OpenClaw Daily Reddit Digest: Track Subreddit Signal Without Endless Scrolling
Summarize a curated digest of your favorite subreddits based on your preferences.
0) TL;DR (3-minute launch)
- Following multiple subreddits usually means repetitive scrolling, inconsistent quality, and missed signal.
- Workflow in short: Daily trigger (e.g.
- Start fast: Install the reddit-readonly skill and validate one subreddit query first (no auth required).
- Guardrail: Keep the workflow strictly read-only for Reddit actions unless you explicitly approve otherwise.
1) What problem this solves
Following multiple subreddits usually means repetitive scrolling, inconsistent quality, and missed signal. This workflow runs a scheduled, read-only scan of your target subreddits and returns a filtered digest based on your own preference rules (for example: no memes, prioritize actionable posts), so you review a shortlist instead of the full firehose.
2) Who this is for
- Operators responsible for social monitoring decisions
- Builders who need repeatable curation workflows
- Teams that want automation with explicit human checkpoints
3) Workflow map
Daily trigger (e.g. 17:00 local)
-> read-only pull from selected subreddits (hot/new/top)
-> rank posts against saved preference rules
-> pull key comment context for top items
-> deliver digest with why-it-matters notes + links
-> collect your feedback and update curation memory4) MVP setup
- Install the
reddit-readonlyskill and validate one subreddit query first (no auth required) - Start with 3-5 subreddits and one digest format (for example: top 5 posts + 1-line rationale)
- Create a dedicated memory for curation rules (include/exclude topics, tone, banned formats)
- Schedule one daily run to your delivery channel (Telegram/Discord/email bridge)
- Review weekly feedback and tighten rules instead of adding more subreddits too early
5) Prompt template
You are my daily Reddit digest operator. Subreddits: r/[A], r/[B], r/[C]. Run time: every day at 17:00. Rules: - Read-only mode only (no posting/voting/commenting). - Prioritize posts I can act on in 10 minutes. - Exclude: memes, reposts, low-context ragebait. Output: 1) Top 5 posts with subreddit, score signal, and link 2) One-line "why this matters" per post 3) 1-2 comment insights if comments add useful context 4) Ask me "keep or skip" so you can update preference memory.
6) Cost and payoff
Cost
Primary costs are model calls, integration maintenance, and periodic prompt tuning.
Payoff
Faster execution cycles, fewer context switches, and clearer decision quality over time.
Scale
Add role-specific subagents, stronger evaluation metrics, and staged automation permissions.
7) Risk boundaries
- Keep the workflow strictly read-only for Reddit actions unless you explicitly approve otherwise
- Use allowlists for subreddits and optionally block NSFW/sensitive communities by default
- Require post URLs and subreddit names in every digest item for auditability
- If confidence is low, mark as "manual review" instead of asserting strong conclusions
8) Implementation checklist
- Define one measurable success KPI before going live
- Run in shadow mode for 3-7 days before full automation
- Add explicit human-override for sensitive operations
- Log every automated action for weekly review
- Document fallback and rollback steps
9) FAQ
How soon can this use case show results?
Most teams see initial value in the first 1-2 weeks if they start with a narrow scope and clear metrics.
What should be automated first?
Start with repetitive, low-risk tasks. Keep high-impact or ambiguous decisions behind human approval.
How do I avoid quality regressions over time?
Review logs weekly, sample outputs, and tune prompts/rules continuously as data and workflows evolve.