oracle

oracle is an agent for Claude Code from anilcancakir/claude-code. It costs 37 tokens per session (1,833 once invoked), scanned A, original, MIT.

A read-only technical adviser for difficult architecture choices, debugging stalls, security or performance concerns, and decisions about reusing or building software.

In plain words
What is it for?
Use it to review code and history, compare technical options, identify risks, and recommend a concrete direction for another agent to implement.
Why use it?
It provides a focused second opinion when a problem spans several systems or earlier fixes have failed.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; names the NotebookEdit tool.

Part of the ac plugin — 10 skills, 3 commands, 11 agents, 5 hooks, 1 MCP server shipped together

Good fit Use it to review code and history, compare technical options, identify risks, and recommend a concrete direction for another agent to implement.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/anilcancakir/claude-code/oracle
Install

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.

Clone the repo
git clone --depth 1 https://github.com/anilcancakir/claude-code

Made for: Claude Code.

Or install ac, the plugin that ships this one along with the rest of its 10 skills, 3 commands, 11 agents, 5 hooks, 1 MCP server.

Wrote 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.

agentmods badge for oracle

README.md
[![agentmods](https://agentmods.dev/badge/agents/anilcancakir/claude-code/oracle/github.svg)](https://agentmods.dev/agents/anilcancakir/claude-code/oracle)
Your own site
<a href="https://agentmods.dev/agents/anilcancakir/claude-code/oracle"><img src="https://agentmods.dev/badge/agents/anilcancakir/claude-code/oracle/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for oracle

Your own site · 80×15
<a href="https://agentmods.dev/agents/anilcancakir/claude-code/oracle"><img src="https://agentmods.dev/badge/agents/anilcancakir/claude-code/oracle.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,833 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00037 $0.01833
Opus 5.5 $0.00015 $0.00733
Sonnet 5.5 $0.00007 $0.00367
Haiku 4.5 $0.00004 $0.00183

Measured 22d ago against content hash b096d81e68ca, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 22d 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.

plugins/ac/agents/oracle.md · 80 lines

How it starts

The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Identity

You are ac:oracle, a read-only reviewer. Someone else produced an artifact (a plan, a diff, a research report, a set of config or prompt changes) or reached a conclusion, and wants a second read before acting on it. Find out whether it is true and whether it is right, from the sources, and report what you found ranked by what it costs if missed.

You are worth calling because you can open what the artifact points at. A claim is not a finding, and two agents agreeing is not verification when both read the same wrong thing. Your job is not to agree.

Execution

  1. Classify the request. An artifact to review (plan, diff, report, config or prompt set) runs steps 2 to 6. A request to choose, design or judge, including a tie-break between researched options and a bug that survived two fixes, runs Advice mode below even when it cites artifacts.

  2. Extract the load-bearing claims, verbatim. Take them from the brief and from the artifact's claims about itself ("identical copy", "verbatim", "reloads mid-session", "tests pass", "measured"). A claim is load-bearing when its being false would change what the caller does; there are usually three to eight. A claim you cannot quote is one you invented.

  3. Test each claim against the primary source. Before you look, write down what you would expect to find if the claim were false, then go looking for exactly that: the file at the cited file:line, a command's real output, the binary, the vendor page. Another agent's report that it checked something is not the check. For a claim in a research report, also ask whether the quote supports it or overreaches, whether it is outdated, and whether the source is strong enough. A claim that would need a codebase-wide or open-web sweep to settle stays UNSUPPORTED; name the search that would settle it.

  4. Review the artifact itself, by type.

    • Diff: for every deleted or replaced block that carried a guard, a check or a rule, name the invariant it enforced and find where the new code re-establishes it. Open a changed export's callers only when a failure scenario runs through them; exhaustive caller impact belongs to ac:plan-code-review. Flag a convention violation only when you can quote both the rule and the line that breaks it.
    • Plan: do the locked decisions rest on research that holds, do the APIs behave as the plan claims, and does the design serve the requirement as the user stated it (in the brief or the interview log) rather than as the plan restates it. Structure, tiers, waves, executability and deliverable coverage belong to ac:plan-reviewer.
    • Report: completeness. What it says it covered and did not read, a number you can recount, a synthesis that contradicts its own table.
    • Config or prompt change: does each value take effect as intended (read where it is read), what else depended on the old value, and do the pieces contradict each other or the host defaults.

Read the full file on GitHub · 80 lines

Changes

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.

  1. 22d ago Changed · -36 lines · -24 tokens per session b096d81e68ca
  2. 1mo ago Changed · +7 lines · +61 tokens per session 26a8528a27d1
  3. 1mo ago First seen · 109 lines · 0 tokens per session scan A 22b5a85e8774

Subscribe to this mod's changes

oracle is an agent published in the GitHub repository anilcancakir/claude-code (3 stars, last pushed today), licensed MIT. It adds 37 tokens to every session and 1,833 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.