knowledge-synthesizer

knowledge-synthesizer is a skill for Claude Code, Codex from belokonm/claude-supercode-skills. It costs 73 tokens per session (722 once invoked), scanned A, original, no licence file.

A specialist for combining information from many sources into organised explanations and insights. It also covers knowledge graphs, ontologies, and RAG systems, which retrieve relevant source material for an AI response.

In plain words
What is it for?
Use it to build knowledge graphs and RAG systems, define ontologies, synthesise information across documents, and extract insights.
Why use it?
It helps turn scattered documents or data into structured knowledge that can be searched, connected, and summarised.

Skill for Claude CodeCodex

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

Good fit Use it to build knowledge graphs and RAG systems, define ontologies, synthesise information across documents, and extract insights.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/belokonm/claude-supercode-skills/knowledge-synthesizer-skill
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 belokonm/claude-supercode-skills --skill knowledge-synthesizer-skill
Clone the repo
git clone --depth 1 https://github.com/belokonm/claude-supercode-skills

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 knowledge-synthesizer

README.md
[![agentmods](https://agentmods.dev/badge/skills/belokonm/claude-supercode-skills/knowledge-synthesizer-skill/github.svg)](https://agentmods.dev/skills/belokonm/claude-supercode-skills/knowledge-synthesizer-skill)
Your own site
<a href="https://agentmods.dev/skills/belokonm/claude-supercode-skills/knowledge-synthesizer-skill"><img src="https://agentmods.dev/badge/skills/belokonm/claude-supercode-skills/knowledge-synthesizer-skill/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 knowledge-synthesizer

Your own site · 80×15
<a href="https://agentmods.dev/skills/belokonm/claude-supercode-skills/knowledge-synthesizer-skill"><img src="https://agentmods.dev/badge/skills/belokonm/claude-supercode-skills/knowledge-synthesizer-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 722 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 $0.00073 $0.00722
Opus 5.5 $0.00029 $0.00289
Sonnet 5.5 $0.00015 $0.00144
Haiku 4.5 $0.00007 $0.00072

Measured 2mo ago against content hash 8a8a0fd44114, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

knowledge-synthesizer 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 2mo 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.

knowledge-synthesizer-skill/SKILL.md · 90 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

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. 2mo ago First seen · 90 lines · 73 tokens per session scan A 8a8a0fd44114

Subscribe to this mod's changes

knowledge-synthesizer is a skill published in the GitHub repository belokonm/claude-supercode-skills (12 stars, last pushed 9mo ago), with no licence file. It adds 73 tokens to every session and 722 once invoked, about $0.0003 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 2026-09-03.

Related

knowledge-synthesizer compared with skills from other repositories

knowledge-synthesizer next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
knowledge-synthesizerbelokonm/claude-supercode-skillsSkill129mo agononeA73Claude Code, Codex
embeddingsruvnet/rufloSkill81kyesterdayMITA62Claude Code
agent-platform-rag-engine-managementgoogle/skillsSkill22kyesterdayApache-2.0A85Claude Code, Codex
llm-app-patternsdavila7/claude-code-templatesSkill33kyesterdayMITA54Claude Code, Codex
9router-embeddingsdecolua/9routerSkill32k9d agoMITA66Claude Code, Codex
embedding-strategiesforyourhealth111-pixel/Vibe-SkillsSkill3.8k3d agoApache-2.0A37Claude Code, Codex
similarity-search-patternsforyourhealth111-pixel/Vibe-SkillsSkill3.8k3d agoApache-2.0A30Claude Code, Codex