twice" --questions '{"department":{"type":"choice","instructions":"Route to the right department","criteria":{"billing":"Payment issues","technical":"Product bugs","sales":"Purchase inquiries"}},"is_urgent":{"type":"noul","instructions":"Is this urgent?"}}'
```

### With score question:
```bash
…

Read the whole file at its exact version.

How to install

Latest version
mdr add yaoapp/yao/yao-decision@git:20260922.00b711e
Exact content
mdr add yaoapp/yao/yao-decision@sha256:b4b5a25e5988976e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Versions

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git:20260922.00b711e latest2026-09-22 00b711e 5,042 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5042 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

yaoapp/yao · 8,006 stars · license NOASSERTION · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_54lk4pnh76fgy5vf
GET https://markdownregistry.com/api/v1/resolve?ref=yaoapp/yao/yao-decision
GET https://markdownregistry.com/api/v1/blob/b4b5a25e5988976e649047442ff099af764cb4fb0a5a69a223f7e99fb64a0fdc

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