Write Section Skill
SkillCommerce & financeWrite a new section or subsection of an empirical finance paper following academic writing rules
Available today. Use it from your connected AI after setup.
No other account needed.
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
- Read the project's
CLAUDE.mdfor paper structure, key claims, terminology, and domain concepts - Read
.claude/rules/academic-writing.mdfor style rules and banned words - Read
.claude/rules/latex-conventions.mdfor LaTeX formatting, section markers, and figure/table conventions - Read the current
.texfile(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:
- First sentence: Concrete finding or claim, no throat-clearing
- Structure: Follow the appropriate paragraph flow for the section type
- Voice: Active, present tense for results ("Table 3 shows...")
- Quantitative claims: Use specific numbers from the project's results
- Terminology: Follow the project's
CLAUDE.mdfor paper-specific terms - LaTeX: Follow
.claude/rules/latex-conventions.mdconventions - Length: Every sentence earns its place
- Citations: Check all
\cite{}keys exist in the.bibfile. 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.mdSection 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:
- The section content
- A brief note on any
[HUMAN EDIT REQUIRED]flags - 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