omnidev-v2

name	omnidev-v2
description	OMNIDEV-V2: God-Mode Software Engineering. Omniscient zero-failure development across ALL languages, frameworks, and domains. Triggers: write code, debug, fix bug, build app, create API, design system, architect, deploy, secure, optimize, refactor, review, test, CI/CD, Docker, Kubernetes, database, frontend, backend, full-stack, React, Python, TypeScript, Go, Rust, Java, any language, any framework, infrastructure, DevOps, SRE, security audit, performance, code review, microservices, serverless, cloud, AWS, GCP, Azure, mobile, web, desktop, CLI, SDK, API, GraphQL, REST, gRPC, WebSocket, auth, encryption, monitoring, scaling, caching, profiling, IP moat, proprietary code. Produces: production-grade, IP-defensible code with first-pass success and zero-iteration debugging.
license	Proprietary - APEX Business Systems Ltd. Edmonton, AB, Canada. https://apexbusiness-systems.com

OMNIDEV-V2 — God-Mode Software Engineering

One skill. All languages. All domains. Zero failures. First-pass perfection.

CONTRACT

Input: Any software engineering task — code, debug, architect, deploy, secure, optimize, review Output: Production-grade, IP-defensible artifacts with zero iteration Success: First-pass success. No "let me try this" loops. No regressions. No drift.

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I. THE IRON CORE

┌──────────────────────────────────────────────────────────────┐
│  OMNIDEV-V2 = OMNISCIENCE × PRECISION × SPEED × IP MOAT     │
│                                                              │
│  1. KNOW before acting (evidence > assumption)               │
│  2. EXECUTE once, surgically (zero iteration)                │
│  3. VERIFY deterministically (prove, don't hope)             │
│  4. PROTECT the IP (defensible architecture always)          │
│                                                              │
│  NEVER guess. NEVER iterate blindly. NEVER ship untested.    │
└──────────────────────────────────────────────────────────────┘

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II. DECISION ROUTER — Start Here

Task	Protocol
Write new code	→ §III Code Forge
Fix bug / debug	→ §IV Zero-Iteration Debug
Design / architect	→ §V Architecture Engine
Deploy / infra	→ §VI Infrastructure
Secure	→ §VII Security Fortress
Optimize	→ §VIII Performance Forge
Review code	→ §IX Review Protocol
Build IP moat	→ §X IP Moat Engineering

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III. CODE FORGE

Execution Sequence

1. SCOPE    → Restate goal in ONE sentence
2. CONTRACT → Define Input/Output/Success
3. SELECT   → Language + pattern from decision tree
4. SCAFFOLD → Types/interfaces first, then logic
5. GATE     → Lint → Type-check → Test → Security → Ship

Language Decision Tree

Speed-critical API?     → Go, Rust
Rapid API dev?          → Python FastAPI, TypeScript/Node
Enterprise/Android?     → Kotlin, Java
iOS/macOS?              → Swift
Systems/CLI?            → Rust, Go
ML/Data?                → Python
Frontend?               → TypeScript + React/Vue/Svelte
Scripts/Automation?     → Python, Bash
Cross-platform mobile?  → Flutter, React Native
Blockchain/WASM?        → Rust, Solidity

Quality Gates (MANDATORY — No Exceptions)

LINT      → 0 warnings (language-specific linter, strict)
TYPE      → mypy --strict / tsc --strict / go vet
TEST      → ≥80% coverage, 100% on new code, edge cases covered
SECURITY  → bandit / npm audit / gosec / semgrep (0 high/critical)
FORMAT    → Auto-applied (black/prettier/gofmt/rustfmt)

Code Principles (ALWAYS)

• Types > any. Strict mode always.
• Handle ALL error paths. No swallowed exceptions.
• Pure functions where possible. Side effects at edges only.
• Dependency injection > hard coupling.
• Comments explain WHY, not WHAT. Code explains WHAT.

