An automated workflow that monitors subreddits for product complaints and identifies actionable fixes to generate pull requests based on real user feedback.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install reddit-to-pr
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install reddit-to-pr using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Reddit to PR?
Reddit to PR is a specialized tool within the Openclaw Skills ecosystem designed to transform social sentiment into software improvements. By monitoring specific subreddits, the skill identifies recurring pain points, bugs, and feature requests that actual users are discussing. It goes beyond simple monitoring by analyzing the technical feasibility of a fix and preparing the necessary code changes within your local repository.
This skill is built with strict safety guardrails, ensuring that no code is modified and no branches are created without explicit user approval. It provides a data-driven approach to product development by linking every proposed pull request to direct evidence, such as user quotes and upvote counts, helping teams prioritize fixes that provide the most value to their community.
Reddit to PR Use Cases
- Proactively identifying performance bottlenecks or bugs reported by users in community forums.
- Automating the research phase of product maintenance by sourcing context from Reddit threads.
- Creating a direct feedback loop between user-facing communities and the development pipeline.
- Managing recurring product-feedback-to-code workflows for open-source or commercial projects.
How Reddit to PR Works
- Scans targeted subreddits using keyword-based search patterns to find recent user complaints and discussions.
- Analyzes and scores findings based on frequency, severity, and the practical fixability of the issue.
- Presents a detailed proposal to the user, including the root cause, the direct Reddit quote, and the intended fix.
- Requests explicit authorization before switching from analysis mode to execution mode.
- Creates a dedicated git branch and implements the smallest viable code fix within the configured repository.
- Generates a comprehensive Pull Request or Slack notification complete with evidence and a test plan.
Reddit to PR Setup
To initialize the skill, trigger the setup mode to configure your product context and repository path. For recurring feedback loops, you can integrate this with Openclaw Skills scheduling features using a cron command:
openclaw cron add \
--name "reddit-to-pr" \
--cron "0 2 * * *" \
--tz "UTC" \
--session isolated \
--message "Run the reddit-to-pr skill."
Reddit to PR Data Schema & Taxonomy
The skill manages its operation through a structured configuration and state tracking system:
| Component | Details |
|---|---|
| config.json | Stores subreddits, keywords, repository path, and preferred execution mode. |
| state/last-run.json | Records metadata about the last execution, including confidence ratings and success metrics. |
| PR Template | Structured markdown output containing user quotes, upvotes, and root cause analysis. |
Reddit to PR Advanced Features
- Multi-mode execution supporting analysis-only, local patching, or full pull request automation.
- Intelligent scoring algorithm that prioritizes fixes based on community impact and technical difficulty.
- Seamless Slack integration for notifying teams when high-signal complaints are discovered.
- Automated branch naming and commit messaging that includes social proof and source attribution.
- Safety-first workflow requiring explicit manual checkpoints before any write operations occur.
SKILL.md
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