Hybrid Cloud Outboxes
getsentry/sentry
Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.
Agent skill
Govern Transparency And Data
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy, Administration, and Institutions manuscript.
Install Govern Transparency And Data
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill govern-transparency-and-data -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills govern-transparency-and-data --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/Governance-Journal-Skills/skills/govern-transparency-and-data .claude/skills/govern-transparency-and-data && 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 "govern-transparency-and-data" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Governance-Journal-Skills/skills/govern-transparency-and-data into .claude/skills/govern-transparency-and-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "govern-transparency-and-data", 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/Governance-Journal-Skills/skills/govern-transparency-and-dataType 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 govern-transparency-and-data -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills govern-transparency-and-data --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/Governance-Journal-Skills/skills/govern-transparency-and-data .agents/skills/govern-transparency-and-data && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "govern-transparency-and-data" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Governance-Journal-Skills/skills/govern-transparency-and-data into .agents/skills/govern-transparency-and-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "govern-transparency-and-data", 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 govern-transparency-and-data -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills govern-transparency-and-data --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/Governance-Journal-Skills/skills/govern-transparency-and-data .cursor/skills/govern-transparency-and-data && 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 "govern-transparency-and-data" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Governance-Journal-Skills/skills/govern-transparency-and-data into .cursor/skills/govern-transparency-and-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "govern-transparency-and-data", 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 Governance-Journal-Skills/skills/govern-transparency-and-data--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 govern-transparency-and-data -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills govern-transparency-and-data --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/Governance-Journal-Skills/skills/govern-transparency-and-data .gemini/skills/govern-transparency-and-data && 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 "govern-transparency-and-data" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Governance-Journal-Skills/skills/govern-transparency-and-data into .gemini/skills/govern-transparency-and-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "govern-transparency-and-data", 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 govern-transparency-and-dataInstalls 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 govern-transparency-and-data -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/Governance-Journal-Skills/skills/govern-transparency-and-data .github/skills/govern-transparency-and-data && 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 "govern-transparency-and-data" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Governance-Journal-Skills/skills/govern-transparency-and-data into .github/skills/govern-transparency-and-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "govern-transparency-and-data", 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 govern-transparency-and-data -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 govern-transparency-and-data --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/Governance-Journal-Skills/skills/govern-transparency-and-data .opencode/skills/govern-transparency-and-data && 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 "govern-transparency-and-data" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Governance-Journal-Skills/skills/govern-transparency-and-data into .opencode/skills/govern-transparency-and-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "govern-transparency-and-data", 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
govern-transparency-and-data- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 606 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy, Administration, and Institutions manuscript.
- Preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy
- SKILL.md covers When to trigger, The Data Availability…, Checklist (build the… and Qualitative &…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Institutions manuscript
What it does
Govern Transparency And Data is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy, Administration, and Institutions manuscript. Governance requires the statement (mandatory) and encourages sharing data/code in a DOI-citable repository, but does not run a verified pre-publication reproduction check like APSR. Builds the statement and materials; it does not waive requirements.
Its SKILL.md is about 1.5k 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. 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
- Preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy
- Institutions manuscript
Example prompts
- “/govern-transparency-and-data”
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
Govern Transparency And Data loads about 1.5k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 606 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). 606 words, ~1,468 tokens.
Download SKILL.mdSave it as
.claude/skills/govern-transparency-and-data/SKILL.md (or your agent's skills folder).- name
- govern-transparency-and-data
- description
- Use when preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy, Administration, and Institutions manuscript. Governance requires the statement (mandatory) and encourages sharing data/code in a DOI-citable repository, but does not run a verified pre-publication reproduction check like APSR. Builds the statement and materials; it does not waive requirements.
Transparency & Data (govern-transparency-and-data)
Governance requires a Data Availability Statement with the manuscript — a statement of whether replication materials (data, code) exist and how a reader can access them. Be clear-eyed about the bar: the statement is mandatory, and sharing in a DOI-citable repository is recommended and increasingly expected, but Governance does not run a verified, editor-checked pre-publication reproduction gate the way APSR's Dataverse workflow does. That makes the statement an honesty-and-access commitment, not a reproduction certificate — so write it precisely and build the materials as you go.
