Skills / Data & Science

reddit-research

Search discussions, track communities, analyze posts, and discover trends on Reddit through SandBase. Use when asked for Reddit research, community analysis, trending topics, discussion monitoring, content discovery, or audience insight beyond customer-focused research.

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SKILL.md
# Reddit Research

General-purpose Reddit research and community intelligence through SandBase. Search across all of Reddit, monitor subreddits, analyze discussions, and discover trending content. Read [the API map](references/sandbase-api-map.md) before selecting a capability.

## Call SandBase capabilities

Use the capability identifiers below as discovery hints, not MCP tool names. Find the matching endpoint with `sandbase_discover(q: "<provider and capability>")`; use its returned `name` in `sandbase_inspect(name: "<returned name>")`. Read `inputSchema`, pricing, and `execute_as`, then call `sandbase_run` using `execute_as.arguments.name` and schema-defined `arguments`. If a `run_id` is returned, poll `sandbase_run_get(run_id: "<returned run_id>")` within the task budget until `completed` or `failed`; report pending or failed runs without resubmitting them automatically.

## Operating principles

- Read-only research. Never post, vote, comment, or message.
- Treat Reddit as qualitative community signal, not representative polling.
- Preserve provenance: post URLs, subreddit, score, date, comment count.
- Search across multiple subreddits to avoid single-community bias.

## Workflow

### 1. Discover and search

Use `reddit_app_dynamic_search` for keyword search across all of Reddit.
Use `reddit_app_search_typeahead` for community and topic discovery.
Use `reddit_app_explore_feed` for trending/recommended content.

### 2. Monitor communities

Use `reddit_app_subreddit_feed` for latest posts in a community.
Use `reddit_app_subreddit_info` for community details and rules.
Use `reddit_app_popular_feed` for site-wide popular content.
Use `reddit_app_news_feed` for news-focused content.

### 3. Analyze discussions

Use `reddit_app_post_details` for full post content and metadata.
Use `reddit_app_post_comments` for comment threads.
Use `reddit_app_comment_replies` for nested reply analysis.
Use `reddit_app_post_details_batch` for batch post analysis.

### 4. Specialized feeds

Use `reddit_app_home_feed` for personalized trending.
Use `reddit_app_games_feed` for gaming-related trends.
Use `reddit_app_community_highlights` for community-curated content.
Use `reddit_app_topic_feed` for topic-based feeds.

## Output

Return: search results, community analysis, trending topics, discussion sentiment, engagement patterns, and content themes.

## Example tasks

- "What's trending on Reddit right now across tech subreddits?"
- "Search Reddit for discussions about [topic/product] in the last week."
- "Analyze r/[subreddit] — what are the most common discussion themes?"
- "Find the most upvoted posts about [topic] in the last month."
- "What are people on Reddit saying about [company/product launch]?"

Shown under the source repo’s Apache-2.0 license. Read the full folder on GitHub.