Replication Audit
flonat/flonat-research
Map claims in a literature to independent replications, robustness checks, failures, and unresolved evidence gaps.
A skill your agent uses when building the replication package for an American Journal of Political Science (AJPS) manuscript.
Install Ajps Replication And Verification
$ npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills ajps-replication-and-verification --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification .claude/skills/ajps-replication-and-verification && rm -rf skills-srcUse ~/.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/
Install the "ajps-replication-and-verification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification into .claude/skills/ajps-replication-and-verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ajps-replication-and-verification", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verificationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills ajps-replication-and-verification --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification .agents/skills/ajps-replication-and-verification && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ajps-replication-and-verification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification into .agents/skills/ajps-replication-and-verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ajps-replication-and-verification", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills ajps-replication-and-verification --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification .cursor/skills/ajps-replication-and-verification && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ajps-replication-and-verification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification into .cursor/skills/ajps-replication-and-verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ajps-replication-and-verification", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills ajps-replication-and-verification --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification .gemini/skills/ajps-replication-and-verification && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ajps-replication-and-verification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification into .gemini/skills/ajps-replication-and-verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ajps-replication-and-verification", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills ajps-replication-and-verificationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification .github/skills/ajps-replication-and-verification && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ajps-replication-and-verification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification into .github/skills/ajps-replication-and-verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ajps-replication-and-verification", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills ajps-replication-and-verification --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification .opencode/skills/ajps-replication-and-verification && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ajps-replication-and-verification" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification into .opencode/skills/ajps-replication-and-verification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ajps-replication-and-verification", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ajps-replication-and-verification- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1.3k tokens
- SKILL.md length
- 557 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when building the replication package for an American Journal of Political Science (AJPS) manuscript.
- Works in 4 steps: Deposit to the AJPS Dataverse. Materials… → Independent third-party verification. A… → Qualitative path. Qualitative /… → …
- Building the replication package for an American Journal of Political Science (AJPS) manuscript
- SKILL.md covers When to trigger, How AJPS verification actually…, Build-as-you-go checklist (so… and When data cannot be shared, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ajps Replication And Verification is an agent skill from franklee16/academic-research-skills. Use when building the replication package for an American Journal of Political Science (AJPS) manuscript. AJPS is famous for MANDATORY third-party PRE-publication verification — an independent verifier re-runs your deposited code and confirms it reproduces the numerical results in the main text before the article is published, with materials deposited to the AJPS Dataverse on Harvard Dataverse. Prepares the package; it does not waive requirements.
Its SKILL.md is about 1.3k 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 Databases, covering Database administration and Econometrics and empirical research. 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
- Building the replication package for an American Journal of Political Science (AJPS) manuscript
- Tasks that involve Database administration
- Tasks that involve Econometrics and empirical research
Example prompts
- “/ajps-replication-and-verification”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Deposit to the AJPS Dataverse. Materials go into a Dataset within the **AJPS Dataverse on the
- Independent third-party verification. A verifier re-runs the code and confirms it reproduces the
- Qualitative path. Qualitative / multi-method materials are historically handled via the
- Timing. It happens **after the final draft is submitted, during the technical check, before
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
Ajps Replication And Verification loads about 1.3k tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 557 words of instructions outside code blocks.
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 557 words (~1,323 tokens).
“This is AJPS's signature differentiator. Unlike journals that check reproducibility in-house (or not at all), AJPS sends your deposited materials to an independent third party that actually re-runs the code and confirms it reproduces the numerical results reported in the…”
- name
- ajps-replication-and-verification
Files
Just SKILL.md in Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification 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
Ajps Replication And Verification 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ajps Replication And Verification this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Replication Auditflonat/flonat-research | 146 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Rof Replication And Data Policybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Jeem Replication Packagebrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Jue Replication Packagebrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Scholar Replicationjoshzyj/open-scholar-skill | 168 | — | ~19k | Automated safety check: Pass | Custom licence |
Similar skills
Rof Replication And Data Policy
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when preparing the Review of Finance (RoF) replication package — code, data, pseudo-datasets for proprietary sources such as Datastream or Bankscope, log files, the Data…
Jeem Replication Package
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when assembling the data and code deposit for a Journal of Environmental Economics and Management (JEEM) manuscript — meeting JEEM's data-availability/replication…
Jue Replication Package
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when assembling the data and code deposit for a Journal of Urban Economics (JUE) manuscript under its mandatory replication policy — especially geocoded, restricted, or…
Scholar Replication
joshzyj/open-scholar-skill
Build, document, test, and validate a journal-ready replication package for social science research.
- Official
Hybrid Cloud Outboxes
getsentry/sentry
Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.
More from franklee16/academic-research-skills
All 1,617 skills in this repoEconometric Research Writing
franklee16/academic-research-skills
End-to-end econometric analysis and economics/management paper-writing workflow.
Paper Revision
franklee16/academic-research-skills
Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.
Sci Ssci Polishing
franklee16/academic-research-skills
A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…
Research Defense Radar
franklee16/academic-research-skills
Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…
Academic Grant
franklee16/academic-research-skills
Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.
Chinese Reference Formatter Skill
franklee16/academic-research-skills
A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…
Related
Categories
Questions about Ajps Replication And Verification
What does Ajps Replication And Verification do?
A skill your agent uses when building the replication package for an American Journal of Political Science (AJPS) manuscript. Ajps Replication And Verification is an agent skill from franklee16/academic-research-skills. Use when building the replication package for an American Journal of Political Science (AJPS) manuscript.
When should I use Ajps Replication And Verification?
Ajps Replication And Verification fits situations like: building the replication package for an American Journal of Political Science (AJPS) manuscript; tasks that involve Database administration; tasks that involve Econometrics and empirical research.
How do I install Ajps Replication And Verification in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification in franklee16/academic-research-skills) into .claude/skills/ajps-replication-and-verification in your project. Claude Code loads it when a task matches its description.
How do I install Ajps Replication And Verification in Codex?
Run `npx skills add franklee16/academic-research-skills --skill ajps-replication-and-verification -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/American-Journal-of-Political-Science-Skills/skills/ajps-replication-and-verification in franklee16/academic-research-skills) into .agents/skills/ajps-replication-and-verification in your project. Codex loads it when a task matches its description.
Can I use Ajps Replication And Verification 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 ajps-replication-and-verification -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ajps-replication-and-verification, .gemini/skills/ajps-replication-and-verification, .github/skills/ajps-replication-and-verification and .opencode/skills/ajps-replication-and-verification in your project.
What does Ajps Replication And Verification need to run?
SKILL.md names no scripts, command-line tools or credentials: Ajps Replication And Verification is instructions for the agent only.
Does Ajps Replication And Verification 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 Ajps Replication And Verification 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 Ajps Replication And Verification use?
No licence was found for Ajps Replication And Verification or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ajps Replication And Verification use?
About 1.3k tokens (SKILL.md is roughly 5.3k 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 Ajps Replication And Verification?
Skills that share tags, products or a category with Ajps Replication And Verification: Replication Audit (flonat/flonat-research, 146 stars), Rof Replication And Data Policy (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jeem Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Jue Replication Package (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ajps Replication And Verification?
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.