xiaohongshu-zhihu-content-operator

xiaohongshu-zhihu-content-operator is a skill for Claude Code, Codex from ailiheizi/workflow-to-skill. It costs 89 tokens per session (3,975 once invoked), scanned A, original, Apache-2.0.

A research and content workflow for Xiaohongshu and Zhihu, two Chinese social platforms. It can prepare platform-specific material and, when explicitly authorized, use existing tools to inspect accounts or publish content.

In plain words
What is it for?
Use it to research public posts, prepare drafts, validate them, run a dry run, inspect permitted account data, or carry out an authorized publication.
Why use it?
It helps turn a content request into a checked plan without assuming the account, platform, publication timing, or permission to post.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to research public posts, prepare drafts, validate them, run a dry run, inspect permitted account data, or carry out an authorized publication.

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Install with agentmods
npx agentmods add skills/ailiheizi/workflow-to-skill/social-media-operator
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ailiheizi/workflow-to-skill --skill social-media-operator
Clone the repo
git clone --depth 1 https://github.com/ailiheizi/workflow-to-skill

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for xiaohongshu-zhihu-content-operator

README.md
[![agentmods](https://agentmods.dev/badge/skills/ailiheizi/workflow-to-skill/social-media-operator/github.svg)](https://agentmods.dev/skills/ailiheizi/workflow-to-skill/social-media-operator)
Your own site
<a href="https://agentmods.dev/skills/ailiheizi/workflow-to-skill/social-media-operator"><img src="https://agentmods.dev/badge/skills/ailiheizi/workflow-to-skill/social-media-operator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for xiaohongshu-zhihu-content-operator

Your own site · 80×15
<a href="https://agentmods.dev/skills/ailiheizi/workflow-to-skill/social-media-operator"><img src="https://agentmods.dev/badge/skills/ailiheizi/workflow-to-skill/social-media-operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,975 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00089 $0.03975
Opus 5 $0.00044 $0.01988
Sonnet 5 $0.00018 $0.00795
Haiku 4.5 $0.00009 $0.00398

Measured today against content hash 553005b9a9b5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-16, from the pricing page.

Security

Grade A, and why

xiaohongshu-zhihu-content-operator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

reference/evidence/social-media-operator/SKILL.md · 334 lines

How it starts

The opening of the file, as written. The whole thing — 334 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Xiaohongshu And Zhihu Content Operator

Turn a content goal into researched, platform-specific material and, when authorized, a verified platform result. The Skill owns the method and decision boundaries. Existing CLI, browser, MCP, or API bindings perform every real search, upload, account, and publishing operation.

Establish The Request

Identify:

  • the campaign goal, audience, topic, and factual source material;
  • whether the request covers Xiaohongshu, Zhihu, or both;
  • the requested outcome: research, draft, local validation, dry-run, scheduled publication, live publication, or result inspection;
  • the authorized account for each platform;
  • required media, links, topics, disclosures, timing, and success criteria;
  • whether execution requires review or has an explicit unattended scope.

Default to Xiaohongshu research followed by a draft and local dry-run. Do not infer a publishing account, fabricate uploaded-resource identifiers, or turn a draft request into live publication. Account choice, final public content, media, declarations, schedule, and live publication are material decisions.

Harmless formatting, equivalent read-only queries, and low-risk wording adjustments may be decided by the Agent. Ask for review when an unknown changes the audience, claim, account, platform, public side effect, cost, authority, or meaning of success.

Required Capabilities And Bindings

Confirm bindings before doing work. This reference was exercised with:

  • redbook 0.8.1 for existing-browser-login checks and Xiaohongshu search and read operations;
  • the official Zhihu Data Open Platform docs, which provide Zhihu Search through a Skill, API, or MCP binding;
  • yxer 3.2.12 plus its matching official schemas/ directory for payload templates, platform fields, local validation, and publishing dry-runs;
  • an ordinary Agent Harness for reasoning, review, tool invocation, and final result delivery.

Treat those names as bindings for this Harness, not a universal protocol. An equivalent browser, MCP server, API, or CLI may be used only after its real commands, permissions, result shape, and cancellation behavior are inspected.

Read the full file on GitHub · 334 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today First seen · 334 lines · 89 tokens per session scan A 553005b9a9b5

Subscribe to this mod's changes

xiaohongshu-zhihu-content-operator is a skill published in the GitHub repository ailiheizi/workflow-to-skill (2 stars, last pushed today), licensed Apache-2.0. It adds 89 tokens to every session and 3,975 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-16.

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