asklokesh

Production

Name: Production
Author: asklokesh

Development community

SOURCE https://github.com/asklokesh/loki-mode/blob/main/skills/production.md

Description

# Production Patterns ## HN 2025 Battle-Tested Patterns ### Narrow Scope Wins ```yaml task_constraints: max_steps_before_review: 3-5 characteristics: - Specific, well-defined objectives - Pre-classified inputs - Deterministic success criteria - Verifiable outputs ``` ### Deterministic Outer Loops **Wrap agent outputs with rule-based validation (NOT LLM-judged):** ``` 1. Agent generates output 2. Run linter (deterministic) 3. Run tests (deterministic) 4. Check compilatio

Installation

Installs to ~/.claude/skills/asklokesh-loki-mode-production/SKILL.md

Terminal

mkdir -p ~/.claude/skills/asklokesh-loki-mode-production && curl -fsSL https://raw.githubusercontent.com/asklokesh/loki-mode/HEAD/skills/production.md -o ~/.claude/skills/asklokesh-loki-mode-production/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.