fullstack_development SKILL.md skillA
fullstack_development from parisneo/lollms_client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add parisneo/lollms_client/fullstack_development@git:20260928.96e9de4Pins git:20260928.96e9de4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parisneo/lollms_client
- Path
skills/fullstack_development/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260928.96e9de4, committed Sep 28, 2026
- Size
- 1,132 bytes
- Repository stars
- 13
- License
- Apache-2.0
Architecture, conventions, and implementation workflows for full-stack systems, backend APIs, modern frontends, and database migrations.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Full-Stack Development Skill ## Architecture Patterns 1. **Decoupled Layers**: Enforce clean separation of concerns: - Data Layer: ORM models, migrations, repository patterns. - Service / Domain Layer: Business logic, validation, core algorithms. - API / Transport Layer: FastAPI, Flask, Express, or Next.js endpoints. - Client / UI Layer: Reactive components, state management, semantic HTML, responsive CSS. 2. **Type Safety & Contracts**: - Python: Pydantic schemas, strict type hints, dataclasses. - TypeScript/JS: Strict interfaces, Zod validation. 3. **Testing & Validation**: - Write automated unit tests for business logic before considering tasks done. - Run test suites (`pytest`, `npm test`) using `tool_execute_shell_command` to verify functionality.
Read the whole file at its exact version.
How to install
mdr add parisneo/lollms_client/fullstack_development@sha256:80e7e1b1b59ff524The line at the top of this page pins the label git:20260928.96e9de4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_brfhl4ubcc33hdx4)
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Versions
The registry has recorded 1 version of this file, committed on Sep 28, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1132 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
parisneo/lollms_client · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_brfhl4ubcc33hdx4 GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/fullstack_development GET https://markdownregistry.com/api/v1/blob/80e7e1b1b59ff524bad483c131e81f7ef2fce08b6e37e177917ccf2ecec2e94f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.