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bookforge-text-prospecting-sequence-builderBookforge 文本探索序列生成器

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bookforge-text-prospecting-sequence-builder 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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2026-05-01

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请帮我安装这个 Agent Skill:bookforge-text-prospecting-sequence-builder(Bookforge 文本探索序列生成器)
来源仓库:https://github.com/quochungto/bookforge-text-prospecting-sequence-builder
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简介

构建符合情境的短信触达序列模板。bookforge-text-prospecting-sequence-builder 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

  • 控制时间间隔与语气风格保持专业度。
  • 优化转化率同时降低用户打扰感知。
  • 用于 OpenClaw 的销售自动化流程支持。
  • 需遵守当地通信法规设置发送频率。

SKILL.md

name
text-prospecting-sequence-builder
description
|
version
1.0.0
homepage
https://github.com/bookforge-ai/bookforge-skills/tree/main/books/fanatical-prospecting/skills/text-prospecting-sequence-builder
metadata
openclaw
emoji
📚
homepage
https://github.com/bookforge-ai/bookforge-skills
status
published
source-books
title
Fanatical Prospecting
authors
chapters
tags
depends-on
execution
tier
2
mode
hybrid
inputs
description
Prospect context + situation type (post-networking / hot-inbound / post-voicemail / post-no-show) + what has been agreed to so far (if anything)
tools-required
[Read, Write]
tools-optional
[]
mcps-required
[]
environment
Document directory — agent reads user-provided context file or inline description and writes the text sequence to text-sequence-output.md
discovery
goal
Produce a situation-appropriate text sequence with per-touch message copy, timing, and rationale that passes the 7-rule professional text check
tasks
audience
roles
[sdr, bdr, ae, founder-self-seller]
experience
beginner
when_to_use
triggers
prerequisites
not_for
environment
codebase_required
false
codebase_helpful
false
works_offline
true
quality
scores
with_skill
0
baseline
0
delta
0
tested_at
eval_count
0
assertion_count
0
iterations_needed
0
what_skill_catches
what_baseline_misses

Text Prospecting Sequence Builder

When to Use

Text is a permission-earned channel. You can call a stranger, email a stranger, and meet a stranger in person — but you almost never text a stranger. Text occupies the same mental space as family, friends, and close colleagues. When a salesperson lands there uninvited, they are not a prospector — they are spam.

This skill builds text sequences for situations where permission has already been established through prior contact:

  • You met someone at a networking event, trade show, or conference and agreed to connect
  • A warm inbound lead came in (download, demo request, referral) and you want to reach them while intent is high
  • You left a voicemail and want to reinforce it on the same channel sweep
  • A prospect missed a scheduled appointment and you want to quickly offer a rescue

Do not use this skill to text a cold prospect. If no prior contact exists, build a bridge first using prospecting-message-crafter, reach out by phone or email, and earn the familiarity that makes texting effective.

Why text works when used correctly: A Lead360 study of 3.5 million lead records found that a text sent alone converts at 4.8 percent. The same text sent after a phone contact increases conversion by 112.6 percent. Familiarity is the multiplier — not the message itself. (Blount, p. 256)

Context and Input Gathering

Before building the sequence, gather or ask the user for:

Required:

  1. Situation type — post-networking / hot-inbound / post-voicemail / post-no-show
  2. What was agreed or communicated in the prior contact (vague "let's connect," confirmed appointment, inbound download, etc.)
  3. Prospect's name and role
  4. Anything personal or specific mentioned in the prior conversation (used to personalize)

Recommended:

  1. What outcome you want from this text sequence (appointment / call / reschedule)
  2. Any trigger event or relevant detail at the prospect's company (for hot-inbound or post-networking)

If a draft text already exists: read it, run the 7-rule check in Step 4, and revise before producing the sequence.

Process

Step 1 — Verify the Permission Gate

Before writing a single character, confirm prior contact exists. Ask:

"Has there been at least one prior touchpoint with this prospect — an in-person meeting, a phone call, an email exchange, or a social media interaction?"

If the answer is no, stop. Direct the user to cold-call-opener-builder or prospecting-message-crafter to initiate contact through a more forgiving channel first. Texting a cold prospect creates immediate negative association and may result in the number being reported as spam.

