Double-check before you ship: grill the requirements, test the implementation, prove the delivery. An engineering-discipline bundle for DeepSeek Harness.
八荣八耻 Claude Code Skill — enforce engineering discipline: verify before assuming, align before building, reuse over redundancy. 中英双语行为约束。
AI工程纪律框架——从6次真实事故中长出来的29条规则。不是提示词模板，是让AI少犯错、犯了错能被抓住、同样的错不犯第二次的纪律系统。
The cognitive discipline your AI-assisted projects need. Framework + Rust CLI to externalize scope, decisions, and risks (Charters, AILOG, AIDEC, ADR) so AI agents stay coherent across many turns. ISO 42001 / EU AI Act / NIST AI RMF evidence as a side effect. EN/ES/zh-CN.
A library of Claude Code skills that encode engineering discipline — investigate, design, TDD, review, prod-readiness — so Claude follows it by default.
Engineering discipline for AI harnesses. Drop-in skill library for LLM coding agents.
Enhanced version of Andrej Karpathy's 4 behavioral guidelines for LLM coding, expanded to 10 engineering discipline rules. Tool-agnostic — works with Claude Code, Codex, Cursor, and any LLM coding assistant.
Engineering-first AI development discipline — 32 principles distilled from Fábio Akita's methodology. 7 auto-enforcement hooks, 9 slash commands, 6 modular rules. Framework-agnostic (AIOX, BMAD, standalone).
Rigor for Claude Code: six answers before the work, evidence before 'done', ponytail against runaway scope. brew install mohan-n-swamy/tap/rigor && rigor install
Teach AI assistants to engineer software, not just generate code.
Disciplined Engineering Harness for AI Agents. MCP server + 21 adversarial skill gates. Real-time ground truth for React, Next.js, shadcn/ui, Motion, React Flow, Echo, Go, Rust, and Design Tokens.
Vibe Coding OS — Claude/Codex/Cursor skill framework with 139 skills, 111 commands, 95 templates, 22 tracked sources, 28/28 validation gates PASS. Quality Shield, Engineering Discipline Pack, plugin marketplace.
Live, unfiltered visibility into my professional integrity, daily commitments, and time-tracking metrics. Designed to enforce radical accountability and consistent engineering discipline.
8 hard-won Claude Code skills distilled from one real production project — verification discipline, xlsx surgery, async task UI & more. Every rule paid for by a real incident.
CRAFTER OS: A deterministic engineering framework designed to eliminate cognitive friction, protect deep work, and transform raw effort into high-leverage professional mastery. Built for engineers who value systems over motivation.
A Claude Code skill: the portable core of a multi-agent working discipline - six laws and one loop (seed to lesson) that keep humans and models honest at scale.
Universal engineering discipline skill for AI coding agents
Sanitized public extract of the governance and audit method I use for AI-directed engineering: efforts with acceptance criteria written upfront, standing invariants, hard human gates, and a per-change audit trail. Validated over 2+ months of continuous use on a production system I run around the clock.
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