Agent skill

Acr Identification

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when the empirical identification strategy is the bottleneck for a 《会计研究》 (Accounting Research) manuscript — exogenous standard / regulatory changes (event study, DID), PSM…

No licenceAuto-check passedBusiness, Finance & HR

Install Acr Identification

skills CLI
$ npx skills add franklee16/academic-research-skills --skill acr-identification -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills acr-identification --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Accounting-Research-Skills/skills/acr-identification .claude/skills/acr-identification && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
acr-identification
GitHub stars
223
Used in
1 other repo
Token cost
~446 tokens
SKILL.md length
100 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when the empirical identification strategy is the bottleneck for a 《会计研究》 (Accounting Research) manuscript — exogenous standard / regulatory changes (event study, DID), PSM…

  • Works in 6 steps: 准则/监管外生变更 + DID 或事件研究(本刊黄金来源:统一推行、对企业近似外生) → 断点回归(清晰的监管门槛,如某规模/比例阈值触发披露义务) → PSM + DID(处理自选择 + 时间趋势) → …
  • IV — and you need to stress-test the design before drafting tables
  • SKILL.md covers 触发时机, 设计优先级(本刊偏好,强 → 弱), 分支路径 and 必查清单, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Acr Identification is an agent skill from franklee16/academic-research-skills. Use when the empirical identification strategy is the bottleneck for a 《会计研究》 (Accounting Research) manuscript — exogenous standard / regulatory changes (event study, DID), PSM, Heckman, IV — and you need to stress-test the design before drafting tables. Prefers standard/regulatory shocks as the cleanest accounting identification source.

Its SKILL.md is about 450 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Accounting and bookkeeping and Load testing. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • IV — and you need to stress-test the design before drafting tables
  • Tasks that involve Accounting and bookkeeping
  • Tasks that involve Load testing

Example prompts

  • “/acr-identification”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. 准则/监管外生变更 + DID 或事件研究(本刊黄金来源:统一推行、对企业近似外生)
  2. 断点回归(清晰的监管门槛,如某规模/比例阈值触发披露义务)
  3. PSM + DID(处理自选择 + 时间趋势)
  4. Heckman 两阶段(自选择,如是否自愿披露、是否聘大所)
  5. 工具变量(强工具 + 排他性论证,会计场景工具较难,慎用)
  6. OLS + 严密内生性讨论(描述性/计量基准类文章可接受)

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Acr Identification loads about 446 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 100 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
When it runs · the whole SKILL.md, loaded when a task matches
~446

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 100 words (~446 tokens).

name
acr-identification

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Accounting-Research-Skills/skills/acr-identification of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Acr Identification next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Acr Identification compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Acr Identification this skillfranklee16/academic-research-skills2231 repos~446Automated safety check: PassNone
Sync Upstreamnyaruka/phonenumbers1.6k—~2.8kAutomated safety check: PassMIT
Radiology Tablehuang-sir1/radiology-skills1.9k—~1.3kAutomated safety check: PassCustom licence
ERPClaw ERP Controlleravansaber/erpclaw114—~18kAutomated safety check: PassGPL-3.0
Performance Testingfacioquo/stock-indicators-dotnet1.2k—~1.1kAutomated safety check: PassApache-2.0
Odoo Agency Fleet Reviewerpipe-org/mcp-odoo421—~699Automated safety check: PassMIT

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Questions about Acr Identification

What does Acr Identification do?

A skill your agent uses when the empirical identification strategy is the bottleneck for a 《会计研究》 (Accounting Research) manuscript — exogenous standard / regulatory changes (event study, DID), PSM…. Acr Identification is an agent skill from franklee16/academic-research-skills. Use when the empirical identification strategy is the bottleneck for a 《会计研究》 (Accounting Research) manuscript — exogenous standard / regulatory changes (event study, DID), PSM, Heckman, IV — and you need to stress-test the design before drafting tables.

When should I use Acr Identification?

Acr Identification fits situations like: IV — and you need to stress-test the design before drafting tables; tasks that involve Accounting and bookkeeping; tasks that involve Load testing.

How do I install Acr Identification in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill acr-identification -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Accounting-Research-Skills/skills/acr-identification in franklee16/academic-research-skills) into .claude/skills/acr-identification in your project. Claude Code loads it when a task matches its description.

How do I install Acr Identification in Codex?

Run `npx skills add franklee16/academic-research-skills --skill acr-identification -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Accounting-Research-Skills/skills/acr-identification in franklee16/academic-research-skills) into .agents/skills/acr-identification in your project. Codex loads it when a task matches its description.

Can I use Acr Identification in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill acr-identification -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/acr-identification, .gemini/skills/acr-identification, .github/skills/acr-identification and .opencode/skills/acr-identification in your project.

What does Acr Identification need to run?

SKILL.md names no scripts, command-line tools or credentials: Acr Identification is instructions for the agent only.

Does Acr Identification access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Acr Identification safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Acr Identification use?

No licence was found for Acr Identification or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Acr Identification use?

About 446 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Acr Identification?

Skills that share tags, products or a category with Acr Identification: Sync Upstream (nyaruka/phonenumbers, 1.6k stars), Radiology Table (huang-sir1/radiology-skills, 1.9k stars), ERPClaw ERP Controller (avansaber/erpclaw, 114 stars) and Performance Testing (facioquo/stock-indicators-dotnet, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Acr Identification?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.