When to trigger
- Writing the Data Availability Statement for submission (it is required at submission)
- Building the replication package (data, code, documentation) to back that statement
- Data cannot be fully shared (privacy, ethics, legal/provider restrictions) and you need the exemption/access path
- A qualitative or comparative-historical paper needs a transparency plan for sources and process tracing
- Referencing a preregistration / pre-analysis plan (it may be supplied as supplementary material)
The Data Availability Statement (mandatory)
The statement must say, plainly, whether replication materials are available and how to get them. Pick the case that matches reality and state it exactly:
- Openly available — "The data and code that support the findings of this study are openly available in [repository] at [DOI/URL]." Name a DOI-citable repository (Harvard Dataverse, OSF, or Zenodo are good choices) rather than a personal website or a generic cloud link.
- Available on request / restricted — say why (provider terms, privacy, ethics) and give the exact access route (application process, provider contact, data-use agreement).
- Not applicable — only if the study genuinely generated/analyzed no shareable data; say so honestly.
Do not write "available on request" as a euphemism for "not prepared." Match the statement to materials that actually exist.
Checklist (build the replication materials as you go)
- One master script regenerates every table and figure from raw/constructed data
- README documents data provenance, country/case coverage, construction steps, and how to reproduce each exhibit
- Seeds set and reported for every stochastic step
- Software/package versions pinned (
renv.lock/requirements.txt/ recorded installs) - Exhibit numbers in the manuscript match the package output exactly
- Materials deposited in a DOI-citable repository; the DOI appears in the statement
Even though no editor re-runs your code pre-publication, post-publication scrutiny and replication are real; a package that does not reproduce your tables is a reputational liability.
Show full SKILL.md (228 more words)Show less
Qualitative & comparative-historical transparency
- Document sources and the process-tracing chain: an evidence/source table linking each key claim to its document, interview, or archival reference.
- Use active-citation / annotated-source practices where the analytic weight rests on specific texts.
- The Qualitative Data Repository (QDR) is an option for depositing qualitative data with controlled access (interview transcripts, fieldnotes) where ethics/consent limit open sharing.
Restricted data (exemption / access path)
- Explain why the data are not openly available (provider terms, privacy, ethics, legal limits).
- Provide README instructions on exactly how others can obtain the data (application, provider contact, data-use agreement steps).
- Where feasible, provide synthetic data resembling the real data so the code can be executed.
Pre-analysis plan
- An anonymized pre-analysis plan may be supplied as supplementary material for prospective designs; reference it (anonymized for double-blind review) and keep the analysis consistent with it.
Anti-patterns
- Treating the Data Availability Statement as boilerplate decoupled from real materials
- "Available on request" used to avoid preparing data that could be shared
- A personal URL or expiring cloud link instead of a DOI-citable repository
- Claiming data are restricted with no access path and no synthetic substitute
- Assuming "no verified reproduction check" means the code need not actually reproduce the tables
- Undocumented, un-seeded, unpinned code that "works on my machine"
Output format
【Statement case】openly available / restricted-with-access / not applicable
【Repository】DOI-citable (Dataverse / OSF / Zenodo)? DOI in statement? [Y/N]
【Reproduces tables/figures?】master script verified locally? [Y/N]
【Documentation】README + provenance + seeds + pinned versions? [Y/N]
【Restricted data?】reason + access path + synthetic data? [Y/N/NA]
【Qualitative transparency】sources/process-tracing documented (QDR if needed)? [Y/N/NA]
【Pre-analysis plan】anonymized, as supplementary? [Y/N/NA]
【Next】govern-review-processSupplementary resources
../../resources/external_tools.md— repositories (Dataverse/OSF/Zenodo), reproducibility tooling, QDR../../resources/official-source-map.md— Governance Data Availability Statement policy and Wiley data-sharing guidance
© 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 Governance-Journal-Skills/skills/govern-transparency-and-data of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Govern Transparency And Data 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 |
|---|---|---|---|---|---|---|
