api-integration-patterns

akaszubski/autonomous-dev

SkillLoads cleanly

Subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools.…

Scores
out of 100 · grade B+

2026-08-14

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

94/100

no commits in the last 12 weeks
no license file

Adopted

20% of the score

21/100

32 stars on the source repo.

Documented

15% of the score

91/100

1,074 words with worked examples.
Ships 6 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add akaszubski/autonomous-dev/api-integration-patterns

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
No license	The repository ships no license file, so the reuse terms are unclear.

What it says it does

Subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools. TRIGGER when: subprocess, gh cli, API call, retry logic, rate limiting, authentication. DO NOT TRIGGER when: internal function calls, pure Python logic, config file edits.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-14.

Also in akaszubski/autonomous-dev

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
continuous-improvement-analystakaszubski/autonomous-dev	No license	Subagent	32 stars	today
implementerakaszubski/autonomous-dev	No license	Subagent	32 stars	today
plannerakaszubski/autonomous-dev	No license	Subagent	32 stars	today
doc-masterakaszubski/autonomous-dev	No license	Subagent	32 stars	today
mobile-testerakaszubski/autonomous-dev	No license	Subagent	32 stars	today
plan-criticakaszubski/autonomous-dev	No license	Subagent	32 stars	today

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Put this measurement in your README

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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.