Why this gate matters: The personal nature of the text channel is precisely what makes it powerful — and what makes unauthorized entry feel like a violation. A text from an unknown number asking for time feels like spam regardless of message quality. (Blount, p. 255)

Step 2 — Identify the Situational Protocol

Route to the correct protocol based on what happened before this text:

SituationProtocolPrimary Goal
Met at networking event / trade show / conferencePost-NetworkingAnchor the vague "let's get together" into a real appointment
Inbound lead (download, demo request, referral)Hot-InboundReach the lead while intent is high; set appointment or qualify
Left a voicemail and want to reinforcePost-VoicemailIncrease the probability the prospect engages with your message
Prospect missed a scheduled appointmentPost-No-ShowRescue the meeting without creating awkwardness

Each protocol has a different timing, tone, and call-to-action. Do not mix them — a post-no-show text written in a hot-inbound tone feels pushy; a hot-inbound text written in a post-networking tone feels too casual for the urgency.

Why situational routing matters: Text messaging as a channel offers almost no room for error — a wrong tone at the wrong moment and the prospect ignores you permanently. Matching the text's energy to the situation's context maximizes the chance of a reply. (Blount, pp. 256-261)

Step 3 — Draft the Sequence Using Bridge-Because in Short Form

For each touch in the sequence, build the message using the Bridge-Because pattern adapted for text constraints. Unlike a phone opener or email that has room for a full WIIFM-Bridge-Because-Ask arc, a text must compress this into 1-4 sentences.

Text Bridge-Because structure:

[Identify yourself + company] + [personalized context that connects to their world] + [because: what's in it for them] + [specific ask]

Keep each message to one to four sentences and under 250 characters when possible. Complete sentences only — no abbreviations, no slang, no emoji.

Protocol-specific sequence templates:


Post-Networking Protocol (5-step sequence):

*Context: You met at an event, had a positive conversation, and made a vague agreement to connect.*

  • During the conversation (spoken, not texted): Casually say: "Sounds good — I'll text you and we can get together." This pre-empts any later surprise that you are texting them. If the conversation was positive, they will not object.
  • Immediately after walking away (action, not text): Send a personalized LinkedIn connection request from your phone. This anchors your name and face before the text arrives.
  • Touch 1 — Within 24 hours (text):

> "[Name], this is [Your Name] from [Company]. Great talking with you at [event] — [something specific from conversation]. I'd like to follow up on [what you discussed]. How about [specific day/time]?"

  • Touch 2 — One day later if no response (text):

> "[Name], [Your Name] from [Company] again — wanted to make sure my earlier text got through. How about [alternative specific day/time] to connect?"

  • If Touch 2 fails: Shift to phone and email. Do not send a third text. Repeated texts without response create ill will. (Blount, p. 257)
  • Bonus action: Send a handwritten note via mail within one week of the event. This stands out from everyone else who promised to follow up and didn't. (Blount, p. 257)

Hot-Inbound Protocol (2-touch sequence):

*Context: A warm lead came in via download, demo request, referral, or website form.*

  • Touch 1 — As soon as possible, ideally within minutes (text):

> "[Name], this is [Your Name] from [Company]. I saw you [downloaded / requested / were referred] — thanks for reaching out. I'd like to connect quickly. Are you available [specific day/time] for a brief call?"

  • Touch 2 — Next business day if no response (text):

> "[Name], [Your Name] from [Company]. Following up on my text from yesterday. I have time [specific day/time] — does that work for a quick call?"

  • If Touch 2 fails: Move to phone and email follow-up. The inbound intent window closes fast — do not let text be your only channel for hot leads.

Post-Voicemail Protocol (1-touch supplement):

*Context: You just left a voicemail on the same prospecting sweep. The text reinforces the voicemail.*

  • Touch 1 — Immediately after leaving the voicemail (text):

> "[Name], this is [Your Name] from [Company] — I just left you a voicemail. [One-sentence reason for reaching out]. How about [specific day/time] for a brief call?"

Do not send a second text after a post-voicemail text. The voicemail and the text together are your combined touch. If neither gets a response, log it and move to the next prospect in your sequence.


Post-No-Show Protocol (1-2 touch rescue):

*Context: The prospect had a scheduled appointment and did not show up.*

  • Touch 1 — Within 15-30 minutes of the missed appointment (text):

> "[Name], this is [Your Name] from [Company] — I had us scheduled for [time] today. No worries if something came up. How about we reschedule to [specific day/time]?"

  • Touch 2 — Next day if no response (text):

> "[Name], [Your Name] from [Company]. Wanted to try once more on rescheduling our call — would [specific day/time] work?"

  • If Touch 2 fails: Move to phone and email. Do not express frustration or passive-aggressiveness in any text. Tone in a no-show situation is especially fragile. (Blount, p. 257)

Step 4 — Run the 7-Rule Anti-Pattern Check

Before finalizing any text in the sequence, check each message against these seven rules. Flag any violation and revise before outputting.

