Series Analyzer

What it does

When your agent uses it

• Tasks that involve Web search

Example prompts

• “/series-analyzer”

Requirements

• Compatibility (from SKILL.md): Claude Code 1.0+
• Pre-approved tools (allowed-tools): WebSearch, Read

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

1. 1Series Information Retrieval: Obtain series basic information (such as director, actors, ratings, episode plots, etc.).
2. 2Web Search: Use web search to obtain latest series related information, audience reviews, and hot discussions.
3. 3Scene-by-Scene Analysis: Analyze plot points and dramatic functions for each episode, revealing narrative structure.
4. 4Story Five Elements Analysis: Comprehensively analyze series' genre types, story summary, character biographies, character relationships…
5. 5Result Integration: Integrate all analysis results, generate structured, professional comprehensive analysis reports.

What it can do on your machine

Read from SKILL.md and the folder at commit 6ced54f. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • WebSearch
  • Read

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md (its code samples are mermaid).

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

• Compatibility

  Claude Code 1.0+

  From compatibility in the SKILL.md frontmatter.

Context cost

Series Analyzer loads about 1.7k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 54 tokens; SKILL.md has 347 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~54

When it runs · the whole SKILL.md, loaded when a task matches

~1.7k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~2.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from VanGong1999/screen-creative-skills at commit 6ced54f, republished under its MIT licence (© VanGong1999). 347 words, ~1,706 tokens.

name

series-analyzer

description

Analyze aired series, including information retrieval, scene-by-scene analysis, five elements analysis, and web search. Suitable for deep analysis of series creation techniques, learning plot design

allowed-tools

WebSearch, Read

compatibility

Claude Code 1.0+

category

series-analysis

version

2.1.0

last_updated

2026-01-11

license

MIT

maintainer

Gong Fan

model

opus

graph TD
    A[Receive user input] --> B{Intent recognition - Determine if contains series name}
    B -- Yes --> C[Extract series name - Accurately extract TV series name]
    C --> D(Execute main tasks in parallel)
    D --> D1[Series information retrieval]
    D --> D2[Web search]
    D --> D3[Story five elements analysis]
    D -- Completed --> E[Episode segmentation and scene-by-scene analysis]
    E --> F[Integrate all analysis results]
    F --> G[Output final analysis report]

[Aired Series Analysis Report]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
I. Series Overview
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- Series Name: [Name]
- Director: [Director]
- Main Cast: [Cast list]
- Genre: [Genre]
- Episodes: [Episode count]
- Rating: [Rating, such as Douban rating]
- Platform: [Platform]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
II. Story Five Elements Analysis
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Genre Type and Creative Element Extraction
   - Dominant Genre: [Description]
   - Core Creativity: [Description]
2. Story Summary
   - [200-500 word story summary]
3. Character Biographies (Main Characters)
   - [Character 1 Name]: [Character biography]
   - [Character 2 Name]: [Character biography]
4. Character Relationship Network
   - Core character relationships: [Description]
   - Main relationship lines: [List]
5. Major Plot Points
   - [Plot point 1]: [Description]
   - [Plot point 2]: [Description]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
III. Scene-by-Scene Analysis (Sample Episodes)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
### [Episode X Title]
- **Key Plot Points**: [Description]
- **Dramatic Function**: [Analysis]
- **Narrative Techniques**: [Analysis]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
IV. Web Search Information and Market Feedback
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
- **Latest Reviews**: [Summarize audience reviews and reputation]
- **Hot Discussions**: [Analyze social media or forum hot topics]
- **Industry Impact**: [Evaluate series' influence on industry]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
V. Comprehensive Evaluation and Recommendations
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[Overall Evaluation]: [Overall evaluation of series]
[Creative Highlights]: [Summarize series' creative advantages]
[Improvement Areas]: [Propose aspects for improvement]
[Industry Reference Value]: [Summarize reference value for industry or future creation]

© VanGong1999, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in english-version/category/series-analysis/series-analyzer of VanGong1999/screen-creative-skills.

• SKILL.md
• references/examples.md

Open the folder on GitHubat commit 6ced54f