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velesdb-extract-outline

velesdb-extract-outline is a skill for Claude Code, Codex from cyberlife-coder/VelesDB. It costs 225 tokens per session (2,550 once invoked), scanned A, original, no licence file.

A rule-based extractor that writes facts, relationships between things, and attributes into velesdb-memory without using a generative model. You define the extraction rules in a small directive format.

In plain words
What is it for?
It helps agents extract facts, links between entities, and attributes for later memory use.
Why use it?
It provides a predictable way to turn source content into stored structured information instead of relying on generated wording.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 102repo +1 today A scan 225 tokens custom licence

Good fit It helps agents extract facts, links between entities, and attributes for later memory use.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cyberlife-coder/velesdb/velesdb-extract-outline
View source ↗ cyberlife-coder/VelesDB velesdb.com
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.

Any agent
npx skills add cyberlife-coder/VelesDB --skill velesdb-extract-outline
Clone the repo
git clone --depth 1 https://github.com/cyberlife-coder/VelesDB

Made for: Claude Code, Codex.

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 velesdb-extract-outline

README.md
[![agentmods](https://agentmods.dev/badge/skills/cyberlife-coder/velesdb/velesdb-extract-outline/github.svg)](https://agentmods.dev/skills/cyberlife-coder/velesdb/velesdb-extract-outline)
Your own site
<a href="https://agentmods.dev/skills/cyberlife-coder/velesdb/velesdb-extract-outline"><img src="https://agentmods.dev/badge/skills/cyberlife-coder/velesdb/velesdb-extract-outline/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 velesdb-extract-outline

Your own site · 80×15
<a href="https://agentmods.dev/skills/cyberlife-coder/velesdb/velesdb-extract-outline"><img src="https://agentmods.dev/badge/skills/cyberlife-coder/velesdb/velesdb-extract-outline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 225 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,550 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 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 $0.00225 $0.02550
Opus 5.5 $0.00090 $0.01020
Sonnet 5.5 $0.00045 $0.00510
Haiku 4.5 $0.00022 $0.00255

Measured yesterday against content hash dc8ca76397ca, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

velesdb-extract-outline 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 yesterday.

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.

crates/velesdb-node/skills/velesdb-extract-outline/SKILL.md · 187 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. yesterday First seen · 187 lines · 225 tokens per session scan A dc8ca76397ca

Subscribe to this mod's changes

velesdb-extract-outline is a skill published in the GitHub repository cyberlife-coder/VelesDB (102 stars, last pushed today), with no licence file. It adds 225 tokens to every session and 2,550 once invoked, about $0.0009 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 2026-11-05.

Memory and contextRAG and vectorsaiembeddingshnswlocal-firstmachine-learning
Related

velesdb-extract-outline compared with skills from other repositories

velesdb-extract-outline next to 6 skills from other repositories
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velesdb-extract-outlinecyberlife-coder/VelesDBSkill102todaynoneA225Claude Code, Codex
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knowledge-ingestkeshrath/agent-knowledgeSkill1913d agoMITA96Claude Code
setupAbsoluteMode/session-recallSkill1312d agoMITA84Claude Code
qdrant-vector-searchsynthetic-sciences/openscienceSkill4.3k2d agoApache-2.0A46Claude Code, Codex