Peer Review
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
Agent skill
Revedres Comprehensiveness And Balance
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when testing exhaustiveness, risk-of-bias, heterogeneity, and sensitivity for a Review of Educational Research (RER) review or meta-analysis.
Install Revedres Comprehensiveness And Balance
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-comprehensiveness-and-balance -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-comprehensiveness-and-balance --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/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance .claude/skills/revedres-comprehensiveness-and-balance && 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 "revedres-comprehensiveness-and-balance" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance into .claude/skills/revedres-comprehensiveness-and-balance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-comprehensiveness-and-balance", 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/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balanceType 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 revedres-comprehensiveness-and-balance -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-comprehensiveness-and-balance --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/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance .agents/skills/revedres-comprehensiveness-and-balance && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "revedres-comprehensiveness-and-balance" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance into .agents/skills/revedres-comprehensiveness-and-balance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-comprehensiveness-and-balance", 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 revedres-comprehensiveness-and-balance -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-comprehensiveness-and-balance --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/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance .cursor/skills/revedres-comprehensiveness-and-balance && 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 "revedres-comprehensiveness-and-balance" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance into .cursor/skills/revedres-comprehensiveness-and-balance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-comprehensiveness-and-balance", 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 Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance--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 revedres-comprehensiveness-and-balance -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revedres-comprehensiveness-and-balance --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/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance .gemini/skills/revedres-comprehensiveness-and-balance && 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 "revedres-comprehensiveness-and-balance" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance into .gemini/skills/revedres-comprehensiveness-and-balance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-comprehensiveness-and-balance", 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 revedres-comprehensiveness-and-balanceInstalls 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 revedres-comprehensiveness-and-balance -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/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance .github/skills/revedres-comprehensiveness-and-balance && 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 "revedres-comprehensiveness-and-balance" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance into .github/skills/revedres-comprehensiveness-and-balance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-comprehensiveness-and-balance", 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 revedres-comprehensiveness-and-balance -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 revedres-comprehensiveness-and-balance --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/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance .opencode/skills/revedres-comprehensiveness-and-balance && 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 "revedres-comprehensiveness-and-balance" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance into .opencode/skills/revedres-comprehensiveness-and-balance/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revedres-comprehensiveness-and-balance", 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
revedres-comprehensiveness-and-balance- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 516 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when testing exhaustiveness, risk-of-bias, heterogeneity, and sensitivity for a Review of Educational Research (RER) review or meta-analysis.
- Works in 3 steps: Saturation evidence. Show that the… → Named-omission test. Could an informed… → Grey-literature & language reach.…
- Testing exhaustiveness
- SKILL.md covers When to trigger, Comprehensiveness: prove there…, Balance: weigh evidence, never… and Robustness (meta-analysis):…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Revedres Comprehensiveness And Balance is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when testing exhaustiveness, risk-of-bias, heterogeneity, and sensitivity for a Review of Educational Research (RER) review or meta-analysis. Hardens the synthesis against omission and fragility; it does not build the conceptual spine (revedres-organizing-framework) or settle coding reliability and open materials (revedres-transparency-and-reproducibility).
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 Research & Science, covering Reproducible research. 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
- Testing exhaustiveness
- Sensitivity for a Review of Educational Research (RER) review
Example prompts
- “/revedres-comprehensiveness-and-balance”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Saturation evidence. Show that the search reached the point where new searches stopped yielding eligible studies (from…
- Named-omission test. Could an informed reviewer name an important study, research group, or adjacent literature you left out? If yes…
- Grey-literature & language reach. Excluding dissertations, reports, or non-English work narrows scope and biases effects — acknowledge…
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
Revedres Comprehensiveness And Balance loads about 1.3k tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 516 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). 516 words, ~1,277 tokens.
Download SKILL.mdSave it as
.claude/skills/revedres-comprehensiveness-and-balance/SKILL.md (or your agent's skills folder).- name
- revedres-comprehensiveness-and-balance
- description
- Use when testing exhaustiveness, risk-of-bias, heterogeneity, and sensitivity for a Review of Educational Research (RER) review or meta-analysis. Hardens the synthesis against omission and fragility; it does not build the conceptual spine (revedres-organizing-framework) or settle coding reliability and open materials (revedres-transparency-and-reproducibility).
Comprehensiveness & Balance (revedres-comprehensiveness-and-balance)
When to trigger
- The corpus and framework exist, but you have not stress-tested coverage or robustness
- A pooled effect is reported without heterogeneity, bias, or sensitivity analysis
- You worry a reviewer will name an omitted study, school, or contradictory finding
- Conflicting studies are being tallied rather than weighed by design quality
Comprehensiveness: prove there are no holes
RER asks for comprehensive reviews; the burden is on you to make exhaustiveness provable, not asserted.
- Saturation evidence. Show that the search reached the point where new searches stopped yielding eligible studies (from
revedres-literature-synthesis). - Named-omission test. Could an informed reviewer name an important study, research group, or adjacent literature you left out? If yes, include it or justify the boundary explicitly.
- Grey-literature & language reach. Excluding dissertations, reports, or non-English work narrows scope and biases effects — acknowledge and, where feasible, widen.
Balance: weigh evidence, never vote-count
The amateur move is vote-counting — tallying significant vs. null studies. The RER standard is to weigh evidence by what each study measures and how credibly.
- Risk-of-bias appraisal. Apply the a-priori tool to every included study; let credibility, not count, drive emphasis. A handful of well-identified studies can outweigh many weak ones.
