Atlas / Skills / jieshuo-ai / 🧠 Narrator AI CLI Skill — Teach Your AI Agent to Create Mov

🧠 Narrator AI CLI Skill — Teach Your AI Agent to Create MovSAFE

skills/jieshuo-ai/narrator-ai-cli

AI 解说大师 — Agent skill;封装 narrator-ai-cli 供 Claude/Codex 等工具调用

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.0.5
Hosts
4 documented
License
MIT
Stars
3,052
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

中文文档

Install this Skill in your AI agent (OpenClaw, Windsurf, WorkBuddy, etc.), then just say "create a movie narration video" — the AI handles the rest.

What is this?

A machine-readable skill file (SKILL.md) that teaches AI agents how to use the narrator-ai-cli tool for automated video narration production.

You say: "Create a narration video for Pegasus in a comedy style"

AI executes: Search movie → Select template → Choose BGM → Pick voice → Generate script → Compose video → Return download link

How CLI and Skill work together

In short: CLI is the hands. Skill is the brain. Together, the AI agent can produce videos end-to-end.

Quick Start

Step 1: Install the CLI tool

pip install "narrator-ai-cli @ git+https://github.com/NarratorAI-Studio/narrator-ai-cli.git"
See narrator-ai-cli for detailed installation options.

Step 2: Configure API key

narrator-ai-cli config set app_key 
📧 Need an API key? Email [email protected] or scan the QR code at the bottom of this page.

Step 3: Install the Skill

The skill consists of SKILL.md and the references/ directory — both are required. Clone the repo directly into your agent's skills folder:

OpenClaw:

mkdir -p ~/.openclaw/skills
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
~/.openclaw/skills/narrator-ai-cli

Windsurf / Claude Code:

mkdir -p /path/to/your/pr
Read from source at commit 960f33fd7bafOBSERVED · 2026-10-20
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02

Install

Commands as the repository documents them. They are shown, not run.

pip install "narrator-ai-cli @ git+https://github.com/NarratorAI-Studio/narrator-ai-cli.git"
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
git clone https://github.com/NarratorAI-Studio/narrator-ai-cli-skill.git \
pip install "narrator-ai-cli @ git+https://github.com/NarratorAI-Studio/narrator-ai-cli.git"
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
cursormentioned
openclawmentioned
windsurfmentioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: narrator-ai-cli
version: "1.0.5"
license: MIT
description: >-
  AI 电影/短剧解说视频自动生成(AI 解说大师 CLI Skill)。当用户需要创建电影解说视频、短剧解说、影视二创、AI 配音旁白视频、film commentary、video narration、drama dubbing、movie narration 时触发。内置电影素材库、BGM、多语种配音、解说模板。通过 narrator-ai-cli 命令行实现:搜片→选模板→选 BGM→选配音→生成文案→合成视频的全流程自动化。CLI client for Narrator AI video narration API.
user-invocable: true
tags:
  - video-narration
  - film-commentary
  - ai-video
  - short-drama
  - content-creation
  - dubbing
  - tts
  - video-production
metadata:
  openclaw:
    emoji: "🎬"
    primaryEnv: NARRATOR_APP_KEY
    install:
      - name: narrator-ai-cli
        type: pip
        spec: "narrator-ai-cli @ https://github.com/NarratorAI-Studio/narrator-ai-cli/archive/refs/tags/v1.0.0.zip"
    requires:
      bins:
        - narrator-ai-cli
      env:
        - NARRATOR_APP_KEY
---

# narrator-ai-cli — AI Video Narration CLI Skill

CLI client for [Narrator AI](https://openapi.jieshuo.cn) video narration API. Designed for AI agents and developers.

- **CLI repo**: https://github.com/NarratorAI-Studio/narrator-ai-cli
- **Resources preview** (BGM / dubbing / templates): https://ceex7z9m67.feishu.cn/wiki/WLPnwBysairenFkZDbicZOfKnbc

## Reference Index

This file covers decision flow, the common workflow, and pointers. Detailed lookups live in `references/`:

| Topic | File |
|---|---|
| Resource selection (material / BGM / dubbing / templates) — list commands, response formats, field mapping | `references/resources.md` |
| Full workflow steps with parameter tables and JSON examples (Fast Path + Standard Path) | `references/workflows.md` |
| Magic Video — optional visual template step (catalog, params, language rules) | `references/magic-video.md` |
| Polling pattern, task types, file ops, user account, error codes | `references/operations.md` |

