Getting it into your agent
There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.
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.
[](https://agentmods.dev/skills/sillydaibo/reasflow-dev/cross-section-coherence)<a href="https://agentmods.dev/skills/sillydaibo/reasflow-dev/cross-section-coherence"><img src="https://agentmods.dev/badge/skills/sillydaibo/reasflow-dev/cross-section-coherence.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00023 | $0.00466 |
| Opus 5 | $0.00012 | $0.00233 |
| Sonnet 5 | $0.00005 | $0.00093 |
| Haiku 4.5 | $0.00002 | $0.00047 |
Grade A, and why
cross-section-coherence scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Installed Root
Resolve the installed reasflow-dev skills root before running packaged scripts:
REASFLOW_SKILLS_ROOT="${REASFLOW_SKILLS_ROOT:-}"
if [ -z "$REASFLOW_SKILLS_ROOT" ]; then
if [ -d ./.agents/skills ]; then
REASFLOW_SKILLS_ROOT="$(pwd)/.agents/skills"
elif [ -d "$HOME/.agents/skills" ]; then
REASFLOW_SKILLS_ROOT="$HOME/.agents/skills"
else
echo "reasflow-dev skills not found in ./.agents/skills or $HOME/.agents/skills" >&2
exit 1
fi
fi
Cross Section Coherence
Overview
Read the compiled TeX chain as a single manuscript and surface hard coherence defects: duplicate labels, undefined refs, acronym conflicts, and inconsistent term spellings.
Installed Paths
Set:
SKILL_ROOT="$REASFLOW_SKILLS_ROOT/cross-section-coherence"
Helper Commands
Run coherence checks:
python3 "$SKILL_ROOT/scripts/check_cross_section_coherence.py" \
--project-dir output/Paper03_SudaMuon \
--main-file main.tex \
--term "federated learning" \
--term "message norm" \
--format text
JSON output for automation:
python3 "$SKILL_ROOT/scripts/check_cross_section_coherence.py" \
--project-dir output/Paper03_SudaMuon \
--format json
Python env fallback:
uv run "$SKILL_ROOT/scripts/check_cross_section_coherence.py" \
--project-dir output/Paper03_SudaMuon --format text
Expected Output
- duplicate label definitions and where they occur
- unresolved
\ref/\eqref/\creftargets - acronym long-form conflicts
- tracked term variant counts (space vs hyphen usage)
Deliverables
- inconsistency list by section
- canonical wording decisions for shared terms
- final unresolved mismatch list
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.
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.
- 5d ago First seen · 73 lines · 23 tokens per session scan A 1e66cb6aa640
cross-section-coherence is a skill published in the GitHub repository sillyDaibo/reasflow-dev (2 stars, last pushed 9d ago), licensed MIT. It adds 23 tokens to every session and 466 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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