Analytics Tracking
alirezarezvani/claude-skills
Set up, audit, and debug analytics tracking implementation — GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality.
Agent skill
Arpsych Organizing Framework
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when imposing an analytical structure or taxonomy on a psychology literature for an Annual Review of Psychology (ARPsych) review — the "spine" that turns a reading list into…
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Install Arpsych Organizing Framework
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-organizing-framework --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework .claude/skills/arpsych-organizing-framework && 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 "arpsych-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework into .claude/skills/arpsych-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-organizing-framework", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-frameworkType 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 brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-organizing-framework --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework .agents/skills/arpsych-organizing-framework && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "arpsych-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework into .agents/skills/arpsych-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-organizing-framework", 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 brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-organizing-framework --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework .cursor/skills/arpsych-organizing-framework && 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 "arpsych-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework into .cursor/skills/arpsych-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-organizing-framework", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework--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 brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-organizing-framework --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework .gemini/skills/arpsych-organizing-framework && 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 "arpsych-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework into .gemini/skills/arpsych-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-organizing-framework", 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 brycewang-stanford/Awesome-Journal-Skills arpsych-organizing-frameworkInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework .github/skills/arpsych-organizing-framework && 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 "arpsych-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework into .github/skills/arpsych-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-organizing-framework", 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 brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arpsych-organizing-framework --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework .opencode/skills/arpsych-organizing-framework && 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 "arpsych-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework into .opencode/skills/arpsych-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "arpsych-organizing-framework", 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
arpsych-organizing-framework- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 609 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when imposing an analytical structure or taxonomy on a psychology literature for an Annual Review of Psychology (ARPsych) review — the "spine" that turns a reading list into…
- Imposing an analytical structure
- SKILL.md covers When to trigger, Why the spine is the whole…, The test of a good framework and Checklist, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Arpsych Organizing Framework is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when imposing an analytical structure or taxonomy on a psychology literature for an Annual Review of Psychology (ARPsych) review — the "spine" that turns a reading list into an argument about the field. Designs the framework; it does not gather the literature (arpsych-literature-synthesis) or judge coverage and balance (arpsych-comprehensiveness-and-balance).
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.
The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Imposing an analytical structure
Example prompts
- “/arpsych-organizing-framework”
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. 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
Arpsych Organizing Framework loads about 1.3k tokens when it runs. Until then it costs about 99 tokens; SKILL.md has 609 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
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 609 words, ~1,341 tokens.
Download SKILL.mdSave it as
.claude/skills/arpsych-organizing-framework/SKILL.md (or your agent's skills folder).- name
- arpsych-organizing-framework
- description
- Use when imposing an analytical structure or taxonomy on a psychology literature for an Annual Review of Psychology (ARPsych) review — the "spine" that turns a reading list into an argument about the field. Designs the framework; it does not gather the literature (arpsych-literature-synthesis) or judge coverage and balance (arpsych-comprehensiveness-and-balance).
Organizing Framework — the Review's Spine (arpsych-organizing-framework)
When to trigger
- The evidence matrix is built but the draft would read like a list of studies
- Sections are named after methods ("fMRI studies", "behavioral studies") rather than ideas
- A reader could not predict what comes next or why studies are grouped as they are
- You cannot state in one sentence the argument the review makes about the field
Why the spine is the whole game at ARPsych
The most-cited reason review articles fail is that they are annotated bibliographies: study-after-study summaries with no organizing idea. A great ARPsych review imposes a structure the field did not have — a taxonomy, a unifying model, a sequence of questions, or a process diagram — that makes scattered work legible to a psychologist from an adjacent area. The framework is the contribution; the citations are the evidence. ARPsych's accessibility mandate raises the bar: the spine must be graspable by a non-specialist psychologist (a social psychologist reading a memory review) on one read. Choose it deliberately:
| Spine type | Organizes the field by | Best when |
|---|---|---|
| Taxonomy | mutually-exclusive categories of mechanism/construct | the field is fragmented into incommensurable subliteratures |
| Process model | stages of a mechanism (input → process → output) | the topic is a pathway (e.g., emotion generation, encoding→retrieval) |
| Levels of analysis | from neural to behavioral to social | the value is integrating across explanatory levels |
| Question sequence | a logical chain of sub-questions | the field has a natural "first know X, then Y" order |
| Paradigm/era | how thinking evolved and why | the evolution of ideas is itself the lesson |
| Theory contest | rival accounts of the same phenomenon | progress hinges on adjudicating competing theories |
Pick one primary spine; a second axis can order studies within a section, but a review with two competing spines reads as two reviews.
Show full SKILL.md (317 more words)Show less
The test of a good framework
- Exhaustive + exclusive (MECE-ish): every important study has exactly one natural home, and categories do not bleed.
- Generative: the framework predicts gaps — empty cells are open questions, not omissions (ARPsych prizes the forward-looking agenda).
