Super-Prompt Patterns

SkillAI & models

Use when drafting, executing, or reviewing Codex super-prompts for this repository.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Super-Prompt Patterns skill

What this skill tells your AI

The instructions your AI receives, as published by nebius/nebius-physical-ai in skills/atomic/super-prompt-patterns/SKILL.md and read by ahel’s review.

Dirty Tree

Use RELAXED_DIRTY_TREE_MODE: halt only when dirty files overlap with the run's target paths. Pre-existing dirty files in unrelated paths never halt the run.

Budgets

Do not add time, cost, or job-count limits unless the operator explicitly specifies them. Strip per-phase time budgets, wall-clock caps, and GPU spend limits from prompts.

Phase Shape

Standard phase flow:

  1. Phase 0: state check, read-only.
  2. Phase A: design.
  3. Phase B-G: implementation.
  4. Phase L: final report.

NOVEL_ISSUE Protocol

Log novel issues to /tmp/<run-id>/novel-issues.md. Use log/skip/continue for non-blocking issues and halt only for true blockers.

Commit Lock

Acquire /tmp/npa-commit-lock/<scope> during commit phases for parallel runs that share files.

Broken CLI Workflow

If the npa CLI is broken during a run, document the breakage as a structured prompt, run Codex to fix it, then use the fixed CLI.

Autonomous Run Rhythm

Use separate agents by phase: Build with Codex, verify with Codex in read-only mode, review with Claude Code for architecture, then cleanup with Codex in a scoped pass.

Trigger a Claude Code review after 3 or more commits land. The CC agent must differ from the building agent.

Root AGENTS.md is a lightweight index; details belong in skill files.

Signals

GitHub stars
28
Forks
15
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
super-prompt-patterns
Source
github.com/nebius/nebius-physical-ai