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Draft pre-analysis plans by dispatching the causal-strategist agent in PAP mode. Covers AEA RCT Registry, OSF, and EGAP standards. Specifies outcomes, subgroups, multiple testing, power calculations, and exclusion rules.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Sync the overleaf/ folder with the current content of paper/. Copies all LaTeX source, figures, tables, appendix, and bibliography. Puts the model section as overleaf/model.tex (top-level) for easy coauthor access. Run whenever paper/ changes and you want to push to Overleaf.
RA onboarding audit — explore all project folders and code, inspect data files directly, and produce a structured project-state document that enables a clean restart. Use at the start of a project hand-off or when picking up work from multiple prior contributors.
Full bibliography audit for an academic paper. Verifies every citation is (1) structurally correct in the .bib file, (2) actually cited in the paper, and (3) a real publication — author names, year, journal, and title verified via web search. Flags hallucinated or inaccurate references.
Design identification strategy by dispatching the causal-strategist agent (proposer) and identification-critic agent (critic). Produces strategy memo, pseudo-code, robustness plan, and falsification tests. Use when asked to "identify the effect", "design the strategy", or "write the strategy memo".
Show current context status and session health. Use to check how much context has been used, whether auto-compact is approaching, and what state will be preserved.
Show the current research pipeline status for the active project, or display the pipeline guide for a specific project type. Reads the research spec, research journal, and active plans to determine phase, scores, and next steps.
| name | pre-analysis-plan |
| description | Draft pre-analysis plans by dispatching the causal-strategist agent in PAP mode. Covers AEA RCT Registry, OSF, and EGAP standards. Specifies outcomes, subgroups, multiple testing, power calculations, and exclusion rules. |
| disable-model-invocation | true |
| argument-hint | [research-spec file OR topic OR 'interactive' for guided interview] |
| allowed-tools | ["Read","Grep","Glob","Write","Task"] |
Draft a pre-analysis plan by dispatching the causal-strategist agent in PAP mode.
Input: $ARGUMENTS — path to research spec file, a topic, or interactive for guided questions.
$ARGUMENTS is a file: read it (research spec from /interview-me)$ARGUMENTS is interactive: conduct guided interview (see below).claude/rules/domain-profile.md for field conventionsDelegate to the causal-strategist agent via Task tool:
Prompt: Draft a pre-analysis plan for "[topic/spec]".
Mode: PAP (pre-analysis plan).
Platform: [AEA RCT Registry / OSF / EGAP — ask user if unclear].
Include all standard sections:
1. Study overview (question, design, treatment, control)
2. Outcomes (primary, secondary, mechanism — with measurement details)
3. Estimating equations (with notation protocol)
4. Subgroup analyses (pre-specified, with justification)
5. Multiple testing correction (Bonferroni / BH / Romano-Wolf)
6. Power calculations (MDE, baseline stats, sample size)
7. Sample and exclusion rules (inclusion, attrition, outliers)
8. Data and analysis (sources, software, randomization)
9. Timeline
10. Deviations log (empty template)
Save to quality_reports/pre_analysis_plan_[topic]_[date].md
For observational studies: adapt template (identification strategy replaces randomization, comparison group replaces control, add identification assumption discussion).
If the PAP includes a complex identification strategy, optionally dispatch the econometrics-critic:
Prompt: Review the pre-analysis plan at [path].
Focus on: identification assumptions, estimator choice, power calculation assumptions.
Flag any specifications that might be problematic before registration.
CRITICAL: Flag every ASSUMED item clearly. The researcher must review and approve before registration. A registered PAP with errors is worse than no PAP.