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X Growth Operator / X 增长运营助手
by
Jiaming Wang
· GitHub ↗
· v1.0.4
· MIT-0
417
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5
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Install in OpenClaw
/install x-growth-operator
Description
Plan and execute mission-driven X growth operations / 任务驱动的 X 增长运营规划与执行。Use when the user wants to monitor KOL posts, detect emerging discussions, turn brief...
Usage Guidance
This skill is internally consistent with its X-growth purpose, but it will accept and use your X OAuth credentials and can perform live posts when you run it in x-api mode and supply explicit approval. If you plan to install/run it: (1) review scripts/x_oauth_cli.js (and other Node scripts) to confirm they call only official X endpoints you expect; (2) keep credentials in a secure, limited-permission environment (scripts/.env) and do not expose them publicly; (3) be aware 'npm install' will pull dependencies from the registry—run in an isolated or monitored environment if you require extra assurance; (4) the skill documents and enforces a review-first workflow, but always check proposed actions before approving live execution. If you want higher assurance, ask the author for an integrity-signed release or run the tool in an isolated container/VM.
Capability Analysis
Type: OpenClaw Skill
Name: x-growth-operator
Version: 1.0.4
The x-growth-operator skill bundle is a comprehensive tool for managing X (Twitter) account growth through a review-first workflow. It includes modules for parsing user briefs into missions (core/mission.py), scoring opportunities (core/scoring.py), and executing authenticated actions via a Node.js OAuth CLI (scripts/x_oauth_cli.js). The bundle also features a local Python-based dashboard (app/server.py) for manual oversight. While the skill requires sensitive X API credentials and performs network requests to api.twitter.com and api.desearch.ai, these behaviors are transparently documented and necessary for the stated functionality. No evidence of malicious intent, such as secret exfiltration, unauthorized execution, or prompt injection attacks, was found.
Capability Assessment
Purpose & Capability
Name/description (X growth operations) align with required items: python3 + node/npm are needed for the provided Python workflows and the Node-based X CLI; the four X OAuth env vars are exactly what a client calling X API would require. Required config path (scripts/.env) is a reasonable place to store credentials for a CLI workflow.
Instruction Scope
SKILL.md explicitly documents the CLI steps the agent will run (Python scripts and npm-installed Node CLI), the local paths used (data/, scripts/.env), and network targets (api.twitter.com, api.x.com, optional Desearch). The instructions do not direct the agent to read unrelated system files or exfiltrate data to unknown external endpoints; the flow is review-first and requires explicit approval for live posting.
Install Mechanism
Install step is a local 'cd scripts && npm install' pulling standard Node packages (commander, dotenv, proxy agents). There are no arbitrary URL downloads, archive extraction, or unusual install locations in the manifest.
Credentials
Declared env vars are the four X OAuth credentials (X_API_KEY, X_API_SECRET, X_ACCESS_TOKEN, X_ACCESS_TOKEN_SECRET) and an optional DESEARCH_API_KEY for live search—these are proportionate and expected for the stated features. The skill uses a local scripts/.env file for configuration, which is consistent with the instructions.
Persistence & Privilege
The skill does not request 'always: true' and is user-invocable. It writes state to its own data/ directory and scripts/.env and does not appear to modify other skills or system-wide agent settings. The dashboard binds to 127.0.0.1 and is local.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install x-growth-operator - After installation, invoke the skill by name or use
/x-growth-operator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.4
v1.0.4: Aligned metadata with runtime requirements, added OpenClaw frontmatter requires/install declarations, and standardized DESEARCH_API_KEY as optional across metadata and docs.
v1.0.3
- Added explicit version metadata (1.0.3) and OpenClaw-specific requirements (environment variables, required binaries, and install steps) to SKILL.md.
- Declared required Node.js dependencies (commander, dotenv, https-proxy-agent, socks-proxy-agent) for real execution.
- Specified needed environment and config files in the metadata for improved execution clarity.
- No changes to workflow, features, or core logic.
v1.0.2
x-growth-operator 1.0.2
- No file changes detected in this version.
- Functionality and behavior remain unchanged from the previous release.
v1.0.1
x-growth-operator 1.0.1
- Initial release with modular Python skill files and example workflows for mission-driven X growth.
- Added review-first pipeline: parse briefs, score X opportunities, propose & execute actions with audit log.
- New docs and examples for freeform and structured briefs, local and live X data sources.
- Enhanced Security & Runtime section: explicit environment requirements, execution preflight, and network targets.
- Improved workflow rules: preflight for replies/quotes, permission-check logic, mission-driven topic/audience inference.
- Added localized and freeform brief support; clarified mission parsing, execution, and feedback loop.
v1.0.0
Initial release of X Growth Operator.
Includes:
- mission ingestion from briefs
- live X opportunity import via Desearch
- opportunity scoring and action planning
- action drafting for post, reply, and quote post
- official X OAuth execution for approved actions
- local execution log and memory loop
Metadata
Frequently Asked Questions
What is X Growth Operator / X 增长运营助手?
Plan and execute mission-driven X growth operations / 任务驱动的 X 增长运营规划与执行。Use when the user wants to monitor KOL posts, detect emerging discussions, turn brief... It is an AI Agent Skill for Claude Code / OpenClaw, with 417 downloads so far.
How do I install X Growth Operator / X 增长运营助手?
Run "/install x-growth-operator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is X Growth Operator / X 增长运营助手 free?
Yes, X Growth Operator / X 增长运营助手 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does X Growth Operator / X 增长运营助手 support?
X Growth Operator / X 增长运营助手 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created X Growth Operator / X 增长运营助手?
It is built and maintained by Jiaming Wang (@jimmywangjimmy); the current version is v1.0.4.
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