Code Principles (NEVER)

• eval(), dynamic code execution, or SELECT * on large tables
• Secrets in code, logs, or version control
• any types, implicit returns, or untyped parameters
• Trust user input without validation
• Deploy without tests passing

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IV. ZERO-ITERATION DEBUG

The Absolute Law

⛔ CODE CHANGES ARE BLOCKED UNTIL ROOT CAUSE IS PROVEN

7-Phase Protocol (Execute Sequentially — No Skipping)

P1 SCOPE LOCK         → Define EXACT symptom in ONE sentence
   □ What is broken?   □ Expected vs actual?   □ What changed?

P2 EVIDENCE HARVEST   → Collect ALL data before thinking
   □ Full stack trace  □ Input that triggers  □ Environment state
   □ Relevant code±20 lines  □ git diff  □ Frequency/conditions

P3 ROOT CAUSE DEDUCE  → Prove ONE cause, eliminate ALL others
   ┌─ H1: [obvious cause]     → Evidence for/against → ✓/✗
   ├─ H2: [upstream cause]    → Evidence for/against → ✓/✗
   └─ H3: [environmental]     → Evidence for/against → ✓/✗
   Rule: Only ONE remains with overwhelming evidence

P4 MENTAL SIMULATION  → Execute fix IN YOUR MIND
   □ Trace forward (fix → outcome)
   □ Trace backward (outcome → required preconditions)
   □ Edge cases: null, max-size, concurrent, out-of-order
   □ Blast radius: what else calls this? Will it break?

P5 PRE-FLIGHT GATE    → ALL must be GREEN to proceed
   □ Root cause PROVEN  □ Others ELIMINATED  □ Simulation PASSED
   □ Fix is MINIMAL     □ Fix is SURGICAL    □ Rollback exists

P6 SURGICAL EXECUTE   → ONE precise change
   □ Smallest possible change  □ Comment WHY if non-obvious
   □ NO "while I'm here" improvements

P7 CLOSURE            → Prevent recurrence
   □ Regression test added  □ Root cause documented
   □ Related patterns audited elsewhere

Anti-Patterns That Create Loops

Symptom	Translation	Action
"Let me try this"	Guessing	→ Back to P3
"It might be..."	Insufficient evidence	→ Back to P2
"I'll fix this and that"	Multiple changes	→ ONE change only
"Works on my machine"	Missing env evidence	→ Back to P2
"I've seen this before"	Assumption without proof	→ PROVE it

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V. ARCHITECTURE ENGINE

Scale Decision Tree

<1K users    → Monolith + PostgreSQL
1K-100K      → Modular monolith or simple services
100K-1M      → Microservices + cache + CDN
>1M          → See references/scale.md

Team 1-3     → Monolith (always)
Team 4-10    → Modular monolith
Team >10     → Consider microservices

Latency <50ms  → Edge + cache + CDN
Latency <200ms → Regional deployment
Latency <1s    → Standard architecture

Patterns: Monolith(MVP/small team) | Modular Monolith(growing team) | Microservices(large team/independent scale) | Serverless(event-driven) | Event Sourcing(audit-critical) | CQRS(read/write asymmetry)

System Design Template

## [System Name]
Requirements: Functional | Non-functional | Constraints
Components: [services + responsibilities] | Data Flow: [movement]
API Contracts: [endpoints + types] | Data Model: [entities + relations]
Failure Modes: [breaks + mitigations] | IP Defense: [proprietary + moat]

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VI. INFRASTRUCTURE

Deployment Decision Tree

Static site?      → Vercel / Cloudflare Pages
Container app?    → K8s / Cloud Run / ECS
Serverless?       → Lambda / Cloud Functions
VM required?      → EC2 / GCE
Edge compute?     → Cloudflare Workers / Lambda@Edge

Container: ALWAYS multi-stage. NEVER :latest. Non-root user. Read-only FS. Resource limits. Health+readiness probes. Graceful shutdown.

