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Install in OpenClaw
/install tweet-composer
Description
Score and optimize tweets based on X's real open-source ranking algorithm. Analyzes draft tweets against the actual ranking code — not generic tips. Use when...
Usage Guidance
This skill is instruction-only and self-contained: it reads the included rules document and returns a score/suggestions without asking for credentials or installing code. That makes it low-risk from a security perspective. Two practical notes before installing: (1) The scoring is the author's interpretation of the open-source algorithm (weights were reportedly redacted), so treat scores as heuristic recommendations rather than exact reproduction of X's ranking. (2) Ensure your agent does not have other skills or connectors that would automatically post to X on its behalf — the Tweet Composer itself doesn't post, but an agent with outbound posting permissions could use its suggestions to publish content. If you care about provenance, prefer skills with a known source/homepage; absence of a public repo or homepage is not a security problem by itself but reduces transparency.
Capability Analysis
Type: OpenClaw Skill
Name: tweet-composer
Version: 1.0.0
The OpenClaw skill 'tweet-composer' is benign. All files, including SKILL.md and references/algorithm-rules.md, contain instructions and content strictly aligned with the stated purpose of scoring and optimizing tweets. There are no instructions for the AI agent to perform unauthorized actions, access sensitive data, execute external commands, make suspicious network calls, or engage in any form of data exfiltration or persistence. The markdown files, treated as potential prompt injection surfaces, contain only descriptive information and operational guidance for the skill's core function.
Capability Assessment
Purpose & Capability
The skill's name/description (score and optimize tweets using X's ranking rules) matches what it includes: an embedded references/algorithm-rules.md and guidance for scoring. It does not request unrelated credentials, binaries, or system access.
Instruction Scope
Runtime instructions are limited and explicit: read the included references/algorithm-rules.md, evaluate a draft against the rules, and produce a scorecard. The instructions do not ask the agent to read arbitrary system files, access environment variables, or transmit data to external endpoints.
Install Mechanism
No install spec or code is provided; the skill is instruction-only and ships documentation files. There are no download URLs or extract steps that would write or execute remote code.
Credentials
The skill requires no environment variables, credentials, or config paths. The documentation references X's open-source algorithm but provides the derived rules locally rather than asking for API keys.
Persistence & Privilege
always:false and no install/actions that modify agent or system config. The skill does not request persistent presence or elevated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install tweet-composer - After installation, invoke the skill by name or use
/tweet-composer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: score and optimize tweets based on X's real open-source ranking algorithm. 19-action scoring engine, author diversity analysis, thread optimization.
Metadata
Frequently Asked Questions
What is Tweet Composer?
Score and optimize tweets based on X's real open-source ranking algorithm. Analyzes draft tweets against the actual ranking code — not generic tips. Use when... It is an AI Agent Skill for Claude Code / OpenClaw, with 854 downloads so far.
How do I install Tweet Composer?
Run "/install tweet-composer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Tweet Composer free?
Yes, Tweet Composer is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Tweet Composer support?
Tweet Composer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Tweet Composer?
It is built and maintained by minilozio (@minilozio); the current version is v1.0.0.
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