sdk-selection SKILL.md skillA
sdk-selection from amey-thakur/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amey-thakur/ai-skills/sdk-selection@git:20260728.419e522Pins git:20260728.419e522 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amey-thakur/ai-skills
- Path
skills/api-integration/sdk-selection/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.419e522, committed Jul 28, 2026
- Size
- 1,742 bytes
- Repository stars
- 14
- License
- MIT
Decide between a provider's SDK and direct HTTP calls, weighing convenience against dependency weight and control. Use when starting an integration.
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
# SDK selection An official SDK saves real work and adds a dependency with its own release cycle, transitive packages, and opinions. Direct HTTP is more work up front and leaves you in control of every detail. ## Method 1. **Prefer the official SDK for complex protocols.** Signed requests, multipart uploads, and streaming are where hand-rolling produces subtle bugs (see payment-integration). 2. **Use direct HTTP for simple, stable endpoints.** A handful of REST calls does not justify a dependency tree. 3. **Inspect the dependency weight before adopting.** Some SDKs pull in dozens of packages, expanding your supply chain surface (see supply-chain-security). 4. **Check the SDK's own behaviour.** Its default retry, timeout, and error handling may conflict with your resilience strategy and is often undocumented (see integration-resilience). 5. **Wrap it regardless.** Even an SDK belongs behind your own interface, so a change of SDK or provider is contained (see third-party-integration). 6. **Verify maintenance status.** An abandoned SDK becomes your maintenance burden with none of the control (see forking-and-vendoring). …
Read the whole file at its exact version.
How to install
mdr add amey-thakur/ai-skills/sdk-selection@sha256:aa89af4c80b6dcbfThe line at the top of this page pins the label git:20260728.419e522, 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_pgs6zdhr5w3zc6dv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 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 (1742 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
amey-thakur/ai-skills · 14 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pgs6zdhr5w3zc6dv GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/sdk-selection GET https://markdownregistry.com/api/v1/blob/aa89af4c80b6dcbf692bab79c3e361b3d4c5e3911de547fd4065c0fc5fa91bc8
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.