菜单
Use when requesting STATA code patterns for empirical accounting research methods including entropy balancing, PSM, DiD, RDD, IV, event studies, survival analysis, or regression specifications.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | stata-accounting-research |
| description | Use when requesting STATA code patterns for empirical accounting research methods including entropy balancing, PSM, DiD, RDD, IV, event studies, survival analysis, or regression specifications. |
| triggers | ["STATA","accounting research","entropy balancing","PSM","propensity score","difference-in-differences","DiD","regression discontinuity","RDD","instrumental variables","event study","Fama-MacBeth","reghdfe","esttab","outreg2"] |
| role | specialist |
| scope | implementation |
| output-format | code |
| metadata | {"source":"https://github.com/jusi-aalto/stata-accounting-research","author":"@jusi-aalto","license":"MIT"} |
This skill is a code pattern library, not a methodological advisor.
| Can Do | Cannot Do |
|---|---|
| Show how published papers implemented methods | Explain when to use one method over another |
| Provide tested STATA syntax | Advise on identification strategy |
| Indicate which robustness tests accompany analyses | Discuss research design trade-offs |
| Cite source papers for code patterns | Recommend optimal research design |
When users ask methodology questions (e.g., "Should I use entropy balancing or PSM?", "How do I address endogeneity?", "Is my identification strategy valid?"):
Use references/REFERENCES.md as the primary index, then read targeted .do files.
Search references/REFERENCES.md to identify relevant papers. The index contains structured metadata:
Example queries on REFERENCES.md:
Read only the identified .do files to extract actual syntax. This reduces context usage and improves accuracy.
For very specific syntax queries (e.g., "how does absorb() handle singletons?"), grep .do files directly:
| Task | Grep Pattern |
|---|---|
| Panel regressions | reghdfe|xtreg|areg |
| Fixed effects | absorb\(|i\.year|i\.firm |
| Clustering | cluster\(|vce\(cluster |
| Matching/PSM | psmatch2|teffects|cem|ebalance|pscore |
| IV regression | xtivreg|ivregress|ivreg2 |
| DiD | post.*treat|treat.*post|parallel.*trend |
| RDD | rdrobust|rddensity |
| Event studies | CAR|BHAR|abnormal.*return |
| Survival | stcox|streg|stset |
| Fama-MacBeth | fama.?macbeth|newey.*west |
| Bootstrap | bootstrap|bsample |
| Quantile regression | qreg|sqreg|bsqreg |
| Table output | esttab|outreg2|eststo |
| Winsorization | winsor|winsor2 |
126 STATA .do files from JAR Volumes 55-63 (2017-2025). See references/REFERENCES.md for complete catalog with paper titles and authors.
JAR_{volume}_{shortcode}.doJAR_{volume}_{issue}_{shortcode}_{authors}.do| Volume | Year | Papers |
|---|---|---|
| 55 | 2017 | 9 |
| 56 | 2018 | 12 |
| 57 | 2019 | 9 |
| 58 | 2020 | 13 |
| 59 | 2021 | 4 |
| 60 | 2022 | 22 |
| 61 | 2023 | 22 |
| 62 | 2024 | 25 |
| 63 | 2025 | 10 |
* Firm and year FE with firm-clustered SEs (most common)
reghdfe depvar indepvar controls, absorb(firm year) cluster(firm)
* Industry-year FE
reghdfe depvar indepvar controls, absorb(ind_year) cluster(firm)
eststo clear
eststo: reghdfe depvar indepvar controls, absorb(firm year) cluster(firm)
esttab using "table.tex", replace star(* 0.10 ** 0.05 *** 0.01) se
winsor2 varlist, cuts(1 99) replace
Multi-phase, subagent-driven deep audit and remediation of codebase guidance (root agent instructions, docs, module context files, skills/agents references, task routing). Phase 1 subagents write verified findings only; Phase 2 subagents verify and fix guidance. Use when the user asks to audit, refresh, or fix agent context, CLAUDE.md or AGENTS.md drift, stale docs, contradictory rules, or run a context-guidance deep dive.
Use when the user asks to create, draft, save, revise, or improve a Codex Goal, GOAL.md, goal file, persistent objective, completion contract, or long-running Codex work objective. This skill must be used before inventing or saving any goal for Codex.
Use when the user wants to create, brainstorm, draft, or post social media content for X (Twitter), LinkedIn, or Instagram. This includes generating post ideas, writing captions or threads, adapting content across platforms, planning a posting cadence, or navigating to a platform's posting interface via browser tools. Trigger whenever the user mentions social media, posting, tweets, LinkedIn posts, Instagram captions, content calendars, thought leadership posts, or sharing research/business updates online — even if they just say something like 'I should post about this' or 'help me share this.'
Build Discounted Cash Flow (DCF) valuation models for commercial real estate (CRE). Calculate NOI-based cash flows, levered and unlevered IRR, equity multiple, DSCR, debt yield, exit cap rate reversion, and sensitivity analysis. Use for office, retail, industrial, multifamily, mixed-use, and hotel properties. Trigger on: CRE valuation, property DCF, NOI projection, cap rate analysis, IRR analysis, real estate investment return, acquisition underwriting, hold-period analysis, CRE sensitivity table.
Build discounted cash flow (DCF) valuation models in Excel specifically for commercial real estate (CRE). Use when creating CRE acquisition underwriting models, property-level DCF workbooks, NOI projections, rent roll buildouts, debt schedules, or IRR/equity-multiple return analyses in Excel or ExcelJS. Covers all CRE property types: office, retail, industrial, multifamily, mixed-use, hotel. Trigger on: 'CRE excel model', 'build underwriting model', 'property DCF excel', 'NOI projection spreadsheet', 'rent roll model', 'IRR excel', 'acquisition model', 'CRE waterfall', 'cap rate model'.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.