codies-research

codies-research is a skill for Claude Code from pyros-projects/limitless. It costs 91 tokens per session (894 once invoked), scanned A, original, MIT.

A guide for doing current, source-backed research with search, web, browser, shell, file, and local repository tools. It gathers evidence, ranks sources, resolves contradictions, and answers directly.

In plain words
What is it for?
Use it to look up updates, verify facts, compare technologies or libraries, and update an existing research note with evidence and links.
Why use it?
It helps when an answer depends on recent facts, trustworthy sources, or checking whether a claim is true.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents.

Part of the limitless plugin — 10 skills shipped together

Good fit Use it to look up updates, verify facts, compare technologies or libraries, and update an existing research note with evidence and links.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pyros-projects/limitless/codies-research
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 pyros-projects/limitless --skill codies-research
Clone the repo
git clone --depth 1 https://github.com/pyros-projects/limitless

Made for: Claude Code.

Or install limitless, the plugin that ships this one along with the rest of its 10 skills.

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 codies-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/pyros-projects/limitless/codies-research.svg)](https://agentmods.dev/skills/pyros-projects/limitless/codies-research)
Your own site
<a href="https://agentmods.dev/skills/pyros-projects/limitless/codies-research"><img src="https://agentmods.dev/badge/skills/pyros-projects/limitless/codies-research.svg" alt="Measured on agentmods" height="20"></a>
Per session 91 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 894 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 $0.00091 $0.00894
Opus 5 $0.00046 $0.00447
Sonnet 5 $0.00018 $0.00179
Haiku 4.5 $0.00009 $0.00089

Measured 8d ago against content hash 1dba19cd64f6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

codies-research 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.

plugins/limitless/skills/codies-research/SKILL.md · 130 lines

How it starts

The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Codies Research

Overview

This skill turns Codie into a research operator.

It is for real research work, not planning theater:

  • gather current evidence fast
  • rank sources while collecting them
  • resolve contradictions instead of averaging them together
  • answer directly
  • then offer strong next directions for deeper research

This skill is host-native first. Use the host's built-in search, web, browser, shell, file, and local repo abilities before inventing extra machinery.

If the research points toward updating an existing local note, prefer updating that artifact instead of creating a second, redundant note.

When To Use

Use this skill when the user wants:

  • current facts or recent changes
  • source-backed research with links
  • technical/library/framework comparisons
  • verification of whether something is actually true
  • an update to an existing local research note
  • deeper follow-up branches after an initial answer

Do not use this skill for:

  • pure brainstorming with no evidence requirement
  • rewriting text the user already provided
  • coding tasks that do not need research

Default Posture

  • Do the research immediately unless ambiguity is materially risky.
  • Prefer primary and official sources when available.
  • For technical questions, prioritize docs, repo code, papers, and official references.
  • For current or unstable topics, verify with live sources.
  • Distinguish observed fact, quoted claim, inference, and uncertainty.
  • Answer first. Notes and extras come second.

Operator Loop

  1. Scope quickly. Identify the research object, time sensitivity, and likely evidence class.

  2. Acquire sources immediately. Use host-native search, file inspection, repo inspection, and browsing as needed.

  3. Grade sources while collecting. Track:

    • primary vs secondary
    • current vs stale
    • evidence vs marketing
    • direct statement vs inference
  4. Resolve contradictions. Prefer stronger evidence. If uncertainty remains, say so explicitly.

Read the full file on GitHub · 130 lines

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. 8d ago First seen · 130 lines · 91 tokens per session scan A 1dba19cd64f6

Subscribe to this mod's changes

codies-research is a skill published in the GitHub repository pyros-projects/limitless (9 stars, last pushed 25d ago), licensed MIT. It adds 91 tokens to every session and 894 once invoked, about $0.0005 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.

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