database
Skill0 starsChanged 2 months agoMITView on GitHub
Optional skill for schema, migration, and data-model work. Use only when persistence design or migration evidence is required for the current product outcome.
31 other projects use a version of this.
Adopted by
Most recently taken up by
- artivilla/agent-skillstheir own version, first seen Nov 8, 2026
- AsiaOstrich/EngramGraphtheir own version, first seen Nov 8, 2026
- theopenco/llmgatewaytheir own version, first seen Nov 6, 2026
- davidvornholt/mail-mcptheir own version, first seen Nov 5, 2026
- davidvornholt/mailboxtheir own version, first seen Nov 5, 2026
- AsiaOstrich/universal-dev-standardstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use monitoring, ci-cd and 8 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
rogue-dev-studioSkillmonitoring
Claude monitoring and usage tracking tools (UV, claude-monitor, claude-usage-cli). Use when the project needs this capability or the user / team manifest asks for it. Use for specialized `monitoring` work when listed in TEAM.yaml or explicitly requested.
Also in 3 projects that use this
JohnJBorenSkillci-cd
CI/CD pipeline design, GitHub Actions, testing automation, and deployment strategies
Also in 4 projects that use this
klauswgSkillperformance
Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "fix slow loading", "improve page speed", or "performance audit".
Also in 6 projects that use this
0xSeroSkillsecurity
Also in 11 projects that use this
JkudjoSkillincident
Production incident response — structured triage, hypothesis tree, safe remediation, incident record
Also in 3 projects that use this
GitHubSkillstate-management
CoreAI Sandbox's TanStack Query + mock-JSON data layer. USE WHEN: editing data-fetching hooks (`app/hooks/use*.ts`), adding mock data in `app/data/`, or wiring a component to query state.
Also in 3 projects that use this
Other versions31 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 31
- gridaco/grida★ 2.7ksame name
- theopenco/llmgateway★ 1.7ksame name
- AsiaOstrich/universal-dev-standards★ 84same name
- msrv-tech/skills★ 60same name
- manu14357/Zelaxy★ 15same name
- darknecrocities/SkillBuilder★ 13same name
- YepAPI/skills★ 8same name
- The-Utopia-Studio/skills★ 6same name
- umararshad4/honey-stack★ 5same name
- AsiaOstrich/EngramGraph★ 4same name
21 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository20 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- architecture-decisionSkill
- developer-handoffSkill
- react-fsd-pocSkill
- backendSkill
- component-designSkill
- devopsSkill
- prototypeSkill
- supabaseSkill
- testingSkill
- acceptance-criteriaSkill
- product-definitionSkill
- product-discoverySkill
- project-analysisSkill
- user-storySkill
- ux-flowSkill
- validationSkill
- security-reviewSkill
- verificationSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 22 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 19
no persistence is required for the preview.
- Distinctive: line 24
Prefer source-controlled migrations over manual remote edits.
- Distinctive: line 25
Test migrations on an isolated database when available.
- Distinctive: line 26
Document rollback or follow-up risk for developers.
- Distinctive: line 27
Do not design a full enterprise data platform unless that is the asked outcome.
- Distinctive: line 31
Use templates, references, and evaluations for scope and exit evidence.
“Common” is measured: kept by at least 6 in 10 of the 22 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Database (optional)
This skill is optional. Load it when the outcome needs durable schema or migration work beyond what a thin Supabase path already covers.
When to use
- schema or migration changes are required;
- data constraints or RLS policies must be explicit in source control;
- developers need reproducible database artifacts for handoff.
When not to use
- mock-data UI work;
- no persistence is required for the preview;
- Supabase skill already covers the needed migrations — coordinate with
supabaseinstead of duplicating guidance.
Expectations
- Prefer source-controlled migrations over manual remote edits.
- Test migrations on an isolated database when available.
- Document rollback or follow-up risk for developers.
- Do not design a full enterprise data platform unless that is the asked outcome.
Standard resources
Use templates, references, and evaluations for scope and exit evidence.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

