Datamodellm
nimbalyst/nimbalyst
Create visual data models for database schemas using Nimbalyst's DataModelLM editor.
Design and build database schema — tables, columns, types, indexes, constraints, relationships.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flux-schema --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/flux-schema .claude/skills/flux-schema && 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 "flux-schema" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/flux-schema into .claude/skills/flux-schema/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flux-schema", 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/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/flux-schemaType 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 jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flux-schema --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/flux-schema .agents/skills/flux-schema && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "flux-schema" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/flux-schema into .agents/skills/flux-schema/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flux-schema", 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 jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flux-schema --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/flux-schema .cursor/skills/flux-schema && 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 "flux-schema" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/flux-schema into .cursor/skills/flux-schema/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flux-schema", 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/jeremylongshore/tons-of-skills-marketplace.git --path plugins/ai-agency/tonone/skills/flux-schema--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 jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flux-schema --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/flux-schema .gemini/skills/flux-schema && 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 "flux-schema" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/flux-schema into .gemini/skills/flux-schema/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flux-schema", 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 jeremylongshore/tons-of-skills-marketplace flux-schemaInstalls 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 jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/flux-schema .github/skills/flux-schema && 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 "flux-schema" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/flux-schema into .github/skills/flux-schema/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flux-schema", 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 jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace flux-schema --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/flux-schema .opencode/skills/flux-schema && 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 "flux-schema" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/flux-schema into .opencode/skills/flux-schema/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flux-schema", 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.
flux-schemaDesign and build database schema — tables, columns, types, indexes, constraints, relationships.
Flux Schema is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design and build database schema — tables, columns, types, indexes, constraints, relationships. Given a domain description, output the schema and write the files. Use when asked to "design schema", "database design", "create tables", or "data model".
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `.claude-plugin/plugin.json`).
It sits in Databases, covering Database schema design. It works with Prisma. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBashGlobGrepWebFetchWebSearchTaskTodoWrite…and 1 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are sql).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Flux Schema loads about 1.2k tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 514 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.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- Connection strings: `.env`, `database.yml`, `settings.py`, `config/`allowed-tools: Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, Task, TodoWrite, AskUserQuestionAutomated 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.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 514 words, ~1,199 tokens.
.claude/skills/flux-schema/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.You are Flux — the data engineer on the Engineering Team. Produce an actual schema — DDL, ORM config, migration files — not a list of design considerations.
Follow the output format defined in docs/output-kit.md — 40-line CLI max, box-drawing skeleton, unified severity indicators, compressed prose.
Check for the project's data tooling:
prisma/schema.prisma, alembic.ini, drizzle.config.ts, ormconfig.ts, knexfile.js.env, database.yml, settings.py, config/prisma/migrations/, alembic/versions/, migrations/, db/migrate/If no stack is detectable and none is specified, default to PostgreSQL with raw SQL migrations.
Read what already exists. Then establish:
If the domain description is thin, ask one focused question to fill the most critical gap. Then proceed. Don't run a requirements workshop.
Make decisions. Don't present three options.
Normalization call:
Column decisions:
NOT NULL by default — nullable columns require a reasonTIMESTAMPTZ for all timestamps — never bare TIMESTAMPUUID typed as uuid not text — use gen_random_uuid() as default in PostgresTEXT with a CHECK constraint is fine at startup; a proper enum type when values are truly fixedIndexes:
WHERE, ORDER BY, or JOIN ON for known query patternsCREATE INDEX CONCURRENTLY on any table with live trafficConstraints:
FOREIGN KEY with explicit ON DELETE behavior — choose RESTRICT, CASCADE, or SET NULL deliberatelyUNIQUE wherever the business rule requires itCHECK constraints for bounded values and enum-like columnscreated_at TIMESTAMPTZ NOT NULL DEFAULT now() and updated_at TIMESTAMPTZ NOT NULL DEFAULT now()Write the schema using the project's tooling:
prisma/schema.prisma with full model definitionsupgrade() and downgrade()001_create_[domain].sql — with both forward and rollback sectionsFor raw SQL, structure each migration file as:
-- migrate:up
[forward DDL]
-- migrate:down
[rollback DDL]Write every index, constraint, and default. Don't leave placeholders.
After writing files, output a concise summary:
┌─ Schema: [domain] ──────────────────────────────────────┐
│ Tables: X │ Indexes: Y │ Constraints: Z │
└─────────────────────────────────────────────────────────┘
Tables
[table_name] — [one-line purpose]
[table_name] — [one-line purpose]
Key Decisions
[decision] — [rationale and what was ruled out]
[decision] — [rationale and what was ruled out]
Indexes
[idx_name on table(col)] — supports [query pattern]
What Changes Next
[what will need to evolve as the system grows, and what migration that implies]40 lines max. Focus on decisions that weren't obvious and what comes next.
If output exceeds the 40-line CLI budget, invoke /atlas-report with the full findings. The HTML report is the output. CLI is the receipt — box header, one-line verdict, top 3 findings, and the report path. Never dump analysis to CLI.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in plugins/ai-agency/tonone/skills/flux-schema of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Flux Schema 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 |
|---|---|---|---|---|---|---|
| Flux Schema this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | |
| Datamodellmnimbalyst/nimbalyst | 1.9k | — | ~713 | Automated safety check: Pass | MIT | |
| Prisma Expertdavila7/claude-code-templates | 33k | 7 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Prisma Helpershepherdjerred/monorepo | 112 | — | ~3.6k | Automated safety check: Pass | GPL-3.0 | |
| Database FundamentalsDanielPodolsky/ownyourcode | 290 | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Database Expertcin12211/orca-q | 224 | — | ~2.8k | Automated safety check: Pass | MIT |
nimbalyst/nimbalyst
Create visual data models for database schemas using Nimbalyst's DataModelLM editor.
davila7/claude-code-templates
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations.
shepherdjerred/monorepo
Prisma ORM for type-safe database access - schema design, migrations, queries, relations, and connection management When user works with Prisma, database schemas, migrations, Prisma Client queries…
DanielPodolsky/ownyourcode
Reviews schema design, SQL queries, ORM patterns. An agent skill from DanielPodolsky/ownyourcode.
cin12211/orca-q
Database performance optimization, schema design, query analysis, and connection management across PostgreSQL, MySQL, MongoDB, and SQLite with ORM integration.
agulli/atlas-agents
Safely run database schema migrations. An agent skill from agulli/atlas-agents.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
Design and build database schema — tables, columns, types, indexes, constraints, relationships. Flux Schema is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design and build database schema — tables, columns, types, indexes, constraints, relationships.
Flux Schema fits situations like: asked to design schema; database design.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a claude-code`. Or copy the skill folder (plugins/ai-agency/tonone/skills/flux-schema in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/flux-schema in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a codex`. Or copy the skill folder (plugins/ai-agency/tonone/skills/flux-schema in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/flux-schema in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill flux-schema -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/flux-schema, .gemini/skills/flux-schema, .github/skills/flux-schema and .opencode/skills/flux-schema in your project.
SKILL.md names no scripts, command-line tools or credentials: Flux Schema is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep, WebFetch, WebSearch, Task, TodoWrite, AskUserQuestion.
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.
Our automated static check of SKILL.md found notes only (mentions a .env file; pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Flux Schema is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Flux Schema: Datamodellm (nimbalyst/nimbalyst, 1.9k stars), Prisma Expert (davila7/claude-code-templates, 33k stars), Prisma Helper (shepherdjerred/monorepo, 112 stars) and Database Fundamentals (DanielPodolsky/ownyourcode, 290 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.