A structural review of an academic paper's sections, lengths, markers, and overall organisation.

Use it to inspect section structure, compare section lengths, check Cochrane-principle compliance, and find missing or unexpected sections.

It shows whether the paper is complete, balanced, and internally consistent before detailed editing.

How Alexander-M-Dickerson/ai-asset-pricing configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to Alexander-M-Dickerson/ai-asset-pricing. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/Alexander-M-Dickerson/ai-asset-pricing/main/.claude/skills/outline/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/Alexander-M-Dickerson/ai-asset-pricing

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/alexander-m-dickerson/ai-asset-pricing/outline/github.svg)](https://agentmods.dev/skills/alexander-m-dickerson/ai-asset-pricing/outline)

Your own site

<a href="https://agentmods.dev/skills/alexander-m-dickerson/ai-asset-pricing/outline"><img src="https://agentmods.dev/badge/skills/alexander-m-dickerson/ai-asset-pricing/outline/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/alexander-m-dickerson/ai-asset-pricing/outline"><img src="https://agentmods.dev/badge/skills/alexander-m-dickerson/ai-asset-pricing/outline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 792 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.

Model	Per session	Once invoked
Fable 5.1	$0.00019	$0.00792
Opus 5.5	$0.00008	$0.00317
Sonnet 5.5	$0.00004	$0.00158
Haiku 4.5	$0.00002	$0.00079

Measured 2mo ago against content hash 480e5babaa6c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

outline 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 2mo 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.

.claude/skills/outline/SKILL.md · 95 lines

How it starts

The opening of the file, as written. The whole thing — 95 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Outline Skill

Review the current paper structure: section balance, word counts, Cochrane-principle compliance, and structural integrity.

Examples

/outline — full structural analysis of main.tex
/outline balance — check section length balance only
/outline cochrane — Cochrane-principle compliance check only

Workflow

Step 1: Read Current Structure

Read main.tex
Extract all \section{}, \subsection{}, \subsubsection{} commands
Count lines and estimate words per section (between %% BEGIN/END markers)
Verify %% BEGIN/END markers are present and match registered keys

Registered section keys: Check the project's CLAUDE.md or guidance/paper-context.md for the section key registry. If neither exists, discover keys by scanning for %% BEGIN: markers in main.tex.

Step 2: Structural Analysis

Section Presence:

Verify all expected body sections are present (based on registered keys or discovered markers)
Verify appendices are present if referenced in the body
Flag any sections that appear in main.tex but are not in the registered key list

Section Balance:

Flag sections that are >2x the average body-section length
Flag sections that are <0.25x the average body-section length
Introduction target: ~3 pages (Cochrane)
Conclusion target: ~1--2 paragraphs

Organization (Cochrane Principles):

Is the main result presented as early as possible?
Is there anything before the main result that a reader doesn't need?
Are robustness checks in the appendix (not cluttering the body)?
Is the literature review AFTER the contribution (not before)?

Step 3: Project-Specific Structural Checks

If guidance/paper-context.md exists, run its registered structural checks. Common checks include:

Are key figures/tables referenced in the introduction?
Does the introduction enumerate all main contributions?
Does the conclusion mention stated deliverables (data, code, packages)?
Is the paper's terminology used consistently in section headers?

Read the full file on GitHub · 95 lines

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.

2mo ago First seen · 95 lines · 19 tokens per session scan A 480e5babaa6c

Subscribe to this mod's changes

outline is a skill published in the GitHub repository Alexander-M-Dickerson/ai-asset-pricing (59 stars, last pushed 6mo ago), licensed MIT. It adds 19 tokens to every session and 792 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-30.

Scientific

outline next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
outlineAlexander-M-Dickerson/ai-asset-pricing	Skill	59	6mo ago	MIT	A	19	Claude Code
instrument-data-to-allotropeanthropics/knowledge-work-plugins	Skill	35k	2d ago	Apache-2.0	A	123	Claude Code
exploratory-data-analysisK-Dense-AI/scientific-agent-skills	Skill	56k	4d ago	MIT	A	83	Claude Code
matlabK-Dense-AI/scientific-agent-skills	Skill	56k	4d ago	MIT	A	44	Claude Code
phylogeneticsK-Dense-AI/scientific-agent-skills	Skill	56k	4d ago	MIT	A	71	Claude Code, Codex
research-engineerdavila7/claude-code-templates	Skill	33k	yesterday	MIT	A	43	Claude Code, Codex
mapping-to-snomedmaziyarpanahi/openmed	Skill	5.8k	yesterday	Apache-2.0	A	205	Claude Code

ai-asset-pricing: Skill for Claude Code