## Pipeline at a Glance

```
                    ┌─── Fast Path (原创文案, cheaper) ───┐
                    │   fast-writing → fast-clip-data     │
  Source material ──┤              ↓                      ├──→ video-composing ──→ (magic-video)
  (material list /  │   [video-composing keys off         │   final MP4 URL       optional visual
   search-movie /   │    fast-clip-data.task_order_num]   │                        template pass
   file upload)     └─────────────────────────────────────┘
                    ┌─── Standard Path (二创文案) ────────┐
                    │   popular-learning → generate-      │
                    │   writing → clip-data               │
                    │              ↓                      │
                    │   [video-composing keys off         │
                    │    generate-writing.task_order_num] │
                    └─────────────────────────────────────┘
```

## Agent Rules (mandatory — apply across all steps)

> **Always:**
> - **Confirm before acting.** Every resource (source, BGM, dubbing, template) and every `magic-video` submission requires explicit user approval. Never auto-select, never auto-submit.
> - **Source data, never invent.** Construct `confirmed_movie_json` from `material list` fields or `task search-movie` output. If neither yields it, ask the user — do not fabricate.
> - **Honor the language chain.** The dubbing voice's language defines the writing task `language` param AND every `magic-video` text param. All three must match. → `references/magic-video.md` § Language Awareness
> - **Paginate `material list` to exhaustion, search programmatically.** Fetch all pages until `total` is consumed, then `grep -i` or `python3 -c` on the JSON. Never trust truncated terminal display.
> - **Poll with the canonical `while` loop at 5-second intervals.** Never use a fixed-iteration `for` loop. → `references/operations.md` § Task Polling
>
> **Never:**
> - **Submit `magic-video` without showing the full request body** (templates + every `template_params` value) and getting user confirmation. The cost is 30 pts/minute and irreversible.
> - **Submit Chinese default values for `magic-video` text params when narration language is non-Chinese.** The defaults are hardcoded Chinese and will appear as Chinese text in a non-Chinese video.
> - **Submit `.task_id` (32-char hex) as `order_num`.** Downstream tasks want `.task_order_num` (the prefixed string like `generate_writing_xxxxx`), not `.task_id`. Submitting the hex returns `10001 任务关联记录数据异常`. The other look-alike — `.results.order_info.order_num` (`script_xxxxx`) — is also wrong; see `references/operations.md` § Task Query Response Shape.
> - **Auto-switch paths after a failure.** If a step fails, surface the error to the user and ask explicitly: retry the same path, switch to the other path, or abort. Never infer a path switch on the agent's own initiative.

## Prerequisites

This skill assumes the `narrator-ai-cli` binary is installed and configured with a valid `NARRATOR_APP_KEY`. See [README.md](README.md) for install / setup. Agents can verify with `narrator-ai-cli user balance`.

## Core Concepts

| Concept | Description |
|---|---|
| **file_id** | 32-char hex string for uploaded files. Via `file upload` or task results |
| **task_id** | 32-char hex string returned on task creation. Poll with `task query` |
| **task_order_num** | Assigned after task creation. Used as `order_num` for downstream tasks |
| **files[]** | Output files in the completed task response (flat, top-level array). Each entry has `file_id`, `file_path`, `suffix`. Read `.files[0].file_id` for the next step's input |
| **learning_model_id** | Narration style model — from a pre-built template (90+) or `popular-learning` result |
| **learning_srt** | Reference SRT file_id. **Mutually exclusive** with `learning_model_id` |

## Conversation Initiation

> ⚠️ **Agent behavior — first message of a session**: Before asking the user for a movie title or workflow path, **proactively orient them** about what the skill offers. Most users assume they need to upload their own video + SRT and don't realize a pre-built material library ships with the skil
05

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (4)

LOWInventory / provenance · inv.hidden_file · CWE-1104
.gitleaks.toml
.gitleaks.toml
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.trufflehogignore
.trufflehogignore
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
README.md:45
> 📧 Need an API key? Email **[email protected]** or scan the QR code at the bottom of this page.
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
references/operations.md:205
> **Support contact** (for balance/billing, app_key issues — including obtaining, renewing, or troubleshooting API keys): WeChat `gezimufeng`, or email `[email protected]`.
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine

Gates applied: no_behavioural_pass.

Audited 2026-10-20 · audit v0.4.1 · source sha 960f33fd7baffull audit observations/trust-audit/skill/jieshuo-ai__narrator-ai-cli.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-20960f33fd7bafSAFEB89first audit
07

Questions

What does the narrator-ai-cli — jieshuo-ai/narrator-ai-cli-skill skill do?

AI 解说大师 — Agent skill;封装 narrator-ai-cli 供 Claude/Codex 等工具调用

Is narrator-ai-cli — jieshuo-ai/narrator-ai-cli-skill safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can narrator-ai-cli — jieshuo-ai/narrator-ai-cli-skill access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does narrator-ai-cli — jieshuo-ai/narrator-ai-cli-skill work with?

Its documentation mentions claude-code, cursor, openclaw and windsurf. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (960f33fd7baf), read on 2026-10-20. The repository is watched, and a new audit runs when it changes — this is the first audit.

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