database
Skill0 starsChanged 3 months agoMITView on GitHub
Use when the user wants to design, migrate, query, or optimize a database. Covers schema design, migrations, query review, indexing, and data integrity.
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 7 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
JkudjoSkillincident
Production incident response — structured triage, hypothesis tree, safe remediation, incident record
Also in 3 projects that use this
mrgoonieSkilldevops
Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless, containers, CI/CD, GitOps, security audit.
Also in 4 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
OpenAISkillobservability
Vercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.
Also in 5 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 repository110 other files it gives its agents.
- AGENTS.mdAGENTS.md
- skills/project-bootstrap/templates/agents.mdAGENTS.md
- a11y-auditSkill
- agentic-ragSkill
- agent-reachSkill
- ai3d-genSkill
- ai-coding-dictionarySkill
- ai-toolsSkill
- animation-directionSkill
- api-specSkill
- architecture-diagramsSkill
- architectureSkill
- ascii-artSkill
- ask-bundleSkill
- binary-triageSkill
- bragSkill
- brag-slimSkill
- career-opsSkill
- code-reviewSkill
- computer-useSkill
- context7Skill
- context-hygieneSkill
- creative-engineeringSkill
- cu-realtimeSkill
- data-analystSkill
- dead-wireSkill
- debuggingSkill
- deploySkill
- devin-configSkill
- dispatching-parallel-agentsSkill
- dmaSkill
- dockerSkill
- drift-reportSkill
- e2e-testingSkill
- edge-casesSkill
- executionSkill
- fact-checkSkill
- finishing-a-development-branchSkill
- firmware-probeSkill
- frontend-designSkill
- gatesSkill
- ghidraSkill
- ghSkill
- github-actionsSkill
- git-workflowsSkill
- grillingSkill
- handoffSkill
- humanizerSkill
- hyperframesSkill
- i18nSkill
- image-forensicsSkill
- impeccableSkill
- implement-layaSkill
- intakeSkill
- jiraSkill
- knowledge-modelingSkill
- laya-orchestratorSkill
- learn-modeSkill
- mcp-governanceSkill
- media-toolsSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 7 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 22 edited versions we read keep these.
7
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 20
Understand the model: Read existing schema, migrations, and ORM config.
- Distinctive: line 21
Design or change schema: Use migrations; never edit schema directly in production.
- Distinctive: line 22
Review queries: Check indexes, N+1, transactions, and locks.
- Distinctive: line 23
Run migrations locally: Verify roll-forward and roll-back.
- Distinctive: line 25
Document: Update migration log and schema docs.
- Distinctive: line 34
After schema changes, run migration tests and a sample query plan.
- Distinctive: line 35
Commit migration files and update CHANGELOG.
“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
Database design, migrations, and query optimization.
When to use
- New schema or migration is needed.
- Query is slow or returns wrong results.
- Data integrity or constraints must be added.
- Backup/restore or seeding is required.
Core protocol
- Understand the model. Read existing schema, migrations, and ORM config.
- Design or change schema. Use migrations; never edit schema directly in production.
- Review queries. Check indexes, N+1, transactions, and locks.
- Run migrations locally. Verify roll-forward and roll-back.
- Validate data. Seed, constraints, and referential integrity.
- Document. Update migration log and schema docs.
See also
data-analyst— SQL-first data exploration and charts.database— schema design, migrations, and query optimization.
Output rule
- After schema changes, run migration tests and a sample query plan.
- Commit migration files and update CHANGELOG.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.

