tiling-tree SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

tiling-tree from oaustegard/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add oaustegard/claude-skills/tiling-tree@v1.1.1

Pins v1.1.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
oaustegard/claude-skills
Path
plugins/ai-and-reasoning/skills/tiling-tree/SKILL.md
Versions recorded
3
Latest version
v1.1.1, committed Oct 11, 2026
First version recorded
Jul 7, 2026
Size
3,862 bytes
Repository stars
158
License
MIT

Exhaustive problem space exploration using the MIT Synthetic Neurobiology "tiling tree" method. Partitions a problem into MECE (Mutually Exclusive, Collectively Exhaustive) subsets recursively via parallel subagents, then evaluates leaf ideas against specified criteria. Use when users say "tiling tree", "tile the solution space", "exhaustively explore approaches to", "what are all the ways to", or request a MECE breakdown of a problem. Requires orchestrating-chat-agents skill.

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

# Tiling Tree

Implements the MIT Synthetic Neurobiology tiling tree method: recursively partition a problem space into non-overlapping, collectively exhaustive subsets until reaching actionable leaf ideas, then evaluate those leaves.

## Core Concept

The method's power comes from MECE splits forcing exploration of unfamiliar territory. A split is only valid when you can state precisely what each branch **excludes** — if you can't, the criterion is too vague and branches will overlap.

Key insight from the source method: always look for the "third option" that falls outside an obvious binary split. The bloodstream-secretion approach to neural recording only emerged because "wired vs. wireless" was defined precisely enough to reveal it covered neither case.

## When to Use

- "What are all the ways we could solve X?"
- "Apply the tiling tree method to Y"
- "Exhaustively map the solution space for Z"
- Any request for MECE decomposition of a problem domain

## Setup

Requires `orchestrating-chat-agents` skill to be installed. Load it first:

```python
import sys
sys.path.insert(0, '/mnt/skills/user/orchestrating-chat-agents/scripts')
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add oaustegard/claude-skills/tiling-tree@sha256:563fb67ac6d6dfe5

The line at the top of this page pins the label v1.1.1, 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_xwoubgxsyzrxrp7w.svg)](https://markdownregistry.com/a/art_xwoubgxsyzrxrp7w)

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

Versions

The registry has recorded 3 versions of this file, between Jul 7, 2026 and Oct 11, 2026, about one every 48 days.

versioncommittedcommitsizeaudit
v1.1.1 latest2026-10-11 063028d 3,862 BA view · diff
v1.1.02026-10-07 87f7fec 3,842 BA view · diff
v1.0.12026-07-07 6154d36 3,842 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 (3862 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

oaustegard/claude-skills · 158 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xwoubgxsyzrxrp7w
GET https://markdownregistry.com/api/v1/resolve?ref=oaustegard/claude-skills/tiling-tree
GET https://markdownregistry.com/api/v1/blob/563fb67ac6d6dfe5d7f404a22956d02bffdc2f02a1a9ee8a0b1cbadf4c1953c9

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.

More from oaustegard/claude-skills

AGENTS.md AGENTS.md file
oaustegard/claude-skills · AGENTS.md
git:20260529.cbbffef · audit A · 158 stars
CLAUDE.md CLAUDE.md file
oaustegard/claude-skills · CLAUDE.md
git:20260529.cbbffef · audit A · 158 stars
accessing-github-repos SKILL.md skill
oaustegard/claude-skills · accessing-github-repos/SKILL.md · GitHub repository access in containerized environments using REST API and credential detection. Use when git clone…
v2.0.0 · audit A · 158 stars
agent-routing SKILL.md skill
oaustegard/claude-skills · agent-routing/SKILL.md · Decide which model, effort level, and cascade shape each subagent gets, and how to keep improvement loops safe…
v2.8.0 · audit A · 158 stars
animating-with-code SKILL.md skill
oaustegard/claude-skills · animating-with-code/SKILL.md · Make a short animated film by writing the drawing code yourself: every frame a pure function of time, rendered…
v0.1.0 · audit A · 158 stars
api-credentials SKILL.md skill
oaustegard/claude-skills · api-credentials/SKILL.md · Securely manages API credentials for multiple providers (Anthropic Claude, Google Gemini, GitHub). Use when skills need…
v0.0.4 · audit A · 158 stars
asking-questions SKILL.md skill
oaustegard/claude-skills · asking-questions/SKILL.md · Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require…
v1.0.7 · audit A · 158 stars
assessing-impact SKILL.md skill
oaustegard/claude-skills · assessing-impact/SKILL.md · Pre-change blast-radius report for a symbol or file. Walks tree-sitting references, augments with a plain-text scan…
v0.1.1 · audit A · 158 stars
atprotoing SKILL.md skill
oaustegard/claude-skills · atprotoing/SKILL.md · Read Bluesky/ATProto without depending on Bluesky's AppView — interactions on a user's posts, thread replies, any…
v0.3.0 · audit A · 158 stars
bm25 SKILL.md skill
oaustegard/claude-skills · bm25/SKILL.md · Ranked content search over a text corpus you point it at, using BM25 (via xhluca/bm25s). Corpus-agnostic: cloned repos…
v0.2.1 · audit A · 158 stars
browsing-bluesky SKILL.md skill
oaustegard/claude-skills · browsing-bluesky/SKILL.md · Browse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and…
v0.7.1 · audit A · 158 stars
building-github-index-v2 SKILL.md skill
oaustegard/claude-skills · building-github-index-v2/SKILL.md · DEPRECATED - Use building-github-index instead. Superseded per-file GitHub API implementation of progressive disclosure…
v2.0.2 · audit A · 158 stars

Every file in oaustegard/claude-skills

Other files named tiling-tree

tiling-tree SKILL.md skill
oaustegard/claude-skills · tiling-tree/SKILL.md · Exhaustive problem space exploration using the MIT Synthetic Neurobiology "tiling tree" method. Partitions a problem…
v1.1.1 · audit A · 158 stars

Browse by kind, by grade A, or by owner.