api-test-loop SKILL.md skillA
api-test-loop from andersonlimahw/lemon-ai-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andersonlimahw/lemon-ai-hub/api-test-loop@git:20260708.50ee968Pins git:20260708.50ee968 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andersonlimahw/lemon-ai-hub
- Path
plugins/api-test-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260708.50ee968, committed Jul 8, 2026
- Size
- 4,858 bytes
- Repository stars
- 17
- License
- MIT
Executes a continuous validation loop for backend REST APIs using CURL commands. Records findings (REST standards, path, HTTP verbs, inputs, outputs, documentation, security gaps, performance) and applies minimal surgical fixes in routers, controllers, validation schemas, or middleware.
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
# api-test-loop This skill guides the automated or manual testing and security/design bug-fixing loop for backend API applications using CURL and shell operations. ## Triggers - Request to validate backend APIs, verify RESTful routing, or test endpoint security. - Discovery of API bugs (e.g. 500 status codes, input validations failing, unauthenticated endpoint access, performance bottlenecks, non-standard outputs). - Execution of the continuous validation cycle: `discover -> curl probe -> inspect -> log finding -> apply minimal fix -> build/test -> revalidate`. ## Loop Process ### 1. API Discovery & Spec Scan - Locate the API code, router definitions, controllers, and validation schemas (e.g., Zod, Joi, class-validator, marshmallow, Pydantic, Go structs, Rust Serde). - Locate API documentation (e.g., `openapi.yaml`, Swagger json, postman collection) to establish expectations. - **verify:** route mappings and environment configuration (port, local URL) are identified. ### 2. PLAN (Spec-Driven Design) - Write `docs/test-plans/api-test-loop/loop.md` outlining target API scenarios. …
Read the whole file at its exact version.
How to install
mdr add andersonlimahw/lemon-ai-hub/api-test-loop@sha256:5b8afcfaa8412f0cThe line at the top of this page pins the label git:20260708.50ee968, 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_nurhei62343j5q6k)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 8, 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 (4858 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
andersonlimahw/lemon-ai-hub · 17 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nurhei62343j5q6k GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/api-test-loop GET https://markdownregistry.com/api/v1/blob/5b8afcfaa8412f0c465fe601ba8d29053d1e3c3c881af6c60ae27d30b0723c3a
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.