planning SKILL.md skillA

planning from smart-ai-memory/attune-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add smart-ai-memory/attune-ai/planning@git:20260907.9249c74

Pins git:20260907.9249c74 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
smart-ai-memory/attune-ai
Path
.agents/skills/planning/SKILL.md
Versions recorded
9
Latest version
git:20260907.9249c74, committed Sep 7, 2026
First version recorded
Mar 29, 2026
Size
5,908 bytes
Repository stars
11
License
Apache-2.0

High-level development planning — features, TDD, architecture review. Triggers on: plan, feature, architecture, design, TDD, strategy.

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

# Planning

## Prompt refinement before scoping

Use the current turn's Attune refinement hook result, or call
`prompt_refinement(action="status")` if none was supplied. Follow its shared
policy to gather material missing context and incorporate answers into the
working prompt. If the user asks only to polish a prompt, return that prompt
without entering plan execution. An opt-out suppresses optional refinement,
not clarification needed for the actual planning task. Never restart intake
for a user's answer or correction, and never duplicate questions already asked
by refinement. Enable/disable only on the user's explicit request; a one-time
skip does not change the saved preference.

This skill fallback reaches planning invocations. Automatic delivery across
all messages requires a host that runs the plugin hook or follows MCP server
instructions; installing a skill alone does not establish that behavior.

**IMPORTANT: Start your response with a context preamble.**

Call `help_lookup(topic="spec-engine", mode="preamble")` and
display the returned `preamble` text as a blockquote. Then
tell the user they can say "tell me more" for a step-by-step
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add smart-ai-memory/attune-ai/planning@sha256:cbcee8ca7dff2c03

The line at the top of this page pins the label git:20260907.9249c74, 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_3umjrfkbxpyaby3g.svg)](https://markdownregistry.com/a/art_3umjrfkbxpyaby3g)

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

Versions

The registry has recorded 9 versions of this file, between Mar 29, 2026 and Sep 7, 2026, about one every 20 days.

versioncommittedcommitsizeaudit
git:20260907.9249c74 latest2026-09-07 9249c74 5,908 BA view · diff
git:20260907.7bdf4112026-09-07 7bdf411 5,578 BA view · diff
git:20260907.ea3a6dc2026-09-07 ea3a6dc 4,754 BA view · diff
git:20260907.44ea54f2026-09-07 44ea54f 3,427 BA view · diff
git:20260628.0393a842026-06-28 0393a84 2,519 BA view · diff
git:20260623.4d8680a2026-06-23 4d8680a 1,906 BA view · diff
git:20260406.799b6b72026-04-06 799b6b7 1,726 BA view · diff
git:20260403.5827f352026-04-03 5827f35 1,445 BA view · diff
git:20260329.107e82c2026-03-29 107e82c 1,398 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 (5908 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

smart-ai-memory/attune-ai · 11 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3umjrfkbxpyaby3g
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/planning
GET https://markdownregistry.com/api/v1/blob/cbcee8ca7dff2c03afbf894fc922ec44a08f34e92e9e8148f1c06554b3aeef78

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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Every file in smart-ai-memory/attune-ai

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