oabdelmaksoud/ai-first-engineering
ecc-resources/skills/ai-first-engineering/SKILL.md
Engineering operating model for teams where AI agents generate a large share of implementation output.
$ install --global
skillsauthnpx skillsauth add oabdelmaksoud/agi-farm-plugin ai-first-engineeringInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 29, 2026, 7:14 AM36.5s1 file scanned
SKILL.md
- name:
- ai-first-engineering
- description:
- Engineering operating model for teams where AI agents generate a large share of implementation output.
- origin:
- ECC
AI-First Engineering
Use this skill when designing process, reviews, and architecture for teams shipping with AI-assisted code generation.
Process Shifts
- Planning quality matters more than typing speed.
- Eval coverage matters more than anecdotal confidence.
- Review focus shifts from syntax to system behavior.
Architecture Requirements
Prefer architectures that are agent-friendly:
- explicit boundaries
- stable contracts
- typed interfaces
- deterministic tests
Avoid implicit behavior spread across hidden conventions.
Code Review in AI-First Teams
Review for:
- behavior regressions
- security assumptions
- data integrity
- failure handling
- rollout safety
Minimize time spent on style issues already covered by automation.
Hiring and Evaluation Signals
Strong AI-first engineers:
- decompose ambiguous work cleanly
- define measurable acceptance criteria
- produce high-signal prompts and evals
- enforce risk controls under delivery pressure
Testing Standard
Raise testing bar for generated code:
- required regression coverage for touched domains
- explicit edge-case assertions
- integration checks for interface boundaries
Related Skills
oabdelmaksoud/agi-farm
development
VerifiedTrustedCommunity
Interactive setup wizard that creates a fully working multi-agent AI team on OpenClaw. One command bootstraps agents, SOUL.md personas, comms infrastructure (inboxes/outboxes/broadcast), cron jobs, auto-dispatcher (HITL + rate-limit backoff + dependency checking), and a portable GitHub bundle — all customized to team name, size (3/5/11 agents), domain, and frameworks (autogen/crewai/langgraph). Includes a React + SSE live ops dashboard with file-watcher (~350ms push latency) and persistent macOS LaunchAgent. Model-selection guidance built in. Commands: setup | status | rebuild | export | dashboard | dispatch
3SKILL.mdUpdated Apr 8, 2026
oabdelmaksoud/visa-doc-translate
documentation
VerifiedTrustedCommunity
Translate visa application documents (images) to English and create a bilingual PDF with original and translation
3SKILL.mdUpdated Apr 8, 2026
oabdelmaksoud/verification-loop
development
VerifiedTrustedCommunity
A comprehensive verification system for Claude Code sessions.
3SKILL.mdUpdated Apr 8, 2026
oabdelmaksoud/tdd-workflow
development
VerifiedTrustedCommunity
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
3SKILL.mdUpdated Apr 8, 2026