RuleWhat to checkWhy it matters
1. Identify yourselfDoes the text start with your name and company?Prospects rarely have your mobile number saved. Anonymity = spam. (Blount, p. 261)
2. Professional tone, complete sentencesAre there fragments, sarcasm, or abrupt phrasing?Text lacks vocal tone; incomplete sentences read as harsh or dismissive. (Blount, p. 261)
3. 1-4 sentences, under 250 charactersIs the message longer than four sentences?Text is not email. A wall of text signals lack of respect for the channel. (Blount, p. 261)
4. No abbreviations or slangDoes the text include LOL, OMG, BTW, or any informal shorthand?Abbreviations are unprofessional and may confuse the prospect. (Blount, p. 262)
5. Full URLs onlyIf linking to an article or resource, is the full URL used?Shortened URLs feel suspicious and reduce click trust. (Blount, p. 262)
6. Proof before sendingHas the message been read aloud once before finalizing?Text errors are irreversible and permanent. One re-read catches most mistakes. (Blount, p. 262)
7. No direct solicitation in nurture or engagement textsDoes a nurture or engagement text ask for anything?Nurture texts work because they give value with no ask. The moment you solicit, you break the pattern. (Blount, p. 261)

Additional anti-patterns to flag:

  • Emoji — do not use emoji in any prospecting text. The channel feels personal; emoji reads as unprofessional in a sales context. (Blount, p. 261)
  • Images or attachments — text is not the channel for sending decks, images, or PDFs. This belongs in email.
  • More than 2 attempts without a response — sending a third text signals desperation and creates ill will.

Step 5 — Output the Sequence

Write the finalized sequence to text-sequence-output.md in the working directory. Include:

  • The situation type and protocol selected
  • Each touch with: message copy ready to send, timing instruction, and one-line rationale
  • The 7-rule check result for each message (pass/flag)
  • Any anti-patterns found in a user-provided draft and what was changed

Inputs

InputRequiredSource
Situation type (post-networking / hot-inbound / post-voicemail / post-no-show)YesUser states
Prior contact description (what was said, agreed to, or triggered)YesUser provides
Prospect name and roleYesUser provides
Personalization detail from prior conversationRecommendedUser provides
Desired outcome (appointment / call / reschedule)RecommendedUser states
Existing draft text (if any)NoUser pastes inline

Outputs

OutputLocationDescription
text-sequence-output.mdWorking directoryComplete sequence with per-touch copy, timing instructions, 7-rule check, and rationale
Anti-pattern diagnosis (if draft provided)Inline in conversationWhat was wrong, why, and what was changed

Key Principles

1. Permission is everything. Text is the most personal prospecting channel. Familiarity earned through prior contact is not a preference — it is a prerequisite. Without it, every text is spam regardless of message quality. (Blount, p. 255)

2. Short-form only. Text is not a delivery vehicle for pitches, case studies, or paragraphs. The constraint of 1-4 sentences forces the Bridge-Because pattern to its sharpest form: one personalized observation, one reason, one ask.

3. Conversational, not salesy. The tone that works in text is the same tone you would use with a recent acquaintance — warm, direct, low-pressure. Any hint of "buy now" language triggers the same reaction as a stranger texting you an ad.

4. Two attempts maximum. After two unreturned texts, shift channels. Repeated texts to someone who is not responding create resentment, not familiarity. The same prospect who ignores your second text may engage readily if you reach them by phone a week later.

5. Reserve your best value-added content for text. When nurturing a prospect over months, save the most relevant articles, insights, or news items for text rather than email. Text messages are read immediately; email competes with hundreds of others. (Blount, p. 260 — Matt case study)

Examples


Example 1 — Post-Networking Follow-Up (SDR / SaaS Event)

Situation: You met Jennifer, VP of Engineering at a mid-size fintech company, at a developer conference. You had a 10-minute conversation about her team's challenge with deployment reliability. She said "yeah, we should connect sometime." You did not explicitly agree on a time.

During the conversation (spoken): "Sounds great — I'll text you and we can find a time."

Immediately after (action): Send LinkedIn connection request from phone with a note: "Great meeting you at DevCon — looking forward to connecting."

