Brigade is an ecosystem for running crews of AI agents as a personal intelligence system, with local handling of credentials and support for exposing agent crews to the internet for testing. It is for people who want to organize and operate multiple AI agents using their own API keys or existing Claude, ChatGPT, Copilot, Claude Code, or Codex access. The catalogue skills provide workflows for using Brigade and its agent ecosystem.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add spinabot/brigade --skill oraclegit clone --depth 1 https://github.com/spinabot/brigadeWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/spinabot/brigade/oracle)<a href="https://agentmods.dev/skills/spinabot/brigade/oracle"><img src="https://agentmods.dev/badge/skills/spinabot/brigade/oracle.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00025 | $0.01313 |
| Opus 5 | $0.00013 | $0.00656 |
| Sonnet 5 | $0.00005 | $0.00263 |
| Haiku 4.5 | $0.00003 | $0.00131 |
Grade A, and why
oracle scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
97% identical to oracle — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
oracle — 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 output as advisory: verify against code + tests.
Main use case (browser, GPT‑5.2 Pro)
Default workflow here: --engine browser with GPT‑5.2 Pro in ChatGPT. This is the common “long think” path: ~10 minutes to ~1 hour is normal; expect a stored session you can reattach to.
Recommended defaults:
- Engine: browser (
--engine browser) - Model: GPT‑5.2 Pro (
--model gpt-5.2-proor--model "5.2 Pro")
Golden path
- Pick a tight file set (fewest files that still contain the truth).
- Preview payload + token spend (
--dry-run+--files-report). - Use browser mode for the usual GPT‑5.2 Pro workflow; use API only when you explicitly want it.
- If the run detaches/timeouts: reattach to the stored session (don’t re-run).
Commands (preferred)
-
Help:
oracle --help- If the binary isn’t installed:
npx -y @steipete/oracle --help(avoidpnpxhere; sqlite bindings).
-
Preview (no tokens):
oracle --dry-run summary -p "<task>" --file "src/**" --file "!**/*.test.*"oracle --dry-run full -p "<task>" --file "src/**"
-
Token sanity:
oracle --dry-run summary --files-report -p "<task>" --file "src/**"
-
Browser run (main path; long-running is normal):
oracle --engine browser --model gpt-5.2-pro -p "<task>" --file "src/**"
-
Manual paste fallback:
oracle --render --copy -p "<task>" --file "src/**"- Note:
--copyis 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/**"--file src/index.ts--file docs --file README.md
-
Exclude:
--file "src/**" --file "!src/**/*.test.ts" --file "!**/*.snap"
-
Defaults (implementation behavior):
- Default-ignored dirs:
node_modules,dist,coverage,.git,.turbo,.next,build,tmp(skipped unless explicitly passed as literal dirs/files). - Honors
.gitignorewhen expanding globs. - Does not follow symlinks.
- Dotfiles filtered unless opted in via pattern (e.g.
--file ".github/**"). - Files > 1 MB rejected.
- Default-ignored dirs:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 126 lines · 25 tokens per session scan A 19768c40e9ce
oracle is a skill published in the GitHub repository spinabot/brigade (3,498 stars, last pushed 2d ago), licensed MIT. It adds 25 tokens to every session and 1,313 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 97% identical to oracle, differing in 4 lines, and is treated as a copy.
Other skills, from other repositories
extension-authoring
Step-by-step guide to building, installing, and testing a SynapsCLI extension — manifest, handshake, tool, hook, install, and test.
loopplane
Initialize and run a durable, plan-driven agent workflow inside any project using external CLI coding agents.
baoyu-article-illustrator
Article illustrations: type × style × palette consistency.
flash-attention
Speed up long-sequence transformer training and inference.
duckduckgo-search
Free keyless web, news, and image search via ddgs.
mcporter
List, auth, and call MCP servers/tools from the terminal.