Write Section Skill

SkillCommerce & finance

Write a new section or subsection of an empirical finance paper following academic writing rules

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Write Section Skill skill

What this skill tells your AI

The instructions your AI receives, as published by alexander-m-dickerson/ai-asset-pricing in .claude/skills/write-section/SKILL.md and read by ahel’s review.

When this skill is invoked, follow this structured workflow to write a new section or subsection of a paper.

Examples

  • /write-section introduction -- write the introduction
  • /write-section "robustness checks" -- write a specific subsection
  • /write-section conclusion -- write the conclusion

Input

The user specifies which section to write (by name or description) and any additional instructions.

Workflow

Step 1: Load Context

  1. Read the project's CLAUDE.md for paper structure, key claims, terminology, and domain concepts
  2. Read .claude/rules/academic-writing.md for style rules and banned words
  3. Read .claude/rules/latex-conventions.md for LaTeX formatting, section markers, and figure/table conventions
  4. Read the current .tex file(s) to identify what already exists vs. what needs to be written

Step 2: Load Exemplar

Read .claude/exemplars/cochrane_writing_tips.md for foundational writing principles. If the project has its own exemplars (in literature/ or referenced in the project's CLAUDE.md), read those too.

Extract the structural pattern appropriate for the section type:

  • Introduction: Punchline first, enumerate contributions, literature after your contribution
  • Data / Methods: State approach upfront, define variables precisely, explain identifying assumptions
  • Results: Lead with main result, give economic magnitudes, address surprises immediately
  • Conclusion: 2 paragraphs maximum, enumerate contributions, no speculation
  • Abstract: One sentence per key finding, specific numbers

Step 3: Load Technical References (if needed)

If writing about methodology or formal results:

  • Read existing methodology/model sections for notation and definitions
  • Use notation consistently with what's already in the paper

Step 4: Draft

Write the section following these rules:

  1. First sentence: Concrete finding or claim, no throat-clearing
  2. Structure: Follow the appropriate paragraph flow for the section type
  3. Voice: Active, present tense for results ("Table 3 shows...")
  4. Quantitative claims: Use specific numbers from the project's results
  5. Terminology: Follow the project's CLAUDE.md for paper-specific terms
  6. LaTeX: Follow .claude/rules/latex-conventions.md conventions
  7. Length: Every sentence earns its place
  8. Citations: Check all \cite{} keys exist in the .bib file. For any NEW citation, follow the verification protocol in .claude/rules/latex-citations.md. Never cite from memory.

Step 5: Self-Validate

Before presenting the draft, check:

  • No banned words (see academic-writing.md Section 1 for full list)
  • No throat-clearing opening
  • Active voice throughout
  • No stacked superlatives
  • Specific numbers for quantitative claims
  • Project-specific terminology consistent
  • No self-praise ("striking", "important contribution", "comprehensive")
  • No em-dashes (---) in prose (use commas, semicolons, colons, or parentheses)
  • No structural AI tells (see academic-writing.md)
  • No hedge words: somewhat, quite, very (intensifier), rather, arguably, perhaps
  • No previewing: "as we show below", "we will show", "Recall from"
  • Soft-ban words within per-paper limits
  • Prefer verbs over nominalizations
  • No editorial artifacts: TODO, FIXME, [TBD], [PLACEHOLDER], [??]
  • Flag uncertain claims with [HUMAN EDIT REQUIRED: ...]

Step 6: Compile Check (optional)

If requested, verify LaTeX compiles using the paths from canonical local state reported by tools/bootstrap.py audit (or a repo-root compatibility shim if present):

cd {latex_dir} && pdflatex -interaction=nonstopmode {file} && bibtex {stem} && pdflatex -interaction=nonstopmode {file} && pdflatex -interaction=nonstopmode {file}

Output

Present the LaTeX text ready to insert. Include:

  1. The section content
  2. A brief note on any [HUMAN EDIT REQUIRED] flags
  3. Any structural decisions made (and why)

Signals

GitHub stars
59
Forks
10
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
write-section
Source
github.com/alexander-m-dickerson/ai-asset-pricing