check-asset-usage

check-asset-usage is a skill for Claude Code, Codex from sillyDaibo/reasflow-dev. It costs 23 tokens per session (599 once invoked), scanned A, original, MIT.

A check that verifies whether required images and other paper assets were actually used in the manuscript output.

In plain words
What is it for?
Use it after drafting a chapter or integrating a paper to compare an assets folder with the output directory and main LaTeX file.
Why use it?
It catches assigned figures or full-paper assets that were left out of the final document.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Codex.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is if [ -d ./.codex/reasflow-skills ]; then.

Good fit Use it after drafting a chapter or integrating a paper to compare an assets folder with the output directory and main LaTeX file.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/sillyDaibo/reasflow-dev
agentmods
npx agentmods add skills/sillydaibo/reasflow-dev/check-asset-usage

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for check-asset-usage

README.md
[![agentmods](https://agentmods.dev/badge/skills/sillydaibo/reasflow-dev/check-asset-usage.svg)](https://agentmods.dev/skills/sillydaibo/reasflow-dev/check-asset-usage)
Your own site
<a href="https://agentmods.dev/skills/sillydaibo/reasflow-dev/check-asset-usage"><img src="https://agentmods.dev/badge/skills/sillydaibo/reasflow-dev/check-asset-usage.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 599 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00023 $0.00599
Opus 5 $0.00012 $0.00300
Sonnet 5 $0.00005 $0.00120
Haiku 4.5 $0.00002 $0.00060

Measured 8d ago against content hash 28f9c2468982, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

check-asset-usage scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/check_asset_usage.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/reasflow/paper/check-asset-usage/SKILL.md · 76 lines

How it starts

The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Installed Root

Resolve the installed reasflow-dev private skills root before running packaged scripts:

REASFLOW_PRIVATE_SKILLS_ROOT="${REASFLOW_PRIVATE_SKILLS_ROOT:-}"
if [ -z "$REASFLOW_PRIVATE_SKILLS_ROOT" ]; then
  if [ -d ./.codex/reasflow-skills ]; then
    REASFLOW_PRIVATE_SKILLS_ROOT="$(pwd)/.codex/reasflow-skills"
  elif [ -d "$HOME/.codex/reasflow-skills" ]; then
    REASFLOW_PRIVATE_SKILLS_ROOT="$HOME/.codex/reasflow-skills"
  else
    echo "reasflow private skills not found in ./.codex/reasflow-skills or $HOME/.codex/reasflow-skills" >&2
    exit 1
  fi
fi

Check Asset Usage

Overview

Treat asset utilization as a hard constraint, not a nice-to-have. Run this after a chapter draft or full-paper integration pass to confirm the output really uses the assets it was supposed to use.

Helper Script

Set SKILL_ROOT="$REASFLOW_PRIVATE_SKILLS_ROOT/paper/check-asset-usage".

Preferred command:

python3 "$SKILL_ROOT/scripts/check_asset_usage.py" \
  --assets-dir assets/Paper03_SudaMuon \
  --output-dir output/Paper03_SudaMuon \
  --main-file main.tex \
  --format text

JSON for automation:

python3 "$SKILL_ROOT/scripts/check_asset_usage.py" \
  --assets-dir assets/Paper03_SudaMuon \
  --output-dir output/Paper03_SudaMuon \
  --format json

If Python runtime/setup is missing:

uv run "$SKILL_ROOT/scripts/check_asset_usage.py" \
  --assets-dir assets/Paper03_SudaMuon \
  --output-dir output/Paper03_SudaMuon \
  --format text

What It Checks

  1. \input{} and \include{} references for .tex assets.
  2. \includegraphics{} references for figures and diagrams.
  3. bibliography and \cite{} coverage for .bib, .yaml, and .yml assets.
  4. signature phrases from .md and .txt notes that should have been incorporated.

Expected Output

  • overall utilization rate (used/total, percentage)
  • per top-level directory and subdirectory breakdown
  • missing file names for each subgroup
  • machine-readable JSON directory stats when --format json is used

Read the full file on GitHub · 76 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 76 lines · 23 tokens per session scan A 28f9c2468982

Subscribe to this mod's changes

check-asset-usage is a skill published in the GitHub repository sillyDaibo/reasflow-dev (2 stars, last pushed 12d ago), licensed MIT. It adds 23 tokens to every session and 599 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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