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yanji84

Pain Point Finder

by Ji Yan · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
428
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1
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Install in OpenClaw
/install pain-point-finder
Description
Discover pain points, frustrations, and unmet needs on Reddit using PullPush API. No API keys required. Use to find startup ideas backed by real user complai...
Usage Guidance
This skill appears internally consistent with its purpose. Before installing, consider: (1) it will make many network calls to api.pullpush.io (self-limited to ~300/run) so confirm you’re comfortable with that third-party service and its terms/privacy; (2) outputs include Reddit quotes which can contain personal information — review/sanitize before sharing; (3) the code is bundled and runs locally under node (no hidden installers), but if you want extra assurance, inspect the full script (the truncated portion shown is consistent with behavior described) to confirm there are no other external endpoints or file I/O. If you rely on an enterprise environment with data controls, verify that outbound requests to api.pullpush.io are acceptable.
Capability Analysis
Type: OpenClaw Skill Name: pain-point-finder Version: 1.0.0 The skill bundle is benign. The `SKILL.md` provides clear, task-oriented instructions for the AI agent to execute a local Node.js script (`scripts/pain-points.mjs`). The script itself strictly adheres to its stated purpose of discovering pain points on Reddit via the `api.pullpush.io` endpoint. It uses Node.js's built-in `https` module for network requests, implements robust rate limiting and exponential backoff, and handles input parameters safely via `URLSearchParams`, preventing injection vulnerabilities. File system access is limited to reading intermediate JSON output from previous steps or stdin, which is a legitimate part of the workflow. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts to deviate the agent from its intended function.
Capability Assessment
Purpose & Capability
Name/description (Reddit pain-point discovery via PullPush) match the code and docs: the script queries api.pullpush.io for submissions and comments and computes pain/validation metrics. Required binary (node) is appropriate and no unrelated credentials or services are requested.
Instruction Scope
SKILL.md instructs running the included node script with discover/scan/deep-dive subcommands. The runtime instructions and script only reference PullPush API calls, local JSON output, and stderr logging. There is no instruction to read unrelated local files or to exfiltrate secrets.
Install Mechanism
No install spec (instruction-only) and the bundled code is self-contained. There are no downloads from untrusted URLs or archive extraction steps. Requiring node is proportional.
Credentials
No environment variables or credentials are required. The script makes unauthenticated requests to a single third-party host (api.pullpush.io), which is appropriate for the stated design.
Persistence & Privilege
The skill is not set to always: true and does not request system-wide changes or other skills' credentials. It runs on demand and only performs network queries to PullPush.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install pain-point-finder
  3. After installation, invoke the skill by name or use /pain-point-finder
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Pain Point Finder. - Find pain points, frustrations, and unmet needs on Reddit using PullPush API—no API keys needed. - Structured 4-phase workflow: discover subreddits, scan for pain points, deep-dive on top posts, and synthesize findings. - CLI options for targeted discovery, filtering, and analysis. - Output includes agreement signals, failed solution attempts, and mapped competitive landscape. - Built-in rate limits and retry logic for stable operation.
Metadata
Slug pain-point-finder
Version 1.0.0
License
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Pain Point Finder?

Discover pain points, frustrations, and unmet needs on Reddit using PullPush API. No API keys required. Use to find startup ideas backed by real user complai... It is an AI Agent Skill for Claude Code / OpenClaw, with 428 downloads so far.

How do I install Pain Point Finder?

Run "/install pain-point-finder" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Pain Point Finder free?

Yes, Pain Point Finder is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Pain Point Finder support?

Pain Point Finder is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Pain Point Finder?

It is built and maintained by Ji Yan (@yanji84); the current version is v1.0.0.

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