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Oracle CLI 工具,将代码文件与提示词打包发送给大模型进行审查、调试和重构建议。支持浏览器模式与 API 模式,提供预览、性能追踪及会话恢复功能,辅助开发者获得基于仓库上下文的 AI 指导。

oracle/SKILL.md ninehills/skills

Trigger Scenarios

需要大模型结合完整代码上下文进行代码审查或重构建议 需要调试复杂问题并寻求 AI 架构设计检查

Install

npx skills add ninehills/skills --skill oracle -g -y
More Options

Non-standard path

npx skills add https://github.com/ninehills/skills/tree/main/oracle -g -y

Use without installing

npx skills use ninehills/skills@oracle

指定 Agent (Claude Code)

npx skills add ninehills/skills --skill oracle -a claude-code -g -y

安装 repo 全部 skill

npx skills add ninehills/skills --all -g -y

预览 repo 内 skill

npx skills add ninehills/skills --list

SKILL.md

Frontmatter
{
    "name": "oracle",
    "description": "Oracle second-model review: bundle prompts\/files, debug, refactor, design-check."
}

Oracle (CLI) — best use

Oracle bundles your prompt + selected files into one “one-shot” request so another model can answer with real repo context (API or browser automation). Treat outputs as advisory: verify against the codebase + tests.

Main use case (browser, GPT‑5.5 Pro)

Default workflow here: --engine browser with GPT‑5.5 Pro in ChatGPT. This is the “human in the loop” path: it can take ~10 minutes to ~1 hour; expect a stored session you can reattach to.

Recommended defaults:

  • Engine: browser (--engine browser)
  • Model: GPT‑5.5 Pro (either --model gpt-5.5-pro or a ChatGPT picker label like --model "5.5 Pro")
  • Attachments: directories/globs + excludes; avoid secrets.

Golden path (fast + reliable)

  1. Pick a tight file set (fewest files that still contain the truth).
  2. Preview what you’re about to send (--dry-run + --files-report when needed).
  3. Run in browser mode for the usual GPT‑5.5 Pro ChatGPT workflow; use API only when you explicitly want it.
  4. If the run detaches/timeouts: reattach to the stored session (don’t re-run).

Commands (preferred)

  • Show help (once/session):

    • npx -y @steipete/oracle --help
  • Preview (no tokens):

    • npx -y @steipete/oracle --dry-run summary -p "<task>" --file "src/**" --file "!**/*.test.*"
    • npx -y @steipete/oracle --dry-run full -p "<task>" --file "src/**"
  • Token/cost sanity:

    • npx -y @steipete/oracle --dry-run summary --files-report -p "<task>" --file "src/**"
  • Startup/perf trace:

    • npx -y @steipete/oracle --perf-trace --perf-trace-path /tmp/oracle-perf.json --dry-run summary -p "<task>" --file "src/**"
    • Use when CLI startup or time-to-first-output feels slow; inspect first-output and exit.
  • Browser run (main path; long-running is normal):

    • npx -y @steipete/oracle --engine browser --model gpt-5.5-pro -p "<task>" --file "src/**"
  • Manual paste fallback (assemble bundle, copy to clipboard):

    • npx -y @steipete/oracle --render --copy -p "<task>" --file "src/**"
    • Note: --copy is a hidden alias for --copy-markdown.

Attaching files (--file)

--file accepts files, directories, and globs. You can pass it multiple times; entries can be comma-separated.

  • Include:

    • --file "src/**" (directory glob)
    • --file src/index.ts (literal file)
    • --file docs --file README.md (literal directory + file)
  • Exclude (prefix with !):

    • --file "src/**" --file "!src/**/*.test.ts" --file "!**/*.snap"
  • Defaults (important behavior from the implementation):

    • Default-ignored dirs: node_modules, dist, coverage, .git, .turbo, .next, build, tmp (skipped unless you explicitly pass them as literal dirs/files).
    • Honors .gitignore when expanding globs.
    • Does not follow symlinks (glob expansion uses followSymbolicLinks: false).
    • Dotfiles are filtered unless you explicitly opt in with a pattern that includes a dot-segment (e.g. --file ".github/**").
    • Default cap: files > 1 MB are rejected unless you raise ORACLE_MAX_FILE_SIZE_BYTES or maxFileSizeBytes in ~/.oracle/config.json.

Budget + observability

  • Target: keep total input under ~196k tokens.
  • Use --files-report (and/or --dry-run json) to spot the token hogs before spending.
  • Use --perf-trace / ORACLE_PERF_TRACE=1 for startup and first-output timing. Traces redact prompts, tokens, keys, cookies, and inline cookie payloads; detached API children write a session-suffixed sidecar trace.
  • If you need hidden/advanced knobs: npx -y @steipete/oracle --help --verbose.

