What is vault-ingest?

A tool for sorting raw information into a knowledge base, such as notes, topics, projects, people, decisions, sources, or ideas.

Use it to classify incoming content, check for duplicates, create entries, connect related records, and extract action items.

It helps prevent useful information from being misplaced, duplicated, or left unconnected to related material.

How pass-agent/loomkin configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to pass-agent/loomkin. 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/pass-agent/loomkin/main/.agents/skills/vault-ingest/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/pass-agent/loomkin

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/pass-agent/loomkin/vault-ingest/github.svg)](https://agentmods.dev/skills/pass-agent/loomkin/vault-ingest)

Your own site

<a href="https://agentmods.dev/skills/pass-agent/loomkin/vault-ingest"><img src="https://agentmods.dev/badge/skills/pass-agent/loomkin/vault-ingest/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/pass-agent/loomkin/vault-ingest"><img src="https://agentmods.dev/badge/skills/pass-agent/loomkin/vault-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 17 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 336 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	$0.00017	$0.00336
Opus 5.5	$0.00007	$0.00134
Sonnet 5.5	$0.00003	$0.00067
Haiku 4.5	$0.00002	$0.00034

Measured 2mo ago against content hash 235db466bd35, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

vault-ingest 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/vault-ingest/SKILL.md · 46 lines

What it actually says

Analyze raw input and route to the right location in the knowledge base.

Classify Content

Determine what this is:

Strategy, process, or how-to: note (link to parent topic)
Hub or organizing content: topic
Product or brand information: project
Person information: person
A decision or commitment: decision (also log to decision graph)
External reference: source
A feature or product idea: idea

If the input contains multiple distinct concepts, extract each as a separate atomic entry.

Check for Duplicates

vault_search(query: "{key phrases from input}") — if a similar entry exists, suggest updating it instead of creating a new one. Use ask_user to confirm.

Create Entries

vault_create_entry(entry_type: "{classified_type}", ...) for each extracted concept.

For decisions, also create a decision graph node: decision_log(node_type: "decision", title: "...", confidence: ...)

Link

Link new notes to parent topics via vault_link(link_type: "parent")
Link related entries via vault_link(link_type: "related")
Extract action items to vault_kanban(action: "add", ...)

Report: files created with paths, topics linked, action items added.

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 · 46 lines · 17 tokens per session scan A 235db466bd35

Subscribe to this mod's changes

vault-ingest is a skill published in the GitHub repository pass-agent/loomkin (182 stars, last pushed 5mo ago), licensed MIT. It adds 17 tokens to every session and 336 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 2026-08-30.

LLM Memory and context ai-agents beam elixir genserver liveview

vault-ingest next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
vault-ingestpass-agent/loomkin	Skill	182	5mo ago	MIT	A	17	Claude Code
elixirericrisco/rsc-harness	Skill	503	2d ago	MIT	A	72	Claude Code, Codex
phoenixericrisco/rsc-harness	Skill	503	2d ago	MIT	B	89	Claude Code, Codex
mem0-vercel-ai-sdkmem0ai/mem0	Skill	68k	2d ago	Apache-2.0	A	146	Claude Code, Codex
pausemem0ai/mem0	Skill	68k	2d ago	Apache-2.0	A	30	Claude Code
mineMemPalace/mempalace	Skill	60k	yesterday	MIT	A	21	Claude Code
agent-carnetyamadashy/repomix	Skill	29k	yesterday	MIT	A	67	Claude Code, Codex

loomkin: Skill for Claude Code