Claude Reddit Research Skill: A Source-Checking Template

A Claude Reddit research skill is a saved instruction set that brings structure to using Reddit as a research source. Reddit threads contain a mix of useful observations, strong opinions, edge cases and outliers. Without a framework for distinguishing those, a session can mistake a handful of upvoted comments for representative evidence. Tools like fenbs retain the approved research method and the links to the specific threads you reviewed, so the next person can check your sources rather than having to find them again.

Reddit is useful for research because it surfaces the language real people use about a problem, the edge cases that do not appear in official documentation, and the workarounds that circulate in communities. It is not useful as a primary source for factual claims, prevalence estimates or representative opinions. The skill below helps you capture what Reddit is actually good for while avoiding the common error of treating anecdotes as data.

What Reddit research is and is not good for

Reddit research is useful for: understanding the language a community uses to describe a problem, finding edge cases and failure modes that users have encountered, identifying questions that come up repeatedly in a topic area, and getting a first-person account of how something feels to use. These are qualitative inputs, not statistical ones.

Reddit research is not useful for: establishing what percentage of users experience a problem, confirming that a product feature works as described, or verifying a factual claim about a company or technology. For those purposes, you need primary sources: the vendor's own documentation, official surveys or peer-reviewed research. See the fenbs blog topic on AI prompts for related guides on research method.

The Reddit research skill template

Use this skill when you share Reddit thread content with Claude for analysis. Paste the thread text or a summary of the relevant comments after activating the skill. The skill applies a consistent framework to separate what you can reasonably conclude from what requires further verification.

I will share content from one or more Reddit threads. Apply the following framework to analyze it.

1. Identify recurring themes: what topics, problems or opinions come up in multiple independent comments? List each theme with a short label and a count of how many distinct commenters mentioned it.

2. Separate anecdotes from patterns: flag individual stories or examples as anecdotes. A theme becomes a pattern only when it appears in multiple independent comments from users who do not seem to be responding to each other.

3. Note the context: which subreddit, what type of post (question, complaint, recommendation), approximate date and apparent community size. These affect how broadly the themes apply.

4. Identify claims that need verification: any factual claim about a product, feature, company or statistic in the comments. List these separately. They require a primary source before they can be relied on.

5. Summarize what the threads tell you and what they do not. Do not infer a statistic, a causal relationship or a product conclusion from Reddit data alone.

Paste the thread content as plain text. You do not need to include every comment: focus on the ones that contain substantive observations rather than reactions. For long threads, include the top-level comments and any replies that add new information.

A skill for validating a specific claim from Reddit

When a Reddit comment contains a claim you want to verify before using it in your work, use this companion skill.

I will share a claim from a Reddit comment. Help me evaluate whether it is verifiable and how to check it.

1. Identify the specific claim: what is being asserted, about what, and with what level of certainty?
2. Classify the claim type: is it a personal experience, a product fact, a statistic, a policy or legal claim, or an opinion presented as fact?
3. For verifiable claims, identify the primary source that would confirm or refute it: the vendor's documentation, an official announcement, a government source or a published study.
4. Flag claims that cannot be verified from a primary source. These can be noted as community observations but should not be cited as facts.

Use this skill when you find a specific piece of information in a Reddit thread that you want to include in a deliverable. Verify the claim against the primary source before using it, and link to the primary source rather than the Reddit comment in any final output.

Recording what you found and where

After a Reddit research session, keep a record of the threads you reviewed and what you took from them. A link to the specific thread, the date you reviewed it, and the key themes or claims you noted is enough. Reddit threads can be edited, deleted or archived, so recording what you found at the time you found it protects the integrity of your research.

Separate the themes you observed from the conclusions you drew. "Five users in r/ProductDesign mentioned that the export function loses formatting" is an observation. "The export function is broken" is a conclusion that requires verification beyond Reddit. Keeping those distinct in your notes makes the research more useful and honest.

Note the subreddit context when you record your findings. A theme that surfaces in a beginner community may mean something different from the same theme in a community of experienced practitioners. A complaint about complexity in r/learnprogramming and in r/programming reflects different user populations. The context does not invalidate the observation, but it affects how broadly you can apply it.

When a theme appears across multiple independent subreddits, it becomes more significant than when it appears in a single community. A usability frustration that surfaces in both r/productivity and r/MachineLearning and r/webdev is more likely to be a genuine cross-audience problem than one that only appears in one community. The skill's instruction to count distinct commenters is the start of that evaluation; comparing across communities completes it.

How to do this with fenbs

1. Create a free account and add a project for your research work.
2. Save the Reddit research skill in fenbs Skills and prompts so any connected assistant can apply the same framework.
3. After each research session, add the specific thread URLs to fenbs Links and listings with the date reviewed, the subreddit and the key themes found.
4. Record any verified claims as context notes or task annotations. Link to the primary source, not the Reddit comment.
5. If the team agrees on a standard for when Reddit evidence is acceptable in a deliverable, record that in Decisions and rules.

When Reddit research is not useful

Avoid Reddit as a source when you need statistical data, regulatory or legal guidance, or confirmation of technical specifications. For those, go directly to official documentation, government sources or peer-reviewed research. Reddit can tell you that people are confused about a regulation; it cannot tell you what the regulation actually says. See claude research paper writing skill for a research skill designed for academic and formal sources.