- Estimand discipline. Reconcile conflicting findings by asking whether studies estimate the same object (population, construct, horizon, comparison). Apparent contradictions often dissolve.
- Steelman rival perspectives. State each theoretical or methodological camp at its strongest before its limits; flag — and bracket — your own program so emphasis is identity-blind.
Show full SKILL.md (268 more words)Show less
Robustness (meta-analysis): make the number survive scrutiny
A pooled effect is a claim, not a fact, until you show it is not an artifact.
| Probe | What it guards against |
|---|---|
| Heterogeneity (Q, I², τ²) | reporting one number for a mix of different effects |
| Moderator analysis | masking real variation the framework should explain |
| Publication-bias diagnostics (funnel, Egger, trim-and-fill, p-curve/selection models) | an inflated effect from missing null results |
| Sensitivity analysis (leave-one-out, influence, alternative models) | a result driven by one study or one modeling choice |
| Dependent-effects handling (multilevel / robust variance) | false precision from multiple effects per sample |
For a narrative synthesis, the analogues are: confidence in the body of evidence (e.g. a GRADE-style judgment), explicit handling of conflicting findings, and a sensitivity check on which conclusions survive dropping the weakest studies.
Checklist
- Saturation documented; no eligible study/database a reviewer could name as missing
- Grey-literature/language exclusions acknowledged with their bias implications
- Risk-of-bias appraised for every study; emphasis tracks credibility, not count
- Conflicting findings reconciled by estimand + design, not tallied
- Rival camps steelmanned; author's own work bracketed for identity-blind emphasis
- (Meta) heterogeneity, moderators, publication-bias, and sensitivity all reported
- (Meta) dependent effects modeled (multilevel / robust variance), not ignored
- (Narrative) strength-of-evidence judged and a drop-the-weakest sensitivity check run
Anti-patterns
- Vote-counting significant vs. null studies as if each carries equal weight
- A single pooled effect with no I²/τ², no moderators, and no publication-bias check
- Ignoring dependent effect sizes, manufacturing false precision
- Excluding grey literature silently, then reporting an upward-biased effect
- Caricaturing the camp the author disagrees with instead of steelmanning it
- Treating "I found a lot of studies" as proof of comprehensiveness without saturation evidence
Output format
【Saturation】documented? Y/N — named-omission test passed? Y/N
【Grey lit / language】exclusions + bias implication stated? Y/N
【Risk of bias】appraised for all studies; emphasis credibility-weighted? Y/N
【Conflict handling】reconciled by estimand/design (not vote-count)? Y/N
【Heterogeneity】I²/τ² + moderators reported? Y/N (meta) | strength-of-evidence judged (narrative)
【Publication bias】funnel/Egger/trim-fill/p-curve run? Y/N
【Sensitivity】leave-one-out / alt models / dependent-effects model? Y/N
【Next step】→ revedres-tables-figures (PRISMA flow, forest/funnel, coding tables)© 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 Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Revedres Comprehensiveness And Balance 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 |
|---|---|---|---|---|---|---|
| Revedres Comprehensiveness And Balance this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Compute Environment Setupaipoch/open-science | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Figure Styleaipoch/open-science | 5.5k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Add Bactopia Toolbactopia/bactopia | 522 | — | ~4.1k | Automated safety check: Pass | MIT |
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Figure Style
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Categories
Questions about Revedres Comprehensiveness And Balance
What does Revedres Comprehensiveness And Balance do?
A skill your agent uses when testing exhaustiveness, risk-of-bias, heterogeneity, and sensitivity for a Review of Educational Research (RER) review or meta-analysis. Revedres Comprehensiveness And Balance is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when testing exhaustiveness, risk-of-bias, heterogeneity, and sensitivity for a Review of Educational Research (RER) review or meta-analysis.
When should I use Revedres Comprehensiveness And Balance?
Revedres Comprehensiveness And Balance fits situations like: testing exhaustiveness; sensitivity for a Review of Educational Research (RER) review.
How do I install Revedres Comprehensiveness And Balance in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-comprehensiveness-and-balance -a claude-code`. Or copy the skill folder (Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/revedres-comprehensiveness-and-balance in your project. Claude Code loads it when a task matches its description.
How do I install Revedres Comprehensiveness And Balance in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revedres-comprehensiveness-and-balance -a codex`. Or copy the skill folder (Review-of-Educational-Research-Skills/skills/revedres-comprehensiveness-and-balance in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/revedres-comprehensiveness-and-balance in your project. Codex loads it when a task matches its description.
Can I use Revedres Comprehensiveness And Balance 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 revedres-comprehensiveness-and-balance -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/revedres-comprehensiveness-and-balance, .gemini/skills/revedres-comprehensiveness-and-balance, .github/skills/revedres-comprehensiveness-and-balance and .opencode/skills/revedres-comprehensiveness-and-balance in your project.
What does Revedres Comprehensiveness And Balance need to run?
SKILL.md names no scripts, command-line tools or credentials: Revedres Comprehensiveness And Balance is instructions for the agent only.
Does Revedres Comprehensiveness And Balance 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 Revedres Comprehensiveness And Balance 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 Revedres Comprehensiveness And Balance use?
Revedres Comprehensiveness And Balance 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 Revedres Comprehensiveness And Balance use?
About 1.3k tokens (SKILL.md is roughly 5.1k 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 Revedres Comprehensiveness And Balance?
Skills that share tags, products or a category with Revedres Comprehensiveness And Balance: Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Compute Environment Setup (aipoch/open-science, 5.5k stars) and Figure Style (aipoch/open-science, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Revedres Comprehensiveness And Balance?
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.