nimbus-implicit-knowledge-extraction

nimbus-implicit-knowledge-extraction is a command for Claude Code from nimbus-agent/Nimbus. It costs 281 tokens per session (4,244 once invoked), scanned A, original, AGPL-3.0.

Two pipelines that find and organize implicit knowledge for the Nimbus glossary and decisions features. Each discovers sources, prioritizes them, uses an LLM to extract or combine knowledge, and reconciles the result.

In plain words
What is it for?
Use it when modifying glossary or decision extraction, source prioritization, LLM consolidation, or result reconciliation.
Why use it?
It describes how scattered source material becomes structured glossary entries or decisions. The shared stages help keep both extraction pipelines consistent.

Command for Claude Code

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.

agentmods
npx agentmods add commands/nimbus-agent/nimbus/nimbus-implicit-knowledge-extraction
Clone the repo
git clone --depth 1 https://github.com/nimbus-agent/Nimbus

Made for: Claude Code.

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 nimbus-implicit-knowledge-extraction

README.md
[![agentmods](https://agentmods.dev/badge/commands/nimbus-agent/nimbus/nimbus-implicit-knowledge-extraction.svg)](https://agentmods.dev/commands/nimbus-agent/nimbus/nimbus-implicit-knowledge-extraction)
Your own site
<a href="https://agentmods.dev/commands/nimbus-agent/nimbus/nimbus-implicit-knowledge-extraction"><img src="https://agentmods.dev/badge/commands/nimbus-agent/nimbus/nimbus-implicit-knowledge-extraction.svg" alt="Measured on agentmods" height="20"></a>
Per session 281 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,244 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00281 $0.04244
Opus 5 $0.00140 $0.02122
Sonnet 5 $0.00056 $0.00849
Haiku 4.5 $0.00028 $0.00424

Measured today against content hash 822bb6463825, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

nimbus-implicit-knowledge-extraction 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 today.

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.

.claude/commands/nimbus-implicit-knowledge-extraction.md · 278 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. today Changed · +13 lines 822bb6463825
  2. 5d ago First seen · 265 lines · 281 tokens per session scan A 3c29d1abdee3

Subscribe to this mod's changes

nimbus-implicit-knowledge-extraction is a command published in the GitHub repository nimbus-agent/Nimbus (5 stars, last pushed today), licensed AGPL-3.0. It adds 281 tokens to every session and 4,244 once invoked, about $0.0014 per session on Opus 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.