ai-first-engineering
ai-first-engineering is an Agent behaviour & coding discipline skill for AI agents, published by affaan-m in the ECC repository on GitHub. Skillspace rates ai-first-engineering D (68/100) and it passed the safety scan; a judge model has also reviewed it.
Engineering operating model for teams where AI agents generate a large share of implementation output. Use when setting team process, review gates, or ownership rules for a codebase largely written by agents.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 255,679
Placed #5 of 6 in the judged category final for Agent behaviour & coding discipline.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #5 of 6 in the judged category final for Agent behaviour & coding discipline.
- Trigger
60 60 - Instructions
32 32 - Specificity
25 25 - Safety
75 75 - Disclosure
45 45 - Maintenance
30 30
A short list of engineering-philosophy bullet points with no concrete process, thresholds, or examples to act on.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- 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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