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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.
基于 SOC 职业分类
正在显示 SKILL.md
| name | orm - Outreach Communication |
| description | Craft and send high-quality outreach communications that maximize response rates |
| output | {"format":"prose"} |
Craft and send high-quality outreach communications that maximize response rates
Before drafting, gather all relevant context:
Recipient research:
Subject matter preparation:
Strategic considerations:
SAFETY: Only use publicly available information or information provided by the user. Do not attempt to access private data.
Create subject line that maximizes open rate:
Format: "[Benefit/Hook] - [Specific Context]"
Good examples:
Avoid:
SAFETY: Subject must be accurate and not misleading.
First 1-2 sentences must establish relevance immediately:
Purpose: Get them to keep reading Format: Why THIS person should care Max length: 2 sentences
Structure:
Example: "The Boring Company is awarding a free 1-mile tunnel to the winning proposal in their Tunnel Vision competition. I'm preparing a submission focused on [their jurisdiction/asset]."
Do NOT start with:
SAFETY: Opening must be truthful and verifiable.
Establish shared understanding of the context:
Include:
Example: "The railroad crossing at [Location] has seen [X] fatalities in the past decade. For [Railroad], this represents ongoing liability exposure and operational delays. For [City], it's a persistent safety concern."
Use data whenever possible:
SAFETY: All facts must be verified and sourced. Note source of data if not widely known.
Make the request crystal clear and specific:
Must include:
Format: "I'm requesting [specific thing] by [specific date]."
Good example: "I'm requesting a brief letter of support (1 page or less) on [Organization] letterhead by February 9, 2026."
Bad examples:
SAFETY: Ask must be reasonable and appropriate for the relationship. Do not ask for confidential information or inappropriate favors.
Explain why saying yes is in THEIR best interest:
Address:
Example: "For [Railroad], this tunnel would:
Key principle: Lead with THEIR benefit, not yours.
SAFETY: Benefits must be real and achievable, not exaggerated.
Make it as easy as possible to say yes:
Include step-by-step instructions with multiple options:
OPTION A (Easiest): "Reply to this email with 'Yes, send me a draft' and I'll prepare everything for your signature."
OPTION B (Self-service): "Download the attached draft letter template, modify as needed, print on letterhead, sign, and email back as PDF."
OPTION C (Need more info): "If you need more information first, reply with your questions or suggest a brief call time."
Principle: Remove all friction. The easier to say yes, the higher the response rate.
SAFETY: Do not pressure or manipulate. Provide genuine options including graceful ways to decline.
Make the outcome concrete with visual comparison:
Format: CURRENT: [Quantified current state] AFTER: [Quantified future state if they act]
Example: "CURRENT: Crossing averages 0.3 fatalities/year, 15 min daily delays AFTER TUNNEL: Zero crossing fatalities, zero delays, permanently
If selected, construction could begin 2027, completion 2028."
Use tables for complex comparisons:
| Metric | Today | After |
|---|---|---|
| Fatality risk | X | 0 |
| Daily delays | Y | 0 |
| Cost to you | N/A | $0 |
SAFETY: Projections must be realistic and supportable.
Combine all elements into scannable format:
Structure:
Formatting guidelines:
SAFETY: Review complete draft before marking ready. Flag any concerns about tone or content.
Plan for if no response received:
Follow-up schedule:
Follow-up principles:
SAFETY: Respect boundaries. Maximum 2-3 follow-ups. If explicit decline received, stop contact immediately.
Create tracking entry for this outreach:
Record:
Update stakeholder database if applicable.
SAFETY: All communications logged for audit. Human approval required before sending.
Before finalizing, test every sentence against these failures: