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paper-trail-search

paper-trail-search is a command for Claude Code from roomi-fields/paper-trail. It costs 87 tokens per session (509 once invoked), scanned A, original, MIT.

A search command for finding research references in a validated registry, a database of checked sources. It searches by topics, authors, titles, years, or reference slugs.

In plain words
What is it for?
Use it before writing a SOTA or paper to find references and their slugs for source links.
Why use it?
It helps you find sources that have passed technical or content checks instead of relying on unverified references.

Command for Claude Code

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

Part of the paper-trail plugin — 6 skills, 22 commands, 6 agents, 3 hooks shipped together

not rated 5repo 6d ago A scan 87 tokens original MIT

Good fit Use it before writing a SOTA or paper to find references and their slugs for source links.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/roomi-fields/paper-trail/paper-trail-search
View source ↗ roomi-fields/paper-trail
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.

Clone the repo
git clone --depth 1 https://github.com/roomi-fields/paper-trail

Made for: Claude Code.

Or install paper-trail, the plugin that ships this one along with the rest of its 6 skills, 22 commands, 6 agents, 3 hooks.

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 paper-trail-search

README.md
[![agentmods](https://agentmods.dev/badge/commands/roomi-fields/paper-trail/paper-trail-search/github.svg)](https://agentmods.dev/commands/roomi-fields/paper-trail/paper-trail-search)
Your own site
<a href="https://agentmods.dev/commands/roomi-fields/paper-trail/paper-trail-search"><img src="https://agentmods.dev/badge/commands/roomi-fields/paper-trail/paper-trail-search/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 paper-trail-search

Your own site · 80×15
<a href="https://agentmods.dev/commands/roomi-fields/paper-trail/paper-trail-search"><img src="https://agentmods.dev/badge/commands/roomi-fields/paper-trail/paper-trail-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 509 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 $0.00087 $0.00509
Opus 5 $0.00044 $0.00254
Sonnet 5 $0.00017 $0.00102
Haiku 4.5 $0.00009 $0.00051

Measured 9d ago against content hash c7c989859fe3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

paper-trail-search 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 9d 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.

commands/paper-trail-search.md · 47 lines

What it actually says

/paper-trail:search <query> — Search the validated registry

Étape 5 du pipeline cible : interrogation du registre validé.

Usage

/paper-trail:search beat tracking                  # par défaut, refs sota_cited_confirmed
/paper-trail:search "tempo estimation" --include-pending   # inclut page1_validated
/paper-trail:search heydari --limit 10

Ce que fait Claude

  1. Lance la recherche :

    python3 -m pipeline search "<query>" [--include-pending] [--limit N]

  2. Filtre :

    • Par défaut : refs en sota_cited_confirmed (claims audités contre PDF)
    • Avec --include-pending : ajoute page1_validated (PDF OK techniquement, claims non audités)

  3. Sortie : liste compacte

    [sota_cited_confirmed] Heydari, M.            (2021) — BeatNet: CRNN and Particle...
    heydari_2021_beatnet
[page1_validated]      Chang, Y.-C. & Su, L.  (2024) — BEAST: Online Joint Beat...
    chang_2024_beast

  4. Propose les usages :

    • Si tu écris un SOTA / paper : copier le slug et l'utiliser comme [[wikilink]]
    • Si tu veux la fiche complète d'une ref : /paper-trail:decide <slug>

Quand utiliser cette commande

  • Avant d'écrire : pour ne citer que du validé
  • Pour vérifier la couverture : « est-ce que j'ai des refs sur tel sujet ? »
  • Pour booster sota-writer : après identification des candidates, cette commande montre lesquelles sont déjà dans ton registre validé
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. 9d ago First seen · 47 lines · 87 tokens per session scan A c7c989859fe3

Subscribe to this mod's changes

paper-trail-search is a command published in the GitHub repository roomi-fields/paper-trail (5 stars, last pushed 6d ago), licensed MIT. It adds 87 tokens to every session and 509 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.

Claude CodeResearchacademic-researchagentic-workflowanti-hallucinationcitation-verificationclaude-code-plugin
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