Engines (API vs browser)

  • Auto-pick: uses api when OPENAI_API_KEY is set, otherwise browser.
  • Browser engine supports GPT + Gemini only; use --engine api for Claude/Grok/Codex or multi-model runs.
  • --copy-profile <chrome-user-data-dir>: reuse your already signed-in Chrome session with no manual login — copies the profile to a throwaway dir, launches with the real Keychain so its cookies decrypt, runs, then always deletes the copy. Failed/incomplete runs are deleted too, so they cannot be kept, reattached, or sent to an existing/remote browser. e.g. oracle --engine browser --copy-profile "$HOME/Library/Application Support/Google/Chrome" -p "<task>". macOS/Linux; needs rsync.
  • API runs require explicit user consent before starting because they incur usage costs.
  • Browser attachments:
    • --browser-attachments auto|never|always (auto pastes inline up to ~60k chars then uploads).
    • Add --browser-bundle-files --browser-bundle-format auto|zip to upload many files as one bundle; ZIP bundles preserve original file bytes.
  • Remote browser host (signed-in machine runs automation):
    • Host: oracle serve --host 0.0.0.0 --port 9473 --token <secret>
    • Client: oracle --engine browser --remote-host <host:port> --remote-token <secret> -p "<task>" --file "src/**"

API preflight

  • API runs require explicit user consent and cost money.
  • Before API runs, check provider readiness without printing secrets:
    • oracle doctor --providers --models gpt-5.4,claude-4.6-sonnet,gemini-3-pro
    • oracle --preflight --models gpt-5.4,gemini-3-pro
    • oracle --route --model gpt-5.4
  • If the user wants first-party OpenAI, pass --provider openai or --no-azure. This prevents exported Azure env/config from hijacking the route:
    • oracle --provider openai --engine api --model gpt-5.5-pro ...
  • For advisory multi-model panels where partial success is useful, use --allow-partial --write-output <path> so successful model files and the <stem>.oracle.json manifest are easy to recover:
    • oracle --models gpt-5.4,claude-4.6-sonnet,gemini-3-pro --allow-partial --write-output /tmp/panel.md -p "<task>"
  • --timeout 10m is the normal user-facing API deadline; Oracle derives the HTTP transport timeout unless --http-timeout is explicitly set.
  • If the exported OPENAI_API_KEY is invalid and the user wants their personal OpenAI key, use $one-password in one persistent tmux session. Known item: API Key - OpenAI - Personal, field api_key. Inject only into the single Oracle command; never print the key:
    • OPENAI_API_KEY="$(op item get 'API Key - OpenAI - Personal' --account my.1password.com --fields label=api_key --reveal)" oracle --provider openai --engine api --model gpt-5.5-pro ...
  • For debugging Oracle itself, prefer the local checkout after pulling ~/Projects/oracle:
    • pnpm -C ~/Projects/oracle run build
    • node ~/Projects/oracle/dist/scripts/run-cli.js ...

Sessions + slugs (don’t lose work)

  • Stored under ~/.oracle/sessions (override with ORACLE_HOME_DIR).
  • Browser runs save durable files under ~/.oracle/sessions/<id>/artifacts/, including transcript.md, Deep Research reports, and downloaded ChatGPT-generated images when available.
  • Runs may detach or take a long time (browser/API + GPT‑5.5 Pro often does). If the CLI times out: don’t re-run; reattach.
    • List: oracle status --hours 72
    • Attach: oracle session <id> --render
  • Use --slug "<3-5 words>" to keep session IDs readable.
  • Duplicate prompt guard exists; use --force only when you truly want a fresh run.
  • CLI guardrails: root runs without a prompt exit nonzero; --dry-run conflicts with --render / --render-markdown; Ctrl-C exits foreground API runs with code 130 while browser cleanup/reattach still runs.

Prompt template (high signal)

Oracle starts with zero project knowledge. Assume the model cannot infer your stack, build tooling, conventions, or “obvious” paths. Include:

  • Project briefing (stack + build/test commands + platform constraints).
  • “Where things live” (key directories, entrypoints, config files, dependency boundaries).
  • Exact question + what you tried + the error text (verbatim).
  • Constraints (“don’t change X”, “must keep public API”, “perf budget”, etc).
  • Desired output (“return patch plan + tests”, “list risky assumptions”, “give 3 options with tradeoffs”).

“Exhaustive prompt” pattern (for later restoration)

When you know this will be a long investigation, write a prompt that can stand alone later:

  • Top: 6–30 sentence project briefing + current goal.
  • Middle: concrete repro steps + exact errors + what you already tried.
  • Bottom: attach all context files needed so a fresh model can fully understand (entrypoints, configs, key modules, docs).

If you need to reproduce the same context later, re-run with the same prompt + --file … set (Oracle runs are one-shot; the model doesn’t remember prior runs).

Safety

  • Don’t attach secrets by default (.env, key files, auth tokens). Redact aggressively; share only what’s required.
  • Prefer “just enough context”: fewer files + better prompt beats whole-repo dumps.

Version History

  • f3e82a7 Current 2026-07-25 11:15

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