aer-identification
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences…
Skill by vc999999999
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/vc999999999-aer-identification
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: testing, ml, writing, research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 2, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/aer-identification
What's inside
- Skill name
aer-identification- Description
- Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered designs), instrumental variables (including weak-IV-robust inference), regression discontinuity, synthetic control, or shift-share / Bartik. Apply before writing the introduction or results.
- License
- unknown
- Instructions
- 243 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- files: referenced but missing: templates/stata/03_main_did.do, templates/r/03_main_did.R, templates/python/main_did.py, examples/aer-exemplars.md, examples/modern-aer-exemplars.md
Files (4)
- LICENSE.txt
- SKILL.md
- openai.yaml · agents/
- estimator-playbook.md · references/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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aer-robustness
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Use when the main empirical results exist but the manuscript lacks the robustness, heterogeneity, mechanism, and placebo checks that AER referees will demand.
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aer-tables-figures
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Use when constructing or revising regression tables, descriptive statistics tables, or figures after results are estimated and before submission for an AER…
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aer-replication
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Use when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication…
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aer-statspai
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Use when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with…
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prototype
vc999999999
Build a throwaway prototype to answer a design question.
SkillAFreshness: AClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Oct 9, 2026 (27 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/vc999999999/skillflux-catalog
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from vc999999999
- 0.565score
aer-preregistration
vc999999999
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the…
SkillAFreshness: AClaude Code +9 - 0.560score
aer-robustness
vc999999999
Use when the main empirical results exist but the manuscript lacks the robustness, heterogeneity, mechanism, and placebo checks that AER referees will demand.
SkillAFreshness: AClaude Code +9 - 0.560score
aer-tables-figures
vc999999999
Use when constructing or revising regression tables, descriptive statistics tables, or figures after results are estimated and before submission for an AER…
SkillAFreshness: AClaude Code +9 - 0.556score
aer-replication
vc999999999
Use when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication…
SkillAFreshness: AClaude Code +9 - 0.555score
aer-statspai
vc999999999
Use when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with…
SkillAFreshness: AClaude Code +9 - 0.534score
prototype
vc999999999
Build a throwaway prototype to answer a design question.
SkillAFreshness: AClaude Code +9
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Cite this page
aer-identification skill. Agent Mart. https://agentmart.dev/skills/vc999999999-aer-identification (last updated 2026-10-24)