Movie-Sentiment-Analysis Skill

This skill classifies movie reviews as positive or negative based on film-specific sentiment indicators, context, and tone.

Classification System

• •Positive (1): Favorable opinion, recommendation, satisfaction
• •Negative (0): Unfavorable opinion, criticism, disappointment

Reasoning Chain

Step 1 — Identify movie-specific cues
Detect sentiment in: acting, plot, directing, cinematography, pacing, entertainment value, rating indicators.

Step 2 — Analyze modifiers
Check for negations ("not good"), intensifiers ("absolutely"), contrasts ("but"), and sarcasm.

Step 3 — Weight key aspects
Acting and plot have highest impact. Strong negatives in core elements usually dominate overall sentiment.

Step 4 — Conclude sentiment
Determine which sentiment dominates and provide brief reasoning.

Keyword Reference

Positive

masterpiece, brilliant, excellent, captivating, must-watch, engaging, gripping, powerful performance, stunning, beautiful cinematography, entertaining, touching, recommend

Negative

terrible, disappointing, boring, waste of time, predictable, poorly written, wooden acting, confusing, slow, avoid, worst, plot holes, unwatchable

Examples

Input:

"Absolutely brilliant! The acting was superb and the plot kept me hooked. Highly recommend."

Output:
positive — Strong praise for acting and plot with explicit recommendation.

Input:

"What a letdown. Predictable plot, terrible acting, and I was bored throughout. Skip this one."

Output:
negative — Criticism of core elements (plot and acting) with clear warning to avoid.

Input:

"Beautiful cinematography but the story was a mess. The weak script ruined it. Disappointing overall."

Output:
negative — Poor story and script outweigh technical positives; explicitly disappointing.