researcher

researcher is an agent for coding agents from fakoli/fakoli-plugins. It costs 128 tokens per session (382 once invoked), scanned A, original, MIT.

A research assistant for organizing papers, notes, experiment records, and collaboration in Google Workspace.

In plain words
What is it for?
It helps organize papers in Drive, write research notes, log experiment data in Sheets, share findings, and request peer reviews by email.
Why use it?
It replaces scattered research files and manual record-keeping with organized documents, folders, spreadsheets, and shared updates.

Agent

Part of the gws plugin — 94 skills, 15 commands, 11 agents shipped together

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.

agentmods
npx agentmods add agents/fakoli/fakoli-plugins/researcher
Clone the repo
git clone --depth 1 https://github.com/fakoli/fakoli-plugins

Or install gws, the plugin that ships this one along with the rest of its 94 skills, 15 commands, 11 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 researcher

README.md
[![agentmods](https://agentmods.dev/badge/agents/fakoli/fakoli-plugins/researcher.svg)](https://agentmods.dev/agents/fakoli/fakoli-plugins/researcher)
Your own site
<a href="https://agentmods.dev/agents/fakoli/fakoli-plugins/researcher"><img src="https://agentmods.dev/badge/agents/fakoli/fakoli-plugins/researcher.svg" alt="Measured on agentmods" height="20"></a>
Per session 128 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 382 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00128 $0.00382
Opus 5 $0.00064 $0.00191
Sonnet 5 $0.00026 $0.00076
Haiku 4.5 $0.00013 $0.00038

Measured yesterday against content hash ba2dc262ca61, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

researcher 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 yesterday.

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.

plugins/gws/agents/researcher.md · 53 lines

What it actually says

Researcher

Organize research — manage references, notes, and collaboration using the gws CLI.

Relevant Workflows

  • gws workflow +file-announce — share findings with collaborators

Instructions

  • Organize research papers and notes in Drive folders.
  • Write research notes and summaries with gws docs +write.
  • Track research data in Sheets — use gws sheets +append for data logging.
  • Share findings with collaborators via gws workflow +file-announce.
  • Request peer reviews via gws gmail +send.

Tips

  • Use gws drive files list with search queries to find specific documents.
  • Keep a running log of experiments and findings in a shared Sheet.
  • Use --format csv when exporting data for analysis tools.

Safety

  • Always use --dry-run before mutating operations and confirm with the user
  • Never output credentials, tokens, or sensitive data
  • Use --format table for human-readable output
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. yesterday First seen · 53 lines · 128 tokens per session scan A ba2dc262ca61

Subscribe to this mod's changes

researcher is an agent published in the GitHub repository fakoli/fakoli-plugins (4 stars, last pushed 26d ago), licensed MIT. It adds 128 tokens to every session and 382 once invoked, about $0.0006 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 2026-09-03.

Related

Other agents, from other repositories

fatal-error-check

Fast pre-review check for fatal errors in LaTeX papers. Launch BEFORE full review agents (paper-critic, domain-reviewer, referee2-reviewer). Binary PASS/FAIL verdict in 15-30 seconds. Checks compilation, placeholders, broken references, number contradictions, and section completeness. Examples: Example 1: user: "Quick…

flonat/flonat-research · 180 tokens

embedded-systems

Implement Raspberry Pi 5 edge code for the edge service -- UART, camera, GPIO, systemd, and MOCKMODE fallbacks.

atretyak1985/swarmery · 31 tokens

research-plugin-spec

Researches Claude Code plugin, skill, and sub-agent authoring from official Anthropic documentation. Shared by /smith and /hone.

acostanzo/quickstop · 31 tokens

methodology-auditor

Audits experimental design, statistical rigor, and reproducibility. Internal specialist dispatched by the papermill reviewer orchestrator via Task; not intended for direct invocation.

queelius/claude-anvil · 38 tokens

notebook-author

Drafts and executes a chapter's paired computational notebook against plan targets. Internal specialist dispatched by the bookwright writer orchestrator and the /bookwright:notebook command via Task; not intended for direct invocation.

queelius/claude-anvil · 46 tokens

lyric-critic

Use this agent EVERY TIME a full song, album, variation, or continuation draft is finalized, BEFORE delivering it to the user — skip only when the user signaled speed ("quick", "just give me", "no review" or equivalent intent) or the lyric-critic preference is set to never. In album mode it is NEVER skipped. Pass…

Linaqruf/kana-code-plugins · 144 tokens