Touch 1 (within 24 hours):

"Jennifer, this is Alex from Reliably — great talking with you at DevCon about your deployment pipeline situation. I'd like to follow up on that. How about a 20-minute call Thursday at 2 PM?"
ElementContent
IdentifyName + company in first line
PersonalizationEvent name + specific topic from conversation
BecauseImplicit in the reference — she knows why connecting matters
AskSpecific day and time, low-friction framing
7-rule checkPass: identifies self, complete sentences, under 4 sentences, no abbreviations, no links, proofed

Touch 2 (next day, no response):

"Jennifer, Alex from Reliably again — making sure my text got through. Also open Thursday at 4 PM or Friday morning if either of those works better."

If no response after Touch 2: Shift to phone call and email. Do not text again.


Example 2 — Hot Inbound After Content Download (BDR / Marketing Automation)

Situation: Michael, Director of Marketing at a B2B software company, downloaded your guide on email deliverability at 9:47 AM. This is a warm inbound — intent is high right now.

Touch 1 (within minutes of the download):

"Michael, this is Sarah from SendPath — I saw you downloaded our email deliverability guide. Happy to walk you through how we've helped marketing teams in your space improve send rates by 40+%. Are you free for a quick call today at 2 PM or tomorrow at 10?"
ElementContent
IdentifyName + company
BridgeReferences the specific download — shows you are paying attention
BecauseSpecific outcome (40%+ send rate improvement) relevant to their role
AskTwo specific time options — assumptive, not passive
7-rule checkPass: complete sentences, under 250 chars, no slang, no shortened links, proofed

Touch 2 (next business day, no response):

"Michael, Sarah from SendPath. Following up on my text from yesterday — still happy to share what we're seeing with deliverability for B2B marketing teams. Does tomorrow at 10 AM or Thursday at 3 PM work for a quick call?"

Example 3 — Post-No-Show Appointment Rescue

Situation: David, Operations Director at a logistics company, was scheduled for a 30-minute discovery call at 11 AM today. He did not join. You do not know why — it may have been an emergency, a calendar conflict, or he simply forgot.

Touch 1 (15-30 minutes after the missed appointment):

"David, this is Marcus from FlowOps — I had us scheduled for 11 AM today. No worries if something came up. How about we reschedule to Thursday at 11 AM or Friday at 2 PM?"
ElementContent
ToneNeutral and low-pressure — no frustration, no passive aggression
IdentifyName + company, not assumed
AskTwo specific alternatives, assumptive not apologetic
7-rule checkPass: identifies self, complete sentences, 2 sentences, no slang

Touch 2 (next day, no response):

"David, Marcus from FlowOps again. Wanted to try once more on rescheduling — would Thursday at 11 AM work, or should I reach out by email to find a better time?"

The offer to switch to email signals respect for their communication preference and often prompts a quick reply.


References

Detailed supporting materials in the references/ folder (if extended):

  • references/bridge-types-and-templates.md — full Bridge-Because templates by situation type
  • references/7-rules-text-checklist.md — printable pre-send checklist for the 7 professional text rules
  • references/multi-channel-sequence-map.md — how text integrates within phone-email-social prospecting campaigns

Source chapter: Blount, Jeb. *Fanatical Prospecting*, Chapter 20 "Text Messaging" (pp. 253-262 / PDF pp. 253-262).

Referenced research: Lead360 study of 3.5 million lead records from 400+ companies — text following phone contact increases conversion by 112.6 percent vs. text sent alone at 4.8 percent (cited in Blount, p. 255-256).

Case study reference: Matt's 9-month text nurture campaign — reserve best value-added content for text, use non-product articles to maintain top-of-mind engagement without direct solicitation (Blount, pp. 259-260).

Dependent skill: This skill builds text sequences that implement the Bridge-Because pattern produced by prospecting-message-crafter. If you do not yet have a bridge or because for this prospect, build the message nucleus there first.

License

Content derived from *Fanatical Prospecting* by Jeb Blount (Wiley, 2015). This skill is licensed under Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0). You are free to share and adapt this material provided you give appropriate credit to Jeb Blount and BookForge, and distribute any derivative works under the same license.

Related BookForge Skills

  • prospecting-message-crafterprerequisite hub skill: build the Bridge-Because message nucleus before deploying it via text. This skill is the channel adapter; message-crafter is the content engine.
  • cold-call-opener-builder — deploys the Bridge-Because in the 5-step telephone framework; use when text fails to get a response after 2 attempts
  • cold-email-writer — builds multi-touch email sequences; use alongside text in a balanced multi-channel prospecting system
  • prospecting-objective-setter — defines the correct ask (appointment / qualifying info / close) that text sequences must end with
  • balanced-prospecting-cadence-designer — maps text into a full multi-channel prospecting cadence so no single channel is over-relied upon

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