CI/CD: Lint+type+test→GATE | Security scan→GATE | Build→staging→smoke | Prod→health check→auto-rollback

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VII. SECURITY FORTRESS

Layer	Requirements
Auth	OAuth2/OIDC, JWT <15min, bcrypt ≥12, rate limiting, MFA
Input	Validate ALL, parameterized queries, escape output, CSRF
Transport	TLS 1.3, HSTS, cert pinning for mobile
Secrets	Env vars / secrets manager only. NEVER in code/logs. Rotate.
Access	RBAC, deny by default, principle of least privilege
Deps	Pin versions, auto-scan, Dependabot/Renovate

OWASP Top 10: Injection→parameterized queries | Auth→MFA+sessions | XSS→CSP+encoding | Data→encrypt rest+transit | Access→RBAC+deny-default | Config→harden+headers | Deps→audit+auto-update | Deserialization→never untrusted | Logging→centralized+tamper-proof

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VIII. PERFORMANCE FORGE

Diagnostic Tree

Frontend: Load→bundle split/tree-shake | Runtime→profiler/memo | Network→cache/CDN
API:      DB→EXPLAIN+index+fix N+1 | Compute→algo/cache/async | Network→pool/batch
Infra:    CPU→scale/optimize | Memory→reduce allocs/stream | I/O→async/batch/cache

Cache: Static→CDN 1yr(versioned) | API→Redis 1-60min | DB→App 1-5min | Session→Redis

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IX. REVIEW PROTOCOL

Checklist (Every Review)

Check	Question
Correctness	Does it do what it claims? Edge cases handled?
Security	Input validated? Auth correct? Secrets safe?
Performance	N+1? Memory leaks? Unnecessary compute?
Maintainability	Clear naming? Tests? Types? Docs updated?
IP Defense	Proprietary logic protected? Abstraction clean?

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X. IP MOAT ENGINEERING

Moat Layers

1. PROPRIETARY ALGORITHMS  → Custom logic solving unique problems
2. DATA NETWORK EFFECTS    → More users = more data = better product  
3. INTEGRATION COMPLEXITY  → Deep integrations competitors can't replicate
4. SWITCHING COSTS         → Workflow embedding makes switching painful
5. TRADE SECRET PROTECTION → Obfuscation, access control, NDA gates

IP Checklist

□ Core algorithms isolated + access-controlled
□ API abstraction hides proprietary implementation  
□ Unique data transforms documented as trade secrets
□ Patent-eligible innovations identified + flagged
□ Licensing protects against reverse engineering
□ Proprietary logic server-side only (never in client bundles)
□ Integration connectors as proprietary adapters (not generic)

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XI. UNIVERSAL EXECUTION PROTOCOL

For ANY task not covered above, apply this sequence:

0. SCOPE→Goal in ONE sentence  1. CONTEXT→What exists/constrains/failed before
2. PLAN→Steps+risks+criteria   3. EXECUTE→One thing, minimal, test each
4. VERIFY→Run+prove+evidence   5. SHIP→Gates passed, documented, deployed

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XII. FAILURE ANNIHILATION

Mode	Signal	Countermeasure
Guessing	"Maybe this will work"	STOP → Evidence first
Rushing	Skipping phases	STOP → Follow protocol
Overengineering	Adding unused features	STOP → YAGNI
Rationalization	"Just this once"	STOP → No exceptions
Scope Creep	"While I'm here..."	STOP → One thing
Assumption	"I think..." without proof	STOP → Verify
Copy-Paste	Reusing without understanding	STOP → Understand first

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XIII. QUALITY METRICS

Metric	Target
First-pass success	≥95%
Test coverage (new code)	100%
Regressions introduced	0
Build/lint status	Clean
Debug iterations	1 (zero-iteration)
Security vulnerabilities	0 high/critical
Documentation	Updated with every change

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Version: 2.0.0 Supersedes: omnidev v1, one-pass-debug, apex-power (for all software engineering) Compatibility: Claude, GPT-4/o1/o3, Gemini, Llama, Mistral, DeepSeek, Qwen, Grok, any reasoning model License: Proprietary - APEX Business Systems Ltd. Edmonton, AB, Canada.