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From UnifAPI
Scores Reddit threads for brand/operator reply safety based on relevance, subreddit rules, conversation intent, and outreach risk. Outputs a decision brief with recommended action.
npx claudepluginhub unifapi-agent/agents --plugin unifapiHow this skill is triggered — by the user, by Claude, or both
Slash command
/unifapi:reddit-thread-fit-checkThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Score candidate Reddit threads for whether a brand, founder, or operator should reply, cite, monitor, or avoid. The output is a decision brief, not an automated comment. A good result protects account trust and community norms as much as it finds opportunity.
Maps Reddit communities around a niche: finds subreddits, recurring questions/objections, and outreach-safe threads. Outputs a research brief from public Reddit data.
Automates Reddit engagement: finds posts via API/scripts, crafts authentic comments, posts content using Playwright browser automation, tracks karma growth.
Drafts Reddit posts tailored to a subreddit's culture and rules, with optional direct posting via Composio Reddit MCP. Follows the 90/10 rule to avoid spam.
Share bugs, ideas, or general feedback.
Score candidate Reddit threads for whether a brand, founder, or operator should reply, cite, monitor, or avoid. The output is a decision brief, not an automated comment. A good result protects account trust and community norms as much as it finds opportunity.
This is an enhanced skill: it reads public Reddit data through UnifAPI. It never posts, comments, votes, DMs, or recommends undisclosed promotion.
Start from candidate threads found by reddit-community-research, social-listening-brief, or the operator. Because the current Reddit surface has no keyword search and no per-subreddit post feed, be explicit about how candidates were sourced.
reddit/subreddits/{name} for subscribers, activity, tone, and the verbatim self-promotion/vendor rules.reddit/posts/{id} for title, body, age, score, comment count, and URL.reddit/posts/{id}/comments for what people are actually asking, recommending, objecting to, or rejecting.reddit/users/{username}/comments when a recurring voice or original poster credibility affects the decision.reddit/trending-searches and reddit/feed/popular can widen the pool, but they do not make coverage exhaustive.Keep source URLs, run dates, and billing metadata.
reddit-community-research.do not reply if the rules or tone make participation unsafe.Score each axis 1-5:
| Axis | 1 | 3 | 5 |
|---|---|---|---|
| Relevance | Tangential | Adjacent problem | Directly asks about the exact problem/category |
| Intent fit | General debate | Mixed question/discussion | Clear ask for help, recommendation, or explanation |
| Timing | Old or closed | Slowing down | Fresh and active |
| Community safety | Rules forbid vendor/self-promo | Allowed only with care | Helpful disclosed participation is accepted |
| Account-risk | Likely to be filtered or downvoted | Some skepticism | Low risk if useful and disclosed |
Opportunity = Relevance * 0.35 + IntentFit * 0.25 + Timing * 0.15 + CommunitySafety * 0.15 + AccountRisk * 0.10
Decision gates override the score:
Return a thread-fit table plus only the safe next actions:
# Reddit Thread Fit Check - {topic} ({YYYY-MM-DD})
## Recommendation
- Best thread to reply to: ...
- Threads to avoid: ...
- Main risk: ...
| Thread | Subreddit | Fit | Action | Rule evidence | Why |
| ----------------------- | --------- | --- | ----------- | -------------------------------------- | --------------------------------------------------- |
| "Which tool handles X?" | r/example | 4.2 | Reply draft | Rule 3 allows disclosed vendor replies | Direct recommendation request, fresh, low hostility |
## Reply-Angle Briefs
### Thread: {title}
- Answer-first angle: ...
- Disclosure needed: ...
- What not to say: ...
- Evidence to cite: ...
## Coverage
- Candidate source: user-provided | prior brief | bounded discovery
- Subreddits checked: ...
- Reddit coverage limits: no keyword search; not an exhaustive sweep
- UnifAPI cost: ...