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linfangw

X Founder Operations

by Linfang Wang · GitHub ↗ · v0.1.0
cross-platform ⚠ suspicious
445
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2
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1
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1
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Install in OpenClaw
/install x-founder-operations
Description
Systematic X (Twitter) operations skill for founders, indie developers, and tech professionals. Implements a daily Plan-Do-Check-Act closed loop with content...
Usage Guidance
Before installing or running this skill, do the following: 1) Inspect the Python scripts (scripts/*.py) yourself or have a developer review them for network calls (requests/httpx/urllib), subprocess exec, and any hardcoded endpoints. Look for code that reads files outside the skill folder or attempts to POST data to non-X domains. 2) Search the code for where X API keys or tokens would be read. If the scripts expect tokens, confirm whether they read them from a config file, environment variables, or prompt the user. The skill currently declares no required credentials — ask the author to document authentication flow. 3) If you need to provide credentials, use a least-privileged X API token and avoid pasting full-account credentials into unclear files. Consider using short-lived tokens and revoke them after testing. 4) Run the scripts in an isolated environment (container or VM) with network monitoring turned on. Test with a throwaway X account first to observe behavior (does it post, DM, or only read?). 5) Confirm all external endpoints are legitimate (api.x.com or other documented X endpoints). Reject or inspect any traffic to unfamiliar domains or personal servers. 6) Prefer a version of the skill where the author documents required dependencies, exact credential names, and a minimal set of scopes needed. If the author cannot provide clear provenance and a README mapping actions → required tokens, treat the skill as risky. What would change this assessment: if the author publishes the script source with clear comments showing only local, read-only analysis (no network calls) or documents an explicit, minimal OAuth flow with which the scripts run only when you intentionally supply a token and the skill does not transmit data to third-party endpoints, then the mismatch concerns would be resolved and the skill could be reevaluated as coherent.
Capability Analysis
Type: OpenClaw Skill Name: x-founder-operations Version: 0.1.0 The OpenClaw AgentSkills skill bundle is benign. All Python scripts (`analytics_reporter.py`, `content_planner.py`, `x_data_validator.py`) perform data processing and analysis without any file system writes, network calls, or system command execution. The `SKILL.md` and other markdown documentation (e.g., `references/cron-schedule.md`) contain explicit instructions for the AI agent to prioritize data integrity, avoid fabrication, and stop on API failures, which actively mitigates prompt injection risks rather than exploiting them. There is no evidence of data exfiltration, persistence mechanisms, or any other malicious intent.
Capability Assessment
Purpose & Capability
The SKILL.md describes automated tasks that fetch mentions, DMs, trending topics, post reminders, and collect analytics — all actions that typically require authenticated access to X APIs or scraping. Yet the registry metadata lists no required environment variables, no primary credential, and no config paths for API tokens. The presence of three substantial Python scripts strongly implies programmatic access; the lack of declared credentials is an incoherence.
Instruction Scope
Instructions include 'automated actions' (Morning Scan, collect metrics, check DMs, fetch trending topics) and reference the validation script. They imply network access and reading account-specific data. SKILL.md instructs copying and editing local config files (profile/goals/watchlist) but gives no explicit instructions on where API keys should go or how to authenticate. If the agent or the scripts run, they could access sensitive account data; the runtime instructions are incomplete about credential handling and execution scope.
Install Mechanism
No install spec is provided (lowest formal install risk), but the skill bundle includes non-trivial Python scripts (analytics_reporter.py, content_planner.py, x_data_validator.py). That combination is unusual: instruction-only metadata but with executable code present. Because there's no declared install or sandboxing, it's unclear how/when those scripts will be executed and what dependencies or network calls they perform — you should inspect them before running.
Credentials
The SKILL.md expects access to X account data (mentions, DMs, analytics) yet requires zero environment variables and lists no API credentials. Useful operation would normally require API tokens, OAuth credentials, or at least guidance to provide them in config. This mismatch is disproportionate and may hide where credentials must be supplied or how they're used.
Persistence & Privilege
The skill does not request always:true and does not declare system-wide config changes. Model invocation is allowed by default (normal). There are no declared persistent privileges or modifications to other skills in the metadata.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install x-founder-operations
  3. After installation, invoke the skill by name or use /x-founder-operations
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
x-founder-operations v0.1.0 - Initial release of a comprehensive X (Twitter) operations skill for founders, indie developers, and tech professionals. - Implements a systematic Plan-Do-Check-Act workflow with a structured content strategy using a detailed five-pillar framework. - Provides tools for persona development, competitor analysis, community engagement, and product promotion. - Emphasizes data integrity: never fabricates data, strictly validates all input, and halts on API failures. - Includes actionable templates, step-by-step daily/weekly/monthly operations loops, and supporting references for optimizing and growing an X account.
Metadata
Slug x-founder-operations
Version 0.1.0
License
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is X Founder Operations?

Systematic X (Twitter) operations skill for founders, indie developers, and tech professionals. Implements a daily Plan-Do-Check-Act closed loop with content... It is an AI Agent Skill for Claude Code / OpenClaw, with 445 downloads so far.

How do I install X Founder Operations?

Run "/install x-founder-operations" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is X Founder Operations free?

Yes, X Founder Operations is completely free (open-source). You can download, install and use it at no cost.

Which platforms does X Founder Operations support?

X Founder Operations is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created X Founder Operations?

It is built and maintained by Linfang Wang (@linfangw); the current version is v0.1.0.

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