- Reconciling: apparent contradictions become explained (studies disagree because they sit in different cells / measure different constructs / use different paradigms).
- Portable: an adjacent psychologist can restate the spine after one read and slot a new study into it.
Stress-test by placing 5 hard cases (studies that resist categorization). If three have no home, the spine is wrong — redesign before drafting.
The spine is also what lets an ARPsych review be selective without being incomplete: once each cell is defined, confirmatory studies can be cited in clusters within their cell while the prose discusses only the cell-defining work. This is how you honor coverage and the assigned-length envelope at once (检索于 2026-06；以官网为准). Design the spine before deciding what to foreground.
Checklist
- One primary spine chosen (taxonomy / process / levels / question-sequence / paradigm / theory-contest)
- The review's one-sentence argument about the field is written
- Every category traces to evidence-matrix rows (no empty rhetorical buckets)
- The framework reconciles at least one apparent contradiction in the literature
- Empty cells surfaced as open questions (the future agenda ARPsych expects)
- 5 hard-case studies each have a natural home
- Section headings name ideas/mechanisms, not "fMRI vs. behavioral"
- An adjacent psychologist could restate the spine and slot a new study into it
Anti-patterns
- The annotated bibliography: study-by-study summaries with no organizing idea (the cardinal sin)
- Sections named by method ("Neuroimaging", "Behavioral", "Other") — carry no analytical content
- A taxonomy whose categories overlap so every study is cited in three places
- Two competing spines fighting for control of the same review
- A framework so bespoke only the author can apply it (fails the accessibility test)
- Hiding the contribution: never stating, in one sentence, what the review argues about the field
Output format
【Spine type】taxonomy / process / levels / question-sequence / paradigm / theory-contest
【Argument about the field】"<one sentence the review makes>"
【Categories】<the cells / stages / sub-questions, each MECE>
【Reconciliation】<which contradiction the framework explains>
【Open questions】<empty cells surfaced as the future agenda>
【Hard-case test】5 awkward studies each placed? Y/N
【Accessibility】an adjacent psychologist can restate the spine? Y/N
【Next step】→ arpsych-comprehensiveness-and-balance (cover the cells fairly)© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Arpsych Organizing Framework 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 |
|---|---|---|---|---|---|---|
| Arpsych Organizing Framework this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Analytics Trackingalirezarezvani/claude-skills | 28k | 1 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Analyticsgetsentry/sentry | 46k | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Marketing Psychologynexu-io/open-design | 100k | — | ~317 | Automated safety check: Pass | Apache-2.0 | |
| Scientific Thinking Literature Reviewaffaan-m/ECC | 276k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Organizationthedaviddias/Front-End-Checklist | 74k | — | ~609 | Automated safety check: Pass | MIT |
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Questions about Arpsych Organizing Framework
What does Arpsych Organizing Framework do?
A skill your agent uses when imposing an analytical structure or taxonomy on a psychology literature for an Annual Review of Psychology (ARPsych) review — the "spine" that turns a reading list into…. Arpsych Organizing Framework is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when imposing an analytical structure or taxonomy on a psychology literature for an Annual Review of Psychology (ARPsych) review — the "spine" that turns a reading list into an argument about the field.
When should I use Arpsych Organizing Framework?
Arpsych Organizing Framework fits situations like: imposing an analytical structure.
How do I install Arpsych Organizing Framework in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a claude-code`. Or copy the skill folder (Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/arpsych-organizing-framework in your project. Claude Code loads it when a task matches its description.
How do I install Arpsych Organizing Framework in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a codex`. Or copy the skill folder (Annual-Review-of-Psychology-Skills/skills/arpsych-organizing-framework in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/arpsych-organizing-framework in your project. Codex loads it when a task matches its description.
Can I use Arpsych Organizing Framework 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 brycewang-stanford/Awesome-Journal-Skills --skill arpsych-organizing-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/arpsych-organizing-framework, .gemini/skills/arpsych-organizing-framework, .github/skills/arpsych-organizing-framework and .opencode/skills/arpsych-organizing-framework in your project.
What does Arpsych Organizing Framework need to run?
SKILL.md names no scripts, command-line tools or credentials: Arpsych Organizing Framework is instructions for the agent only.
Does Arpsych Organizing Framework 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 Arpsych Organizing Framework 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 Arpsych Organizing Framework use?
Arpsych Organizing Framework is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Arpsych Organizing Framework use?
About 1.3k tokens (SKILL.md is roughly 5.4k 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 Arpsych Organizing Framework?
Skills that share tags, products or a category with Arpsych Organizing Framework: Analytics Tracking (alirezarezvani/claude-skills, 28k stars), Analytics (getsentry/sentry, 46k stars), Marketing Psychology (nexu-io/open-design, 100k stars) and Scientific Thinking Literature Review (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Arpsych Organizing Framework?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.