edmundmiller

oracle

Use Oracle to bundle prompts + files for another AI (GPT 5 Pro, etc.) when stuck, debugging, or reviewing. Also covers self-improvement — codifying learnings into agent memory and noting tool improvement ideas.

edmundmiller 79 6 Updated 6mo ago
GitHub

Install

npx skillscat add edmundmiller/dotfiles/oracle

Install via the SkillsCat registry.

About this skill

Oracle bundles prompts and relevant files to facilitate debugging or code reviews with external AI models. It also enables self-improvement by codifying learned patterns into global rules or project-specific memory and documenting tool improvement ideas. Use this skill when stuck on a task or when identifying repeatable workflows and tool enhancements.

SKILL.md

Rules

The Oracle

  • Oracle bundles a prompt plus the right files so another AI (GPT 5 Pro + more) can answer. Use when stuck/bugs/reviewing.
  • Run npx -y @steipete/oracle --help once per session before first use.

Self-improvement

  • Continuously improve agent workflows.
  • When a repeated correction or better approach is found, codify it:
    • Global rules (apply to all agents/projects): add a numbered .md file in ~/.config/dotfiles/config/agents/rules/ (e.g. 09-<name>.md). These get concatenated into every agent's system prompt at rebuild (hey re). Keep rules short (<500B) — if longer, make a skill instead.
    • Project-specific memory (pi only): use memory_write to system/style.md, system/project.md, or reference/<topic>.md.
  • No prior approval needed for codifying learnings.
  • When applying a previously codified rule in a future session, call it out and tell the user which rule triggered the behavior.
  • Echo back any new learnings to the user when writing them.

Tool-specific memory

  • Actively think beyond the immediate task.
  • When using or working near a tool the user maintains: if you notice patterns, friction, missing features, risks, or improvement opportunities, jot them down.
  • Do not interrupt the current task to implement speculative changes.
  • Write notes via memory_write (pi) or directly to files:
    • reference/ideas/<tool-name>.md — new concepts or future directions
    • reference/improvements/<tool-name>.md — enhancements to existing behavior
  • These notes are informal, forward-looking, and may be partial.
  • No permission needed to add or update these files.

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