| Govern Transparency And Data this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Hybrid Cloud Outboxesgetsentry/sentry | 46k | — | ~4.8k | Automated safety check: Pass | Custom licence | |
| Replicate Video AdJingyi-Wu-Richael/replicate-video-ad | 108 | 1 repos | ~1.6k | Automated safety check: Pass | None | |
| Sea Orm 2FlyinPancake/yoink | 112 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Pixel Perfect ReplicationYu-369/VibeCurb | 979 | — | ~8.7k | Automated safety check: Pass | MIT | |
| Horse Database PoolingHashLoad/horse | 1.4k | — | ~1.4k | Automated safety check: Pass | MIT |
Similar skills
- Official
Replicate Video Ad
Jingyi-Wu-Richael/replicate-video-ad
Analyze a reference video frame by frame and turn its visual grammar, story beats, dialogue, product reveal, proof sequence, and conversion structure into a production-ready ecommerce story-ad…
Sea Orm 2
FlyinPancake/yoink
Expert guidance for SeaORM 2.0, Rust's async ORM with strongly-typed columns, nested ActiveModels, Entity Loader API, and entity-first workflow.
Pixel Perfect Replication
Yu-369/VibeCurb
Image-to-code replication pipeline. An agent skill from Yu-369/VibeCurb.
Horse Database Pooling
HashLoad/horse
Guide for setting up thread-safe database connection pooling (FireDAC / UniDAC) in multithreaded Horse applications.
- Official
Redis Clustering
redis/agent-skills
Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas to scale read-heavy workloads.
More from brycewang-stanford/Awesome-Journal-Skills
All 2,387 skills in this repoAaag Data Analysis
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
Aaag Literature Positioning
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
Aaag Rebuttal
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
Aaag Research Design
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
Aaag Review Process
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
Aaag Submission
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Related
Categories
Questions about Govern Transparency And Data
What does Govern Transparency And Data do?
A skill your agent uses when preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy, Administration, and Institutions manuscript. Govern Transparency And Data is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy, Administration, and Institutions manuscript.
When should I use Govern Transparency And Data?
Govern Transparency And Data fits situations like: preparing the Data Availability Statement and replication materials for a Governance: An International Journal of Policy; institutions manuscript.
How do I install Govern Transparency And Data in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill govern-transparency-and-data -a claude-code`. Or copy the skill folder (Governance-Journal-Skills/skills/govern-transparency-and-data in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/govern-transparency-and-data in your project. Claude Code loads it when a task matches its description.
How do I install Govern Transparency And Data in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill govern-transparency-and-data -a codex`. Or copy the skill folder (Governance-Journal-Skills/skills/govern-transparency-and-data in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/govern-transparency-and-data in your project. Codex loads it when a task matches its description.
Can I use Govern Transparency And Data 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 govern-transparency-and-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/govern-transparency-and-data, .gemini/skills/govern-transparency-and-data, .github/skills/govern-transparency-and-data and .opencode/skills/govern-transparency-and-data in your project.
What does Govern Transparency And Data need to run?
SKILL.md names no scripts, command-line tools or credentials: Govern Transparency And Data is instructions for the agent only.
Does Govern Transparency And Data 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 Govern Transparency And Data 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 Govern Transparency And Data use?
Govern Transparency And Data 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 Govern Transparency And Data use?
About 1.5k tokens (SKILL.md is roughly 5.9k 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 Govern Transparency And Data?
Skills that share tags, products or a category with Govern Transparency And Data: Hybrid Cloud Outboxes (getsentry/sentry, 46k stars), Replicate Video Ad (Jingyi-Wu-Richael/replicate-video-ad, 108 stars), Sea Orm 2 (FlyinPancake/yoink, 112 stars) and Pixel Perfect Replication (Yu-369/VibeCurb, 979 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Govern Transparency And Data?
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.