Borrowing it
Nothing to install: this file belongs to nealcaren/social-data-analysis. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/nealcaren/social-data-analysis/main/CLAUDE.mdgit clone --depth 1 https://github.com/nealcaren/social-data-analysisWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/nealcaren/social-data-analysis/claude-md)<a href="https://agentmods.dev/instructions/nealcaren/social-data-analysis/claude-md"><img src="https://agentmods.dev/badge/instructions/nealcaren/social-data-analysis/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/nealcaren/social-data-analysis/claude-md"><img src="https://agentmods.dev/badge/instructions/nealcaren/social-data-analysis/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02379 | $0.02379 |
| Opus 5.5 | $0.00952 | $0.00952 |
| Sonnet 5.5 | $0.00476 | $0.00476 |
| Haiku 4.5 | $0.00238 | $0.00238 |
Grade A, and why
social-data-analysis CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 20d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 254 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Purpose
This repository provides a Claude Code plugin marketplace of skills for collecting and analyzing social science data. Each skill guides users through a structured, phased workflow with pauses for user input at each stage.
Scope: Only data collection and analysis skills are published here. Manuscript drafting and editing skills are not part of this repository.
Installation
Users can install this plugin marketplace and individual plugins with:
# Add the marketplace
/plugin marketplace add nealcaren/social-data-analysis
# Install only the plugins you need
/plugin install r-analyst@social-data-analysis
/plugin install stata-analyst@social-data-analysis
/plugin install interview-analyst@social-data-analysis
/plugin install abductive-analyst@social-data-analysis
/plugin install text-analyst@social-data-analysis
/plugin install prompt-optimizer@social-data-analysis
/plugin install dag-development@social-data-analysis
/plugin install lit-search@social-data-analysis
/plugin install lit-synthesis@social-data-analysis
/plugin install reading-agent@social-data-analysis
/plugin install zotero-rag@social-data-analysis
/plugin install verifier@social-data-analysis
/plugin install bibliography-builder@social-data-analysis
/plugin install peer-reviewer@social-data-analysis
/plugin install project-scaffold@social-data-analysis
/plugin install research-coordinator@social-data-analysis
Available Skills
After installation, invoke skills with:
| Skill | Purpose | Invocation |
|---|---|---|
| R Analyst | Statistical analysis in R for publication | /r-analyst |
| Stata Analyst | Statistical analysis in Stata for publication | /stata-analyst |
| Interview Analyst | Qualitative analysis of interview data | /interview-analyst |
| Abductive Analyst | Abductive analysis (Timmermans & Tavory) | /abductive-analyst |
| Text Analyst | Computational text analysis (R/Python) | /text-analyst |
| Prompt Optimizer | Optimize LLM prompts for text classification | /prompt-optimizer |
| DAG Development | Develop causal diagrams and render publication-ready figures | /dag-development |
| Lit Search | Build literature databases via OpenAlex | /lit-search |
| Lit Synthesis | Map theories, themes, and debates across a corpus of papers | /lit-synthesis |
| Reading Agent | Structured reading notes from PDFs | /reading-agent |
| Library RAG | Semantic search over a local library of papers | /zotero-rag |
| Verifier | Check quotes and claims against transcripts and sources | /verifier |
| Bibliography Builder | Match citations to references.bib and build reference lists | /bibliography-builder |
| Peer Reviewer | Simulated peer review from reviewer personas | /peer-reviewer |
| Project Scaffold | Set up project.yaml and progress.yaml | /project-scaffold |
| Research Coordinator | Orchestrate the analysis workflow across skills | /research-coordinator |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 20d ago Changed · -74 lines · -952 tokens per session 7a5d3d2d6b8e
- 2mo ago First seen · 328 lines · 3,331 tokens per session scan A dd9e5d3fb904
social-data-analysis CLAUDE.md is an instructions file published in the GitHub repository nealcaren/social-data-analysis (95 stars, last pushed 21d ago), licensed MIT. It adds 2,379 tokens to every session, about $0.0095 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
social-data-analysis CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| social-data-analysis CLAUDE.mdnealcaren/social-data-analysis | Instructions file | 95 | 21d ago | MIT | A | 2,379 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |