production-grade
production-grade is an Agent behaviour & coding discipline skill for AI agents, published by a-tokyo in the react-apple-signin-auth repository on GitHub. Skillspace rates production-grade C (71/100) and it passed the safety scan; the rating is based on static analysis only.
Principle-engineering posture for production-grade code. Problem-classification (A/B/C) before implementing, plans before code, simplest-correct-solution-first, math-first (closed-form before loop), concrete-before-generic, ACM-grade algorithms (simplest that meets the bound), EXPLAIN-first databases with separate data-migration plans, never-N+1, idempotent-atomic writes, realtime-first, concurrent-by-default, graph-aware schemas, recovery-over-crash, co-locate-related-files, validate-at-borders-assert-internally, observable-surfaces-as-architecture (SEO/a11y/perf), AI/LLM-as-typed-pipelines, paradigm-fluent (SOLID+GoF / FP), 12-Factor-aware, cost-aware-CI, surgical PRs with scope boundaries, TDD-steered E2E, runtime-coherent infrastructure, tradeoffs surfaced explicitly, cleanup discipline, currency-checked. Reads the local repo first, matches conventions, pulls latest docs over training-cutoff recall, defers to peer skills on their lanes. Substrate-agnostic. Use for non-trivial…
- Grade
- C
- Quality
- 71 / 100
- Safety
- Passed
- GitHub stars
- 138
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 90 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- Low-risk patterns
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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