lite-drafter

lite-drafter is an agent for Claude Code from trapoom555/claude-paperloom. It costs 63 tokens per session (1,186 once invoked), scanned A, original, Apache-2.0.

A short research-paper summarizer that produces key takeaways, background, the main idea, and a critique from selected paper text.

In plain words
What is it for?
It helps create a brief triage summary for a research-paper page, using a paper excerpt rather than the entire document.
Why use it?
It lets readers understand a paper’s claim, context, and weaknesses quickly without reading the full paper first.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; mentions CLAUDE.md.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the claude-paperloom plugin — 4 commands, 4 agents shipped together

Good fit It helps create a brief triage summary for a research-paper page, using a paper excerpt rather than the entire document.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add trapoom555/claude-paperloom
Claude Code
/plugin install claude-paperloom

Made for: Claude Code.

Or install claude-paperloom, the plugin that ships this one along with the rest of its 4 commands, 4 agents.

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 lite-drafter

README.md
[![agentmods](https://agentmods.dev/badge/agents/trapoom555/claude-paperloom/lite-drafter.svg)](https://agentmods.dev/agents/trapoom555/claude-paperloom/lite-drafter)
Your own site
<a href="https://agentmods.dev/agents/trapoom555/claude-paperloom/lite-drafter"><img src="https://agentmods.dev/badge/agents/trapoom555/claude-paperloom/lite-drafter.svg" alt="Measured on agentmods" height="20"></a>
Per session 63 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,186 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 $0.00063 $0.01186
Opus 5 $0.00032 $0.00593
Sonnet 5 $0.00013 $0.00237
Haiku 4.5 $0.00006 $0.00119

Measured 8d ago against content hash f399bc91a8f9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

lite-drafter 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 8d 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/lite-drafter.md · 95 lines

How it starts

The opening of the file, as written. The whole thing — 95 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You write a brief, triage-grade summary of a research paper — not the deep one. A reader should grasp the paper's thesis, intuition, and weaknesses in under two minutes.

Input (from the invoking command)

{
  "vault_path":      "/Users/<you>/PaperLoom",
  "paper_text_path": "<vault>/.sources/<sha>.brief.txt",   // the BRIEF text — not the full paper
  "paper_slug":      "2017-06-attention-is-all-you-need",
  "fields":          ["[[nlp]]", "..."],
  "style_spec_path": "${CLAUDE_PLUGIN_ROOT}/templates/CLAUDE.md"
}

Note: the caller passes the brief text file (abstract + intro + conclusion + selected pages) — typically 10–25% of the full paper. This is intentional for speed. If you feel you're missing context, note it briefly in the Critique ("limited detail available in brief extraction") rather than asking for more.

What to do

  1. Read the style spec at style_spec_path, the section titled "Paper body". Apply the writing-style rules (simple language, short sentences, define terms inline, numbers over adjectives).
  2. Read the brief paper text at paper_text_path.
  3. Draft four short sections and return them as JSON.

Output format

Return only this JSON (no surrounding prose, no code fences):

{
  "key_takeaways":          "…markdown body for Key Takeaways…",
  "background":             "…markdown body for Background…",
  "main_idea_and_summary":  "…markdown body for Main Idea & Summary…",
  "critique":               "…markdown body for Critique…"
}

Each value is the body markdown without the ## heading — the caller adds headings.

Section specs — keep each short

1. Key Takeaways — 1–3 bullets

The punchline. What should a reader remember a month from now? Synthesis, no source refs required.

2. Background — 2–4 bullets

Just enough for the reader to understand why the paper exists.

  • What problem does it attack? (one sentence, plain language.)
  • Why does it matter? (one sentence.)
  • What did prior approaches look like and what was their main weakness? (1–2 sentences.)

Read the full file on GitHub · 95 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. 8d ago First seen · 95 lines · 63 tokens per session scan A f399bc91a8f9

Subscribe to this mod's changes

lite-drafter is an agent published in the GitHub repository trapoom555/claude-paperloom (95 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 63 tokens to every session and 1,186 once invoked, about $0.0003 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 2026-08-30.

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