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FJRG2007
GitHub creator profile

FJRG2007

Repository-level view of 29 collected skills across 1 GitHub repositories.

skills collected
29
repositories
1
updated
2026-07-07
repository explorer

Repositories and representative skills

anti-overengineering-policy
software-developers

Minimal-code discipline for a lazy senior engineer - the YAGNI ladder (does it need to exist, stdlib, native platform feature, installed dependency, one line, then minimum), deletion over addition, no unrequested abstractions, and the `enigma:` comment convention for marking deliberate shortcuts and their upgrade path. Use whenever writing or refactoring implementation code, and whenever the user says "be lazy", "lazy mode", "simplest/minimal solution", "yagni", "do less", "what can we delete", "simplify", or complains about over-engineering, bloat, boilerplate, or unnecessary dependencies. Intensity is set by the minimal-code config setting (off|lite|full|ultra).

2026-07-07
anti-overengineering-review
software-quality-assurance-analysts-and-testers

On-demand review that hunts ONLY over-engineering and reports what to delete - reinvented standard library, unneeded dependencies, speculative abstractions, dead flexibility. Three one-shot modes, none apply fixes: diff review, whole-repo audit, and an enigma: debt-marker ledger. Use when the user says "review for over-engineering", "what can we delete", "is this over-engineered", "simplify review", "audit this codebase", "find bloat", "what did we defer", "list the shortcuts", or "what did we mark to do later". Complements code-review-policy (which owns correctness, security, and performance); this one only cuts complexity.

2026-07-07
backend-policy
software-developers

Backend/API architecture - controller-service-repository layering, request/response handling, API and request optimization (batching, avoiding redundant calls), server-side caching (Redis) with invalidation, and Zod boundary validation. Use when designing or changing API endpoints, services, controllers, server business logic, or backend request flow.

2026-07-07
ciphera-style-policy
software-developers

Ciphera code style conventions - mandatory formatting and language idioms for source code (TypeScript-first, applies to every language) - American-English naming, double quotes, string interpolation, length-sorted imports, 4-space indentation, comment/JSDoc format, compact single-line blocks, and code-level anti-patterns (barrel files, external CDN/hosting dependencies). Use whenever writing, refactoring, or reviewing source code.

2026-07-07
code-review-policy
software-quality-assurance-analysts-and-testers

Pre-delivery self-review gate and prioritized review dimensions (security, correctness, data integrity, reuse, performance, readability) with change-quality criteria. Use BEFORE declaring any code change complete, and when asked to review a diff, PR, or branch.

2026-07-07
core-engineering-policy
software-developers

Highest-authority engineering rules - priority hierarchy, modular architecture, code reuse, naming, language/output conventions, and the harness map that routes work to specialized policies. Use at the START of ANY engineering task (writing, refactoring, designing, or reviewing code), and whenever resolving a conflict between other policies.

2026-07-07
database-expert
database-architects

Senior database architecture - schema design, normalization and anti-duplication, query/index optimization, scalability (partitioning, sharding, replication), and RGPD/GDPR encryption of sensitive data. Use when designing, modifying, migrating, querying, or reviewing any database, schema, SQL, ORM model, or persistence layer.

2026-07-07
debugging-policy
software-developers

Reproduce-isolate-fix debugging methodology with root-cause discipline and regression verification. Use when investigating a bug, crash, failing test, regression, error, or any unexpected behavior.

2026-07-07
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