Agent skill

Propagate Change

by Abilityai in Abilityai/cornelius

Propagate staleness from a changed note through the Brain Dependency Graph - shows which downstream notes need review

MITAuto-check: notes

Install Propagate Change

skills CLI
$ npx skills add Abilityai/cornelius --skill propagate-change -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Abilityai/cornelius propagate-change --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/propagate-change .claude/skills/propagate-change && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
propagate-change
GitHub stars
109
Token cost
~455 tokens
SKILL.md length
156 words
Files
1
Skills in repo
51
Repo updated
First seen
Licence
MIT

At a glance

Propagate staleness from a changed note through the Brain Dependency Graph - shows which downstream notes need review

  • Works in 3 steps: Run propagation → Present affected notes → Offer to inspect specific notes
  • SKILL.md covers State Dependencies, Process and When to Use
  • Calls python

What it does

Propagate Change is an agent skill from Abilityai/cornelius. Propagate staleness from a changed note through the Brain Dependency Graph - shows which downstream notes need review

Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: AI-powered second brain template for Claude Code + Obsidian. The licence is MIT.

Example prompts

  • “/propagate-change”

Requirements

  • Python 3
  • Pre-approved tools (allowed-tools): Bash, Read

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Run propagation
  2. Present affected notes
  3. Offer to inspect specific notes

What it can do on your machine

Read from SKILL.md and the folder at commit fd5e9a4. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Propagate Change loads about 455 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 156 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~455

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Abilityai/cornelius at commit fd5e9a4, republished under its MIT licence (© Abilityai). 156 words, ~455 tokens.

Download SKILL.mdSave it as .claude/skills/propagate-change/SKILL.md (or your agent's skills folder).
name
propagate-change
description
Propagate staleness from a changed note through the Brain Dependency Graph - shows which downstream notes need review
allowed-tools
Bash, Read
argument-hint
<note name>
user-invocable
true
automation
gated

Propagate Framework/Note Change

When a note is substantially edited, this skill computes which downstream notes may be stale and need review. Uses the Brain Dependency Graph's staleness propagation engine with edge-type decay, distance decay, and hub dampening.

State Dependencies

SourceLocationReadWriteDescription
Enrichmentsresources/brain-graph/data/graph_enrichments.json✓✓Updated staleness scores
LBS Graphresources/local-brain-search/data/brain_graph.pkl✓NetworkX graph

Process

Step 1: Run propagation
bash
cd $PROJECT_ROOT/resources/brain-graph
../local-brain-search/venv/bin/python cli.py propagate "<NOTE_NAME>"

Optional: specify change magnitude (0.0-1.0) for partial changes:

bash
../local-brain-search/venv/bin/python cli.py propagate "<NOTE_NAME>" --magnitude 0.5
Step 2: Present affected notes

Show the user which notes are flagged for review, sorted by staleness score.

For each affected note, explain:

  • Why it's flagged (which upstream change, through what edge type)
  • Suggested action: review, update, or mark as OK
Step 3: Offer to inspect specific notes

If the user wants details on any affected note:

bash
../local-brain-search/venv/bin/python cli.py inspect "<NOTE_NAME>"

When to Use

  • After substantially editing a framework or key insight note
  • When the user says they've updated their thinking on a topic
  • After ingesting new source material that contradicts existing notes

© Abilityai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .claude/skills/propagate-change of Abilityai/cornelius.

Open the folder on GitHubat commit fd5e9a4

Compare with similar skills

Propagate Change next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Propagate Change compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Propagate Change this skillAbilityai/cornelius109—~455Automated safety check: NotesMIT
Design Change PropagationDonchitos/Claude-Code-Game-Studios26k—~3.6kAutomated safety check: NotesMIT
Dependency Updatecodewhale-hq/Codewhale41k—~142Automated safety check: PassMIT
Dependency Scanningsickn33/agentic-awesome-skills47k1 repos~2.4kAutomated safety check: PassMIT
Meeting Notesoutline/outline41k—~551Automated safety check: PassCustom licence
Dependency Checkruvnet/ruflo74k—~258Automated safety check: PassMIT

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Questions about Propagate Change

What does Propagate Change do?

Propagate staleness from a changed note through the Brain Dependency Graph - shows which downstream notes need review. Propagate Change is an agent skill from Abilityai/cornelius.

How do I install Propagate Change in Claude Code?

Run `npx skills add Abilityai/cornelius --skill propagate-change -a claude-code`. Or copy the skill folder (.claude/skills/propagate-change in Abilityai/cornelius) into .claude/skills/propagate-change in your project. Claude Code loads it when a task matches its description.

How do I install Propagate Change in Codex?

Run `npx skills add Abilityai/cornelius --skill propagate-change -a codex`. Or copy the skill folder (.claude/skills/propagate-change in Abilityai/cornelius) into .agents/skills/propagate-change in your project. Codex loads it when a task matches its description.

Can I use Propagate Change in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Abilityai/cornelius --skill propagate-change -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/propagate-change, .gemini/skills/propagate-change, .github/skills/propagate-change and .opencode/skills/propagate-change in your project.

What does Propagate Change need to run?

Going by SKILL.md and its folder, Propagate Change needs the command-line tools its instructions call (python). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash, Read.

Does Propagate Change access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Propagate Change safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Propagate Change use?

Propagate Change is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Propagate Change use?

About 455 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Propagate Change?

Skills that share tags, products or a category with Propagate Change: Design Change Propagation (Donchitos/Claude-Code-Game-Studios, 26k stars), Dependency Update (codewhale-hq/Codewhale, 41k stars), Dependency Scanning (sickn33/agentic-awesome-skills, 47k stars) and Meeting Notes (outline/outline, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Propagate Change?

Abilityai (a GitHub organization) maintains it in Abilityai/cornelius, which has 109 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on September 22, 2026.

Source: Abilityai/cornelius on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.