Check Methodology
Deep econometric review of identification strategy, TWFE, and shift-share design
Install
$ agentstack add skill-alessandrocaforio-academic-writing-check-methodology ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-alessandrocaforio-academic-writing-check-methodology) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Check Methodology
Run a deep causal inference review of the thesis methodology. The optional argument specifies a focus area.
Instructions
- Read the methodology chapter:
thesis/chapters/04_methodology.tex - Read the results chapter:
thesis/chapters/05_results.tex - Read the causal inference rule:
.claude/rules/causal-inference.md - Perform the full review per the causal-inference agent instructions
Focus Areas (optional argument)
identification— Focus on parallel trends, exogeneity, and threatstwfe— Focus on TWFE validity and heterogeneous treatment concernsshift-share— Focus on Bartik instrument conditions (BHJ, GPSS)inference— Focus on clustering, small-cluster corrections, spatial correlationrobustness— Focus on sensitivity checks and what additional checks are needed- No argument — Full comprehensive review
Output
Return the structured review report with priority recommendations.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: AlessandroCaforio
- Source: AlessandroCaforio/Academic-Writing
- License: MIT
Install and usage instructions live in the source repository linked above.
Reviews
No reviews yet, be the first.
Write a review
Versions
- v0.1.0 Imported from the upstream source.