Skill: target-style-and-persona-adaptation

[Case 2]

• Initial Environment: The agent is provided with a vague prompt regarding a professional presentation. The internal knowledge base reflects that 'Academic Talks' have specific expectations for motivation and conclusions that general presentations lack.
• Real Question: Help me draft an academic talk on coffee intake vs. research productivity.
• Real Trajectory: The agent identifies the implicit genre criteria: 'compelling motivation,' 'focus on big-picture issues,' and 'conclusion must restate findings.' It structures the draft to include a distinct 'Research Questions' section and a 'Takeaway' beat that was never specifically requested but is required by the persona/genre.
• Real Answer: A structured draft for an academic presentation that opens with a compelling motivation regarding the global scale of coffee consumption, frames the debate via big-picture research questions, and concludes with a definitive restatement of productivity findings.
• Why this demonstrates the capability: This illustrates 'Implicit Genre Standard Alignment.' The agent adopts the persona and structural pacing of an 'Academic Professional,' satisfying implicit macro-structural conventions that novices omit, ensuring true professional authority.

[Case 3]

• Initial Environment: The agent receives a factual summary about a country's population that incorporates subjective framing, requiring adaptation into a strictly neutral, encyclopedic persona.
• Real Question: Neutralize the sentence: 'It is the third-largest Muslim-majority nation, but interestingly has a smaller Muslim population than the Muslim minority in India.'
• Real Trajectory: The agent identifies the word 'interestingly' as a subtle editorial nudge that imposes a subjective reaction, violating the NPOV (Neutral Point of View) persona. It removes the adverb and focuses purely on comparative statistics to restore a neutral register.
• Real Answer: The country is the third-largest Muslim-majority nation; its Muslim population is smaller in absolute numbers than the Muslim minority population in India.
• Why this demonstrates the capability: This demonstrates 'Subjective Bias Neutralization' as a form of persona alignment. By establishing an objective, encyclopedic persona, the agent introduces interpretive distance, stripping away emotional adjectives while preserving the entire factual delta.

Pipeline Execution Instructions

To synthesize data for this capability, you must strictly follow a 3-phase pipeline. Do not hallucinate steps. Read the corresponding reference file for each phase sequentially:

1. Phase 1: Environment Exploration Read the exploration guidelines to discover raw knowledge seeds: references/EXPLORATION.md

2. Phase 2: Trajectory Selection Once Phase 1 is complete, read the selection criteria to evaluate the trajectory: references/SELECTION.md

3. Phase 3: Data Synthesis Once a trajectory passes Phase 2, read the synthesis instructions to generate the final data: references/SYNTHESIS.md