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    richardgill

    oracle

    richardgill/oracle
    AI & ML
    29
    1 installs

    About

    SKILL.md

    Install

    Install via Skills CLI

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    About

    Consults GPT-5.2 with high reasoning for deep analysis. Triggers: "ask the oracle", "consult oracle", "get a second opinion", "ask GPT", "check with GPT", "what would GPT think", "cross-check my...

    SKILL.md

    Oracle

    Escalate to GPT-5.5 with high reasoning effort for problems requiring deeper analysis. Use for:

    • Complex debugging with elusive bugs
    • Architectural decisions and tradeoffs
    • Security audits and vulnerability analysis
    • Code review requiring deep reasoning

    Main command

    Run Codex with GPT-5.5 in non-interactive mode with high reasoning:

    codex exec -m gpt-5.5 --sandbox read-only -c model_reasoning_effort='"high"' "$PROMPT"
    

    Where $PROMPT is your analysis request. Codex bundles relevant context from your repo automatically.

    Reasoning effort

    • high — deep reasoning, ~3x tokens, best for complex problems (oracle default)
    • medium — balanced (codex default)
    • low — fast, minimal thinking

    Options

    • --sandbox read-only — analyze without modifying files (recommended)
    • --sandbox workspace-write — allow file modifications if needed
    • -o /tmp/oracle-response.md — save response to file
    • -C <dir> — run in specific directory

    Guidelines

    • Oracle is read-only — analyzes but doesn't modify code
    • Treat outputs as advisory — verify against codebase
    • Use for genuinely complex problems (not routine tasks)
    • High reasoning uses ~3x tokens but thinks deeper

    Examples

    # Debug intermittent auth issue
    codex exec -m gpt-5.5 --sandbox read-only -c model_reasoning_effort='"high"' \
      "The auth flow fails intermittently. Check src/auth/ for race conditions."
    
    # Architectural review
    codex exec -m gpt-5.5 --sandbox read-only -c model_reasoning_effort='"high"' \
      "Review src/api/ data flow and suggest improvements for scalability."
    
    # Security audit
    codex exec -m gpt-5.5 --sandbox read-only -c model_reasoning_effort='"high"' \
      "Audit src/handlers/ for OWASP top 10 vulnerabilities."
    

    What to ask oracle:

    $ARGUMENTS

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