Works with the AI tools you already use
Research-to-Report
Decision-grade web research: tiered sources, real citations, honest limitations. No API keys.
Free
See it in action
You say
Research the current state of AWS Lambda vs Google Cloud Functions in 2024, specifically focusing on cold start times and newest runtime support. Give me a comparison report.
Your agent does
AWS Lambda vs GCP Functions (2024)
Prepared: 2024-05-20 · Sources: 12 (T1: 8, T2: 4)
TL;DR
- AWS supports Node 20.x/Python 3.12 [1].
- GCP cold starts 15% slower for Java [4][9].
Sources
[1] AWS Runtimes - Official (T1, 2024-04-12) - aws.amazon.com/lambda/runtimes/
About this skill
Stop getting confident-sounding answers you can't verify.
Ask Claude to "research something" and you get a fluent summary — with no way to tell which claims came from a real source, which numbers are stale training data, and which are made up. For a business decision, that's a problem.
Research-to-Report replaces vibes with a pipeline. Every run follows the same auditable process: scope the question into sub-questions; search from multiple angles so the report isn't hostage to one SEO bubble; grade every source T1 (primary/official) to T4 (promotional junk), with money-related numbers requiring T1/T2 evidence; report contradictions instead of averaging them; and produce a report with a TL;DR of conclusions, [n] citations throughout, a mandatory Contradictions section, a mandatory Limitations section, and a numbered source list with tiers, dates, and access dates.
Four built-in report templates: landscape scan, comparison/recommendation, literature brief, status report. The skill picks the right one for your question.
Who it's for: consultants, indie hackers validating markets, PMs writing option memos, anyone who has to defend their research to someone else.
Honest limits: it reads the public web — it won't access paywalled databases, and it can't make a thin evidence base thick (it will tell you when evidence is thin — that's the point).
No API keys — works with plain Claude Code (WebSearch/WebFetch).
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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