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interaction-index-api-client

Predict an "interaction index" (互动分/互动指数) for a text snippet or a Telegram public post by calling the hosted API (PoW-protected).

Skill by shiiwuz

IndexedMIT
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/shiiwuz-interaction-index-api-client

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Predict an "interaction index" (互动分/互动指数) for a text snippet or a Telegram public post by calling the hosted API (PoW-protected). Output includes score10 and predicted reactions.

Use cases: backend

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/interaction-index-api-client

What's inside

Skill name
interaction-index-api-client
Description
Predict an "interaction index" (互动分/互动指数) for a text snippet or a Telegram public post by calling the hosted API (PoW-protected). Output includes score10 and predicted reactions.
License
MIT
Instructions
26 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (2)

  • SKILL.md
  • predict_via_api.py · scripts/

SKILL.md (first lines)

# interaction-index-api-client

Use this skill when the user asks to 预测互动分/互动指数 for a short news blurb.

## Setup

- API base URL is fixed: `https://zaihua.cone.im`
- No API key needed; each request uses a short proof-of-work (PoW) to throttle RPM.

## Predict

Text (title + body + link recommended):

```bash
python3 skills/interaction-index-api-client/scripts/predict_via_api.py \
  --text $'标题\n正文...\nhttps://example.com'
```

Telegram post:

```bash
python3 skills/interaction-index-api-client/scripts/predict_via_api.py \
  --tme-url https://t.me/<channel>/<id>
```

From shiiwuz/interaction-index-api-client, MIT.

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Last commit (this folder)
Feb 5, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/shiiwuz/interaction-index-api-client
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql
Cite this page

interaction-index-api-client skill. Agent Mart. https://agentmart.dev/skills/shiiwuz-interaction-index-api-client (last updated 2026-10-24)