shortdrama topic script

    1

    Automated pre-production for short drama series: from scam mechanism auditing to timed, production-ready scripts.

    $9

    Secure checkout via Stripe

    Money-back guarantee

    Converts to your local currency at checkout

    Security scanned

    Works with the AI Agents you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIMuseMuseDotsDots+21 more

    shortdrama topic script

    Example session with this skill installed

    I have a new idea: a fake home appliance repair scam targeting the elderly. Verify if this works for the Uncle Zhao series and give me a scored proposal.

    • Read your context and instructions
    • Compiled the shortdrama topic script

    Verified the "Fake Appliance Repair" mechanism against references/topic-bank.md. No direct collisions found. While "Free Health Checks" was used in Ep 4, the "Home Entry" trust structure is a fresh mechanism for this series.

    Initial Topic Evaluation: Home Repair Trap

    MetricScoreWeightWeighted Score
    Hook8/1025%2.0
    Differentiation7/1020%1.4
    Feasibility9/1020%1.8
    Timeliness8/1020%1.6
    Emotion7/1015%1.05
    Total100%7.85

    One-Sentence Hook: "Uncle Zhao, your fridge isn't broken, but your motherboard just 'blew up' the moment I touched it."

    8-Scene Skeleton:

    1. Hook: Technician sparks a fake short circuit; Zhao panics.
    2. The Lure: Technical jargon about "imported components" and "urgent fire risk."
    3. The Trap: Low call-out fee vs. 2000 per cent "core replacement" cost.
    4. The Pressure: Technician offers a "neighbor discount" if paid in cash now.
    5. The Hesitation: Zhao calls Qiang to borrow money.
    6. The Clue: Qiang notices the "new" part has a 2019 dust layer.
    7. The Reversal: Zhao pretends to call the "Police Repair Hotline" for a second opinion.
    8. Ending: Technician flees; subtitle warns about unverified 400 numbers.

    Next steps

    1. Run scripts/score_topics.py with full candidates.json to confirm rank.
    2. Initialize folder 014.ApplianceScam/ and copy assets/剧本模板.md.
    3. Draft dialogue for Scene 3 focusing on Old Qian's "cost-logic" argument.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Stop wasting time on redundant storylines and bloated short drama scripts that fail to engage. This skill automates the end-to-end development of serialized anti-fraud and consumer-trap short films, ensuring every episode fits your production constraints and hits high-retention metrics.

    What it does

    • Mechanism audit: Checks new ideas against a database of past episodes to prevent repetitive tropes and "re-skinned" plots.
    • Weighted scoring: Evaluates topics using a five-dimension system (Hook, Differentiation, Feasibility, Timeliness, Emotion) with strict rejection criteria.
    • Script generation: Converts outlines into production-ready scripts with clear action lines, dialogue blocks, and mid-scene beats.
    • Duration estimation: Calculates word-count-to-second ratios to ensure episodes stay within the 80 to 100-second target range.
    • Asset breakdown: Generates dialogue ledgers and clip-segmentation tables for rapid voiceover and filming.

    How it works

    1. Series sync: Analyze your existing series-canon.md to load character arcs and previously used fraud mechanisms.
    2. Topic filtration: Run scripts/score_topics.py on candidate ideas to identify high-potential hooks with low production overhead.
    3. Structure expansion: Use the 8-scene framework to build a script skeleton including the "3-second hook" and the "reversal" ending.
    4. Validation: Execute scripts/estimate_duration.py to identify pacing bottlenecks and trim dialogue for fast-paced platforms.

    Frameworks & tools

    This tool uses custom Python scripts (score_topics.py, estimate_duration.py) and structured Markdown templates for consistent production output. It integrates with existing AI film pipelines by focusing on pre-production logic.

    Why this beats prompting it yourself

    Generic prompts often generate generic, repetitive "cautionary tales" that lack variable narrative structure. This skill enforces strict "one-out, one-in" character logic and mechanism-based differentiation that a standard LLM will ignore in favor of creative fluff.

    Use cases

    • Generating the next episode of an existing anti-fraud series like "Uncle Zhao."
    • Fact-checking a real-world scam against production budgets to see if it can be filmed.
    • Refactoring loose script drafts into tight, timed dialogues for voice actors.
    • Maintaining a long-term "topic bank" for a content team to prevent creative burnout.

    Known limitations

    Does not generate H3 prompts, storyboards, or visual assets. Limited to short-form vertical video structures under 110 seconds. Requires an initial series canon file to avoid duplicates.

    No support for H3 prompts or storyboard generation. Strictly for vertical short-form scripts under 110 seconds. Requires pre-existing series canon file for mechanism deduplication.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

    Reviews

    No reviews yet

    Be one of the first to try it. Every listed skill goes through the trust checks below.

    Security scanned

    Checked by our 8-point scan before listing

    Fresh listing

    Recently published to Agensi

    Money-back guarantee

    Doesn't do what its page promises? You get your money back.

    Trust & safety

    Security scan

    Security scan passed 19 days ago

    Software
    Git

    Permissions

    Terminal / Shell
    Read Files
    Write Files
    Listed19 days ago

    What's inside

    Frequently Asked Questions

    This skill provides automated pre-production logic for short-form vertical dramas, specifically focusing on auditing plot mechanisms for originality and generating timed, production-ready scripts that fit strict 80-100 second constraints.

    You will receive the proprietary logic scripts (`score_topics.py` and `estimate_duration.py`), the 8-scene narrative framework, and structured Markdown templates for character arcs and series canon management.

    Yes, the skill is designed to ingest your `series-canon.md` file, allowing it to maintain character consistency and ensure new scripts don't repeat fraud mechanisms used in previous episodes.

    The duration estimation tool is calibrated for high-retention vertical video, ensuring your scripts stay within the 80 to 110-second sweet spot to maximize platform algorithms.

    While this skill automates the scriptwriting and timing logic, it does not generate visual storyboards, AI images, or H3 video prompts; it is strictly a narrative and pre-production engine.

    This skill is compatible with most major LLM orchestrators that support Python execution and Markdown file processing, making it easy to integrate into existing AI film pipelines.

    New in Writing & Content