基于 SOC 职业分类
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Route any input through a branching question tree to narrow down the optimal response strategy before writing. Two stages — PERCEIVE (classify input) then ACT (select response). Covers all prompt types.
Generate exhaustive guesses about user input using ALL search methods with coverage tracking. Guessing is SEARCH through possibility space. Tracks space created vs space covered to ensure comprehensive exploration.
Systematically evaluate and select from a set of guesses, options, or possibilities. Combines ARAW analysis with prioritization to determine which guesses are strong, weak, actionable, or eliminable.
| name | pw - Persuasive Writing |
| description | Systematic procedure for writing persuasive content that influences readers and motivates action |
| output | {"format":"prose"} |
Input: $ARGUMENTS
Before executing, identify which interpretation matches the user's input:
Interpretation 1 — Writing persuasive content from scratch: The user needs to create a new persuasive piece (proposal, pitch, email, essay) and wants the full process from audience analysis through final draft. Interpretation 2 — Making existing writing more persuasive: The user has a draft that is too flat, informational, or unconvincing and wants to strengthen its persuasive elements without starting over. Interpretation 3 — Developing a persuasion strategy: The user needs to plan their overall approach to influencing a specific audience or stakeholder but is not yet at the writing stage — they need the thinking before the prose.
If ambiguous, ask: "I can help with writing persuasive content from scratch, strengthening an existing draft, or developing a persuasion strategy — which fits?" If clear from context, proceed with the matching interpretation.
Systematic procedure for writing persuasive content that influences readers and motivates action
Before writing anything, understand who you're persuading:
Clarify exactly what you want to achieve:
Collect materials to support your argument:
Select the right persuasive structure for your situation:
For neutral audiences with clear problems:
For short-form marketing:
For speeches or longer persuasion:
For logical audiences with complex arguments:
For emotional appeals:
Build the skeleton of your piece:
Execute the outline into prose:
Strengthen the persuasive elements:
Polish for readability and impact:
Complete final preparation:
Persuasive writing is especially vulnerable to these — LLM defaults actively undermine persuasion because they produce text that sounds like everyone else, which is the opposite of persuasive.
| Failure | What It Does to Persuasion | Fix |
|---|---|---|
| Pre-baked thesis | Reader recognizes the conclusion as the "standard take" and stops engaging — nothing to be persuaded of | Test: would someone who hadn't read other commentary reach this conclusion from evidence alone? |
| Cached takes | Reader has heard this argument before and has already dismissed or accepted it — no movement happens | Find the angle they haven't encountered. The persuasive power is in the unexpected argument, not the strongest-sounding one. |
| Performed humility | "To be sure, there are limitations" signals the writer is performing balance, not thinking honestly — erodes trust | Delete it. If the piece is the same or better, it was performance. Real concessions change the argument; fake ones pad it. |
| Relativistic hedging | "Some argue X, others Y" gives the reader permission to stay where they are — the opposite of persuasion | Take a position. Say exactly where you land and why. Hedging is anti-persuasion. |
| Voice collapse | Generic LLM cadence signals "this was generated, not written" — reader disengages immediately | The piece must sound like a specific person wrote it. If any AI could have produced it, rewrite. |
| False structure | Bullet points and headers that organize nothing make the piece look like a template, not an argument | Remove all formatting. Does the argument still flow? If yes, the structure was decorative. |
| Aspiration as conclusion | "Together we can build a better future" — the reader feels manipulated, not moved | End on your strongest concrete point, not a vague call to hope. Delete the last paragraph and check. |