ai SKILL.md skillA

ai from anantys-oss/koan is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add anantys-oss/koan/ai@v1.1.0

Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
anantys-oss/koan
Path
koan/skills/core/ai/SKILL.md
Versions recorded
5
Latest version
v1.1.0, committed May 23, 2026
First version recorded
Feb 8, 2026
Size
1,009 bytes
Repository stars
47
License
GPL-3.0

Queue an AI exploration mission for a project.

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.

How to install

The exact contents, by fingerprint
mdr add anantys-oss/koan/ai@sha256:01117fe8d73143d9

The line at the top of this page pins the label v1.1.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_glg7vn3lwlj674pw.svg)](https://markdownregistry.com/a/art_glg7vn3lwlj674pw)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Feb 8, 2026 and May 23, 2026, about one every 26 days.

versioncommittedcommitsizeaudit
v1.1.0 latest2026-05-23 49cd85c 1,009 BA view · diff
v1.0.02026-03-29 f4173bd 694 BA view · diff
v1.0.02026-03-11 bc9d3c7 683 BA view · diff
v1.0.02026-02-09 b81df91 670 BA view · diff
v1.0.02026-02-08 8f3ddce 653 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (1009 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

anantys-oss/koan · 47 stars · license GPL-3.0 · pushed 2026-10-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_glg7vn3lwlj674pw
GET https://markdownregistry.com/api/v1/resolve?ref=anantys-oss/koan/ai
GET https://markdownregistry.com/api/v1/blob/01117fe8d73143d92381b2b0e3640c0856823c8ff33ae1c87f3d2b8a6fcff52e

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.

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speckit-analyze SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-analyze/SKILL.md · Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after…
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speckit-checklist SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-checklist/SKILL.md · Generate a custom checklist for the current feature based on user requirements.
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speckit-clarify SKILL.md skill
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speckit-constitution SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-constitution/SKILL.md · Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent…
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speckit-converge SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-converge/SKILL.md · Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new…
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speckit-implement SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-implement/SKILL.md · Execute the implementation plan by processing and executing all tasks defined in tasks.md
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speckit-plan SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-plan/SKILL.md · Execute the implementation planning workflow using the plan template to generate design artifacts.
git:20260710.a96f814 · audit A · 47 stars
speckit-specify SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-specify/SKILL.md · Create or update the feature specification from a natural language feature description.
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speckit-tasks SKILL.md skill
anantys-oss/koan · .claude/skills/speckit-tasks/SKILL.md · Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
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speckit-taskstoissues SKILL.md skill
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Every file in anantys-oss/koan

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