compile

compile is a skill for Claude Code from Misaka16384/magi. It costs 25 tokens per session (485 once invoked), scanned A, original, no licence file.

A research skill that turns collected source files into linked reference cards and concept cards, while identifying ideas that were only implied.

In plain words
What is it for?
It helps build a structured knowledge base from research material and find concepts that deserve further attention.
Why use it?
It removes the need to organise sources and discover hidden connections by hand.

Skill for Claude Code

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

Part of the magi plugin — 12 skills, 1 hook shipped together

Good fit It helps build a structured knowledge base from research material and find concepts that deserve further attention.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/misaka16384/magi/compile
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 Misaka16384/magi --skill compile
Clone the repo
git clone --depth 1 https://github.com/Misaka16384/magi

Made for: Claude Code.

Or install magi, the plugin that ships this one along with the rest of its 12 skills, 1 hook.

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 compile

README.md
[![agentmods](https://agentmods.dev/badge/skills/misaka16384/magi/compile/github.svg)](https://agentmods.dev/skills/misaka16384/magi/compile)
Your own site
<a href="https://agentmods.dev/skills/misaka16384/magi/compile"><img src="https://agentmods.dev/badge/skills/misaka16384/magi/compile/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 compile

Your own site · 80×15
<a href="https://agentmods.dev/skills/misaka16384/magi/compile"><img src="https://agentmods.dev/badge/skills/misaka16384/magi/compile.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 485 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 $0.00025 $0.00485
Opus 5.5 $0.00010 $0.00194
Sonnet 5.5 $0.00005 $0.00097
Haiku 4.5 $0.00003 $0.00049

Measured 1mo ago against content hash 0a04d2b46bcd, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

compile 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 1mo 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.

src/magi/skills/compile/SKILL.md · 41 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

Files

What ships with it

3 files 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.

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. 1mo ago Changed · +1 lines 0a04d2b46bcd
  2. 1mo ago First seen · 40 lines · 25 tokens per session scan A 9699918ce0d3

Subscribe to this mod's changes

compile is a skill published in the GitHub repository Misaka16384/magi (7 stars, last pushed 1mo ago), with no licence file. It adds 25 tokens to every session and 485 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 2026-09-03.

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