askit-build-samples SKILL.md skillA
askit-build-samples from product-on-purpose/agent-skills-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add product-on-purpose/agent-skills-toolkit/askit-build-samples@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- product-on-purpose/agent-skills-toolkit
- Path
skills/askit-build-samples/SKILL.md- Versions recorded
- 1
- Latest version
- v0.1.0, committed Jun 1, 2026
- Size
- 2,645 bytes
- Repository stars
- 3
- License
- Apache-2.0
Creates and validates a skill's sample sets and eval sets (golden examples, anti-examples, and triggering cases) and detects drift against current behavior. Use when generating samples for a skill, building an eval set, or checking samples for drift.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# askit-build-samples
## Purpose
Author and validate the evidence a skill carries, following the builder pattern ([../../docs/reference/builder-pattern.md](../../docs/reference/builder-pattern.md)). `create` generates a skill's samples (at least 3 golden examples plus at least 1 anti-example, Standard sec 7.2) under `examples/`, and its triggering eval set (at least 20 `{query, should_trigger}` cases, sec 8.3) plus any chain/hook behavior cases under `evals/` in the eval-set format the G3 `library-regression` check and the `askit-evaluate` behavioral mode consume. `validate` detects drift: a sample or eval that no longer matches the skill's current behavior is an error, not a silent staleness. Format and the example-threads convention are in [references/samples-format.md](references/samples-format.md).
## When to use
When generating samples or an eval set for a skill, or checking existing samples and evals for drift after a behavior change.
## create mode
1. Read the target skill (its description, triggers, and behavior).
2. Generate `examples/` golden samples (>= 3 realistic input/output pairs) and an anti-example (>= 1 case the skill should NOT handle), per sec 7.2.
…Read the whole file at its exact version.
How to install
mdr add product-on-purpose/agent-skills-toolkit/askit-build-samples@sha256:ef1726886e257543The line at the top of this page pins the label v0.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vdve43n6qclezfyh)
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Versions
The registry has recorded 1 version of this file, committed on Jun 1, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2645 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
product-on-purpose/agent-skills-toolkit · 3 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vdve43n6qclezfyh GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/agent-skills-toolkit/askit-build-samples GET https://markdownregistry.com/api/v1/blob/ef1726886e257543337fd3f43be9ac947699696c7c1de3f09094632c66783d60
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.