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Install in OpenClaw
/install distribution-agent-publisher-pack
Description
Turn 1–9 images into platform-specific captions + mood-matched music hints, then route to mock/dry-run/real publishers with publish logs.
README (SKILL.md)
\r \r
Distribution Agent — Publisher Pack\r
\r
What this skill does\r
Given 1–9 images + a theme, generate a publish pack for:\r
- X / Bluesky\r
- Instagram (optionally sync Threads & Facebook)\r
- Douyin / TikTok\r
- Xiaohongshu / Lemon8\r \r Includes:\r
- Platform-specific title/body/hashtags/options\r
- Vision-lite mood inference → music_hint (genres, bpm_range, instrumentation)\r
- Publisher router (dry_run / mock / real)\r
publish_log_\x3Ctask_id>.jsonfor auditability\r \r
Inputs\r
- images: list[str] (1–9 filenames or URLs)\r
- theme: str\r
- platforms: list[str]\r
- lang: "zh" | "en"\r
- mood (optional): free text hint (e.g. "glitch cyber anxious calm")\r \r
Outputs\r
- out_\x3Ctask_id>.json (publish pack)\r
- publish_log_\x3Ctask_id>.json (publish results)\r \r
How to run (local)\r
- Start Redis\r
- Start API server (FastAPI)\r
- Start worker\r
- POST /publish\r \r
Safety & secrets\r
- Never commit API tokens to the repo\r
- Use environment variables / .env\r
- Start with PUBLISH_MODE=mock or dry_run
Usage Guidance
This bundle is primarily a prompt + template library for generating platform-specific captions and music hints; that part appears coherent. However, the skill also claims to route to 'mock/dry_run/real' publishers and instructs running Redis/FastAPI/worker but includes no code, install steps, or any declared API credentials. Before installing or running with real accounts: 1) ask the publisher for the source repository or implementation that performs publishing and review that code; 2) do not provide platform API tokens or OAuth secrets until you can inspect where they will be stored and used; 3) if you only need caption/music generation, use the prompts in a local, read-only way (no credentials); 4) if you plan to run the 'real' publisher, require a clear install spec, explicit required env vars, and a security review of any service that will hold credentials. Providing those items (repo/install/code and justified env vars) would increase confidence that the skill is safe to use as advertised.
Capability Analysis
Type: OpenClaw Skill
Name: distribution-agent-publisher-pack
Version: 1.0.0
The skill bundle is benign. All files (SKILL.md, PROMPTS.md, TEMPLATES.md) consistently describe a content generation and distribution task. There is no evidence of data exfiltration, malicious execution, persistence, or obfuscation. Notably, PROMPTS.md includes 'Hard rules' for the LLM to 'Do not include token/keys' and SKILL.md advises using environment variables for secrets and starting in 'mock' or 'dry_run' mode, indicating good security practices rather than malicious intent.
Capability Assessment
Purpose & Capability
The name/description promise includes routing to mock/dry-run/real publishers and producing publish logs, but the package is instruction-only (no code, no install, no required env vars or credentials). The SKILL.md even tells operators to start Redis, a FastAPI server, and a worker, yet no implementation or install spec is provided. If the skill actually performs real publishing, it would plausibly need platform API tokens and integration code — those are absent, which is an incoherence.
Instruction Scope
The SKILL.md and PROMPTS focus on generating strict JSON publish packs and music hints (return JSON only, no tokens). That is internally consistent for a prompt-only caption/music generator. However, the runtime 'How to run (local)' references running services (Redis, FastAPI, worker, POST /publish) that lie outside the skill bundle; that suggests either missing implementation or expectation the user will wire up external components. There are no instructions that explicitly read unrelated files or exfiltrate secrets, but the implicit need for platform credentials for 'real' publishing is not spelled out.
Install Mechanism
No install spec or code files are included — lowest installation risk. Because nothing is fetched or written by an installer, there is no install-time risk in the provided bundle itself.
Credentials
The skill mentions using environment variables and warns not to commit tokens, yet requires no env vars and declares no primary credential. Real publishing to social platforms normally requires OAuth tokens or API keys; the absence of any declared credential requirements while claiming 'real' publishing is a red flag and may hide where/when credentials would be used if a separate adapter were added.
Persistence & Privilege
The skill does not request persistent presence (always: false) and is user-invocable. It does not attempt to modify other skills or system-wide config. Autonomous invocation is allowed by default, which is normal; it does not amplify other privilege concerns here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install distribution-agent-publisher-pack - After installation, invoke the skill by name or use
/distribution-agent-publisher-pack - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: publish pack + mood-to-music + router modes
Metadata
Frequently Asked Questions
What is Distribution Agent — Publisher Pack?
Turn 1–9 images into platform-specific captions + mood-matched music hints, then route to mock/dry-run/real publishers with publish logs. It is an AI Agent Skill for Claude Code / OpenClaw, with 282 downloads so far.
How do I install Distribution Agent — Publisher Pack?
Run "/install distribution-agent-publisher-pack" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Distribution Agent — Publisher Pack free?
Yes, Distribution Agent — Publisher Pack is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Distribution Agent — Publisher Pack support?
Distribution Agent — Publisher Pack is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Distribution Agent — Publisher Pack?
It is built and maintained by MiLab (@milab-bit); the current version is v1.0.0.
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