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aggregated-research

aggregated-research is a skill for Claude Code from ray-manaloto/claude-code-marketplace. It costs 121 tokens per session (3,047 once invoked), scanned A, original, no licence file.

A multi-source research process for answering questions that require information outside the current code repository.

In plain words
What is it for?
Investigating upstream bugs, comparing how other projects handle an issue, and checking research results across sources.
Why use it?
It checks competing explanations and validates negative findings before treating them as evidence, reducing the risk of conclusions based on missing data.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the aggregated-research plugin — 1 skill, 1 hook shipped together

not rated 1repo 3d ago A scan 121 tokens no licence

Good fit Investigating upstream bugs, comparing how other projects handle an issue, and checking research results across sources.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ray-manaloto/claude-code-marketplace/aggregated-research
View source ↗ ray-manaloto/claude-code-marketplace
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 ray-manaloto/claude-code-marketplace --skill aggregated-research
Clone the repo
git clone --depth 1 https://github.com/ray-manaloto/claude-code-marketplace

Made for: Claude Code.

Or install aggregated-research, the plugin that ships this one along with the rest of its 1 skill, 1 hook.

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 aggregated-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/ray-manaloto/claude-code-marketplace/aggregated-research/github.svg)](https://agentmods.dev/skills/ray-manaloto/claude-code-marketplace/aggregated-research)
Your own site
<a href="https://agentmods.dev/skills/ray-manaloto/claude-code-marketplace/aggregated-research"><img src="https://agentmods.dev/badge/skills/ray-manaloto/claude-code-marketplace/aggregated-research/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 aggregated-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/ray-manaloto/claude-code-marketplace/aggregated-research"><img src="https://agentmods.dev/badge/skills/ray-manaloto/claude-code-marketplace/aggregated-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 121 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,047 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00121 $0.03047
Opus 5.5 $0.00048 $0.01219
Sonnet 5.5 $0.00024 $0.00609
Haiku 4.5 $0.00012 $0.00305

Measured 2mo ago against content hash 3734b3544adb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

aggregated-research scanned grade A with 1 finding 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 2mo 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

| package metadata — versions, publish dates, advisories, licences | `curl https://api.deps.dev/v3/systems/pypi/packages/<name>` | **keyless, nothing to install** |
plugins/aggregated-research/skills/aggregated-research/SKILL.md · 241 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

1 file 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. 2mo ago First seen · 241 lines · 121 tokens per session scan A 3734b3544adb

Subscribe to this mod's changes

aggregated-research is a skill published in the GitHub repository ray-manaloto/claude-code-marketplace (1 stars, last pushed 3d ago), with no licence file. It adds 121 tokens to every session and 3,047 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Claude CodeCode reviewDebuggingDevOps and cloudResearchasdfclaude-code-marketplaceclaude-code-plugindeveloper-tools
Related

aggregated-research compared with skills from other repositories

aggregated-research next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
aggregated-researchray-manaloto/claude-code-marketplaceSkill13d agononeA121Claude Code
roslyn-queryNikiforovAll/claude-code-rulesSkill1424d agoApache-2.0A44Claude Code
mobile-flows-maestrojohnkozaris/jko-claude-pluginsSkill11yesterdayMITA102Claude Code
esp32-expertjohnkozaris/jko-claude-pluginsSkill11yesterdayMITA137Claude Code
bug-finderPrabhdeepSingh/claude-pluginsSkill410d agoMITA94Claude Code
analyze-github-issueTNT-Likely/honeycombSkill329d agoMITA166Claude Code
analysis-issuesQualimetry/claude-code-qualimetry-ai-appSkill12mo agoApache-2.0A63Claude Code