What is knowledgine-suggest?

A contextual knowledge lookup tool that suggests relevant notes from a project knowledge base based on the file, task, or error you are working on. It searches by context rather than requiring an exact question.

Use it when starting a session, opening an unfamiliar file, beginning a feature, or preparing to make changes.

It helps reveal earlier decisions, warnings, and related patterns before you repeat past mistakes or design work in isolation.

How 3062-in-zamud/knowledgine configures Claude Code and Codex

Reuse

Borrowing it

Nothing to install: this file belongs to 3062-in-zamud/knowledgine. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/3062-in-zamud/knowledgine/develop/.agents/skills/knowledgine-suggest/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/3062-in-zamud/knowledgine

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/3062-in-zamud/knowledgine/knowledgine-suggest/github.svg)](https://agentmods.dev/skills/3062-in-zamud/knowledgine/knowledgine-suggest)

Your own site

<a href="https://agentmods.dev/skills/3062-in-zamud/knowledgine/knowledgine-suggest"><img src="https://agentmods.dev/badge/skills/3062-in-zamud/knowledgine/knowledgine-suggest/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/3062-in-zamud/knowledgine/knowledgine-suggest"><img src="https://agentmods.dev/badge/skills/3062-in-zamud/knowledgine/knowledgine-suggest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 67 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 815 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.

Model	Per session	Once invoked
Fable 5.1	$0.00067	$0.00815
Opus 5.5	$0.00027	$0.00326
Sonnet 5.5	$0.00013	$0.00163
Haiku 4.5	$0.00007	$0.00081

Measured 2mo ago against content hash 7acd61397c09, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

knowledgine-suggest 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.

.agents/skills/knowledgine-suggest/SKILL.md · 94 lines

How it starts

The opening of the file, as written. The whole thing — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.

knowledgine-suggest

Purpose

Surface relevant knowledge from the knowledge base based on contextual signals extracted from the current work, rather than a specific search query. Suggest combines search and graph traversal to bring forward knowledge you might not know to search for.

When to Use

Starting a session — Get context about the area you will work in
Opening a new file — Discover past knowledge about that component
Beginning a feature — Find related patterns and past decisions
Before making changes — Check for warnings or prior art on the topic
Exploring an unfamiliar module — Find related entities and notes

When NOT to Use

When you already have a specific query in mind (use knowledgine-recall instead)
When working on trivial mechanical tasks with no design ambiguity
After already calling suggest for the same file in the same session

How to Get Suggestions (MCP Tools)

Step 1: Search by context

search_knowledge(
  query: string,   // Derived from file path, task description, or component name
  mode: "hybrid",  // Hybrid gives best results for context-based queries
  limit: 10
)

Step 2: Find related notes (if you have a note ID or file path)

find_related(
  noteId?: string,    // ID of a relevant note found in step 1
  filePath?: string,  // Current file path being worked on
  limit?: number,     // Max results (default 10)
  maxHops?: number    // Graph traversal depth (default 2)
)

How to Get Suggestions (CLI Alternative)

knowledgine suggest "<context description>"
knowledgine suggest --file src/commands/setup.ts

Extracting Context

The quality of suggestions depends on the context you provide. Extract signals from:

Signal	Example
Current file path	`src/commands/setup.ts`
Component or class name	`SetupCommand`, `KnowledgeRepository`
Task description	`"add TOML config support to setup command"`
Feature area	`"MCP configuration", "entity extraction"`
Error message	`"TypeError: Cannot set properties of undefined"`

Read the full file on GitHub · 94 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

references/context-patterns.md 3.3 KB

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.

2mo ago First seen · 94 lines · 67 tokens per session scan A 7acd61397c09

Subscribe to this mod's changes

knowledgine-suggest is a skill published in the GitHub repository 3062-in-zamud/knowledgine (3 stars, last pushed 3mo ago), licensed MIT. It adds 67 tokens to every session and 815 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 2026-08-31.

Memory and context

knowledgine-suggest next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
knowledgine-suggest3062-in-zamud/knowledgine	Skill	3	3mo ago	MIT	A	67	Claude Code, Codex
knowledge-ingestopenclaw/openclaw	Skill	394k	yesterday	MIT	A	80	Claude Code, Codex
mem0-oss-to-platformmem0ai/mem0	Skill	68k	2d ago	Apache-2.0	A	217	Claude Code, Codex
forgetasgeirtj/system_prompts_leaks	Skill	71k	2d ago	CC0-1.0	A	74	Claude Code, Codex
Cortexdanielmiessler/LifeOS	Skill	20k	yesterday	MIT	A	184	Claude Code
memoryopensquilla/opensquilla	Skill	7.1k	6d ago	Apache-2.0	A	44	Claude Code, Codex
ha-data-storesshiwenwen/hope-agent	Skill	1.9k	yesterday	MIT	A	115	Claude Code, Codex

knowledgine: Skill for Claude Code