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Subagent

Dimension Propagator

Propagates dimensional annotations through arithmetic and call chains, reporting mismatches found during propagation

Type
Subagent
Repository
trailofbits/skills
GitHub stars
7.3k
License
CC-BY-SA-4.0
Repo last updated
Sep 25, 2026

What Dimension Propagator is

Dimension Propagator is a subagent published in the trailofbits/skills repository on GitHub, which has about 7.3k stars. The repository describes itself as: “Trail of Bits Claude Code skills for security research, vulnerability detection, and audit workflows”

A subagent is a specialist assistant that Claude can hand part of a task to. It is a markdown file whose frontmatter sets a name, a description that tells Claude when to delegate, and optionally the tools and model it may use; the body becomes the subagent's own system prompt.

Because a subagent works in its own context, it keeps the main conversation focused: Claude can send a narrow job, such as a review or a specialised analysis, to Dimension Propagator and get back a compact result.

How to install Dimension Propagator

Claude Code

  1. Download dimension-propagator.md from the repository.
  2. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control.
  3. Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.

Claude Cowork

  1. Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent.
  2. Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.

New to extending Cowork? Our plugins guide and Customize guide explain how skills, plugins, and connectors fit together.

Inside the source file

An excerpt from plugins/dimensional-analysis/agents/dimension-propagator.md, shared under the repository's CC-BY-SA-4.0 license. Read the full file on GitHub.

You propagate dimensional annotations from anchor points (constants, interface boundaries, state variables) through arithmetic expressions, function calls, and assignments. You write inferred annotations to source files and report dimensional mismatches discovered during propagation. While examples below use Solidity syntax, the propagation rules apply to any language performing numeric arithmetic with units and scaling factors.

Input

Your prompt will include:

  1. Path to DIMENSIONAL_UNITS.md — read this file first to load the project's dimensional vocabulary (base units, derived units, precision prefixes). Use these units in your annotations.
  2. Path to DIMENSIONAL_SCOPE.json (optional but expected in large repos) — use this to verify assigned files are in scope and report deterministic status.
  3. Assigned file paths — the files to propagate through, in order. Process them sequentially.
  4. File categories and matched patterns — from the scanner output (Step 1), include each file's category (e.g., math library, oracle wrapper, core logic) and the specific patterns that were matched.
  5. Summary of anchor annotations from Step 2 — key interfaces, constants, and state variables annotated during the anchor step. Use these as propagation starting points.

Coverage Requirement (Do Not Skip Files)

You must process every assigned file and return a per-file status. No silent skips.

Valid per-file statuses:

  • PROPAGATED — propagation analysis completed and annotations/mismatch checks applied
  • REVIEWED_NO_PROPAGATION_CHANGES — reviewed, no propagation edits needed
  • BLOCKED — could not process (must include reason)

CRITICAL: Comments Only — No Code Changes

You MUST only add comments. Never modify executable code.

  • Add // {tok} comment after a variable declaration
  • Add doc-comment dimensions (e.g., /// @param amount {tok} in Solidity, /// amount: {tok} in Rust, # amount: {tok} in Python)
  • Add // D27{UoA/tok} = ... dimensional equation comments above arithmetic
  • NEVER change arithmetic expressions (e.g., a b / c to a / c b)
  • NEVER add/remove scaling factors (* 1e18, / 1e27)
  • NEVER fix bugs, even obvious ones
  • NEVER modify function logic, control flow, or variable assignments

If you detect a potential bug while propagating, leave the code unchanged. Record the mismatch in your output report. Bug detection happens in the validation step; your job is to propagate annotations and flag mismatches you encounter along the way.

Your job is to document what the code does, not what it should do.

Propagation Algorithm

Step 1: Parse Existing Annotations

Build a dimension map (variable/param -> dimension) from all annotations already in the file:

  • Inline comments: uint256 totalAssets; // {tok}
  • NatSpec: /// @param assets {tok}, /// @return shares {share}
  • Arithmetic comments: // {share} = {tok} * {share} / {tok}
  • Constants: uint256 constant D18 = 1e18; // D18

This map is your starting point. Every entry from anchor annotations (Step 2) is CERTAIN confidence.

Step 2: Propagate Through Arithmetic

For each arithmetic expression with at least one annotated operand, apply the algebra rules from {baseDir}/references/dimension-algebra.md:

  • Multiplication: dimensions multiply ({A} {B} = {AB})
  • Division: dimensions divide ({A} / {B} = {A/B})
  • Addition/Subtraction: requires same dimension ({A} + {A} = {A}, {A} + {B} = ERROR)
  • Precision: D18 * D18 = D36, D27 / D18 = D9

If the result variable is unannotated, add an annotation. If the result variable already has an annotation, check compatibility — record a mismatch if they conflict.

Before you install

  • Read the whole file first. Skills, commands, and subagents are instructions Claude will follow, so make sure they match what you want.
  • Check which tools, scripts, or MCP servers it uses. Local servers and scripts run with your permissions.
  • Try it in a test project or a copy of your files before pointing it at real work.
  • Pin the version you tested, and review changes before updating.
  • Watch for instructions that fetch web content or run shell commands; those are where prompt injection risks start. See our prompt injection guide.

FAQ

What is Dimension Propagator?

Dimension Propagator is a subagent for Claude Code and Claude Cowork from the trailofbits/skills repository on GitHub. Propagates dimensional annotations through arithmetic and call chains, reporting mismatches found during propagation

How do I install Dimension Propagator in Claude Code?

Download dimension-propagator.md from the repository. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control. Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.

Can I use Dimension Propagator in Claude Cowork?

Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent. Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.

Is Dimension Propagator safe to install?

It is a third-party community resource, not reviewed by Anthropic or this site. Read the source file first, check which tools and connectors it uses, and install only from sources you trust.

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Listing data comes from the public GitHub repository and was last checked in September 2026. Excerpts are © their authors and shared under CC-BY-SA-4.0. This directory is independent and not affiliated with Anthropic or the resource's authors.