spring-ai SKILL.md skillA
spring-ai from magnus919/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add magnus919/agent-skills/spring-ai@git:20260914.3c0a214Pins git:20260914.3c0a214 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- magnus919/agent-skills
- Path
spring-ai/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260914.3c0a214, committed Sep 14, 2026
- Size
- 4,855 bytes
- Repository stars
- 166
- License
- MIT
Diagnose and operate Spring AI projects with version-aware Maven or Gradle checks for ChatClient, advisors, retrieval, conversation memory, tool/MCP boundaries, streaming, configuration, and observability. Use for setup compatibility, local smoke checks, and failure triage; do not use for provider-specific model evaluation, general Java/Spring development, security threat modeling, or production rollout governance.
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
# Spring AI Use this operational skill to inspect a real Maven or Gradle Spring AI project before changing it. The included diagnostic CLI is offline and provider-neutral: it reads build files, application configuration, and source to report compatibility clues, unsafe defaults, missing conversation IDs, streaming prerequisites, tool/MCP boundaries, retrieval configuration, and observability risks. It never sends prompts or exposes API-key values. ## Entry check Confirm the project root and whether the task is read-only or will modify configuration/code. Read-only diagnosis can proceed. Before the first state-changing action, confirm the target project, scope, and rollback path (usually a reviewed commit or revert); the CLI itself is read-only. Run: ```sh python3 spring-ai/scripts/spring_ai_check.py --root /path/to/project --json ``` The result is stable JSON with `status`, `project`, `facts`, `findings`, and `errors`. Exit 0 means no error-severity finding; exit 1 means an error-severity finding or warnings promoted by `--strict`; exit 2 means an invalid invocation or unreadable project. ## Workflow 1. Run the checker and retain its JSON output with the project revision. …
Read the whole file at its exact version.
How to install
mdr add magnus919/agent-skills/spring-ai@sha256:6d3884a58878da54The line at the top of this page pins the label git:20260914.3c0a214, 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_efber6c4num7fkow)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 14, 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 (4855 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
magnus919/agent-skills · 166 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_efber6c4num7fkow GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/spring-ai GET https://markdownregistry.com/api/v1/blob/6d3884a58878da54fe2a556bf2d4c07a32fd824edeeed552c02ef86da8e6cb76
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.