ingest

ingest is a skill for Claude Code from rjroy/vibe-garden. It costs 86 tokens per session (1,878 once invoked), scanned A, original, MIT.

A knowledge-extraction procedure that turns notes and work documents into searchable Markdown pages in a project wiki. It reads Markdown and HTML files from the .lore directory.

In plain words
What is it for?
Use it to extract lasting knowledge from retrospectives, specifications, plans, research, and notes.
Why use it?
It preserves useful decisions, constraints, terminology, and lessons in a form that can be found later instead of leaving them buried in project documents.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the field-guide plugin — 7 skills shipped together

Good fit Use it to extract lasting knowledge from retrospectives, specifications, plans, research, and notes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rjroy/vibe-garden/ingest
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 rjroy/vibe-garden --skill ingest
Clone the repo
git clone --depth 1 https://github.com/rjroy/vibe-garden

Made for: Claude Code.

Or install field-guide, the plugin that ships this one along with the rest of its 7 skills.

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 ingest

README.md
[![agentmods](https://agentmods.dev/badge/skills/rjroy/vibe-garden/ingest/github.svg)](https://agentmods.dev/skills/rjroy/vibe-garden/ingest)
Your own site
<a href="https://agentmods.dev/skills/rjroy/vibe-garden/ingest"><img src="https://agentmods.dev/badge/skills/rjroy/vibe-garden/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.

agentmods 80×15 button for ingest

Your own site · 80×15
<a href="https://agentmods.dev/skills/rjroy/vibe-garden/ingest"><img src="https://agentmods.dev/badge/skills/rjroy/vibe-garden/ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 86 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,878 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00086 $0.01878
Opus 5 $0.00043 $0.00939
Sonnet 5 $0.00017 $0.00376
Haiku 4.5 $0.00009 $0.00188

Measured 10d ago against content hash 86066667e04c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

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 10d 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.

field-guide/skills/ingest/SKILL.md · 127 lines

How it starts

The opening of the file, as written. The whole thing — 127 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ingest

Read source artifacts, extract the durable knowledge they contain, and write it into .lore/reference/ as searchable wiki pages.

The goal is not to archive artifacts or summarize them exhaustively. Ingest exists to build reference material that cannot be recovered just by reading the associated source code: intent, rationale, constraints, rejected alternatives, operating lessons, domain vocabulary, and system context.

Sources

Accept one or more paths from the user. Each may be a file or a directory. For directories, walk them and read every .md and .html file found. If a directory walk finds zero supported files, report this clearly to the user ("No .md or .html files found in [path] — nothing ingested") and move on to the next source path. Sources should live under .lore/ — warn and skip anything that doesn't.

Treat Markdown and HTML sources as equivalent knowledge inputs:

  • Markdown files use YAML frontmatter when present, followed by Markdown body content.
  • HTML files use <meta name="..."> fields when present, <title> as the title, and visible document body content as the source text. Ignore scripts, styles, and generated chrome that does not carry project knowledge.

Extraction

Read each source file in full. Use judgment to identify distinct knowledge units within it. A knowledge unit is a claim that stands on its own, would be useful without the source document's context, and belongs in long-lived project reference. One source typically yields one to several units; a retro might yield three, a plan might yield one, a research document might yield ten.

Before writing a unit, apply this reference-worthiness gate:

  • Keep knowledge that explains why the system is shaped the way it is: goals, tradeoffs, constraints, dependencies, domain rules, stakeholder intent, rejected alternatives, migration context, and lessons learned from incidents or implementation attempts.
  • Keep architecture only when the source adds context beyond the code's current structure, such as module boundaries, responsibility splits, data ownership, lifecycle expectations, or coupling that is not obvious from filenames and function bodies.
  • Skip ordinary implementation details that can be rebuilt from the source code: file lists, function inventories, endpoint names, schema fields, control flow summaries, library usage that is already visible in manifests, and transient task checklists.
  • Skip plan/spec content that did not survive into durable guidance. A planned step is not reference knowledge unless it records an enduring constraint, decision, rationale, or requirement that future work should honor.
  • If a source contains no reference-worthy units, do not create a page for it. Count the source as processed and report that no durable knowledge was found.

Read the full file on GitHub · 127 lines

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. 10d ago First seen · 127 lines · 86 tokens per session scan A 86066667e04c

Subscribe to this mod's changes

ingest is a skill published in the GitHub repository rjroy/vibe-garden (6 stars, last pushed 2mo ago), licensed MIT. It adds 86 tokens to every session and 1,878 once invoked, about $0.0004 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.

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