wiki-research-loop

wiki-research-loop is a skill for Claude Code from rohitg00/pro-workflow. It costs 115 tokens per session (1,578 once invoked), scanned A, original, no licence file.

A research process that repeatedly fetches sources from the web, arXiv, and GitHub, drafts Markdown wiki pages, checks claims against existing pages, and follows related topics. It stops when configured budget or depth limits are reached.

In plain words
What is it for?
Use it to investigate a topic over multiple rounds and build a research wiki with sources, claims, and follow-up topics.
Why use it?
It helps turn scattered research sources into a growing, linked knowledge base while reducing duplicate claims and pages.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Part of the pro-workflow plugin — 41 skills, 23 commands, 8 agents, 22 hooks shipped together

Good fit Use it to investigate a topic over multiple rounds and build a research wiki with sources, claims, and follow-up topics.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rohitg00/pro-workflow/wiki-research-loop
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 rohitg00/pro-workflow --skill wiki-research-loop
Clone the repo
git clone --depth 1 https://github.com/rohitg00/pro-workflow

Made for: Claude Code.

Or install pro-workflow, the plugin that ships this one along with the rest of its 41 skills, 23 commands, 8 agents, 22 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 wiki-research-loop

README.md
[![agentmods](https://agentmods.dev/badge/skills/rohitg00/pro-workflow/wiki-research-loop/github.svg)](https://agentmods.dev/skills/rohitg00/pro-workflow/wiki-research-loop)
Your own site
<a href="https://agentmods.dev/skills/rohitg00/pro-workflow/wiki-research-loop"><img src="https://agentmods.dev/badge/skills/rohitg00/pro-workflow/wiki-research-loop/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 wiki-research-loop

Your own site · 80×15
<a href="https://agentmods.dev/skills/rohitg00/pro-workflow/wiki-research-loop"><img src="https://agentmods.dev/badge/skills/rohitg00/pro-workflow/wiki-research-loop.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 115 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,578 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 65
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
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 $0.00115 $0.01578
Opus 5.5 $0.00046 $0.00631
Sonnet 5.5 $0.00023 $0.00316
Haiku 4.5 $0.00012 $0.00158

Measured 1mo ago against content hash 52637ba5b772, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

wiki-research-loop 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.

The scan reads SKILL.md. This mod also ships 4 executable files (scripts/research-loop.js, scripts/source-fetchers/arxiv.js, scripts/source-fetchers/github.js, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/wiki-research-loop/SKILL.md · 148 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

4 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 · +2 lines 52637ba5b772
  2. 1mo ago First seen · 146 lines · 115 tokens per session scan A 129ebe2b4f01

Subscribe to this mod's changes

wiki-research-loop is a skill published in the GitHub repository rohitg00/pro-workflow (2,936 stars, last pushed 1mo ago), with no licence file. It adds 115 tokens to every session and 1,578 once invoked, about $0.0005 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.