signal-monitoring
About
This skill monitors company buying signals like funding rounds, job postings, and tech stack changes to identify sales-ready prospects. It's useful for building targeted outreach campaigns and prioritizing outbound leads based on trigger events. The skill implements established intent-data methodologies to detect budget, need, and evaluation signals.
Quick Install
Claude Code
Recommendednpx skills add guia-matthieu/clawfu-skills -a claude-code/plugin add https://github.com/guia-matthieu/clawfu-skillsgit clone https://github.com/guia-matthieu/clawfu-skills.git ~/.claude/skills/signal-monitoringCopy and paste this command in Claude Code to install this skill
Documentation
Signal Monitoring
Identify high-intent prospects by monitoring buying signals including funding events, hiring patterns, technology changes, and company triggers.
When to Use This Skill
- Building signal-based outreach campaigns
- Prioritizing outbound targets
- Identifying timing for re-engagement
- Creating trigger-based sequences
- Training SDRs on signal recognition
Methodology Foundation
Based on Bombora Intent Data methodology and 6sense Buying Signal research, categorizing:
- Funding signals (budget available)
- Hiring signals (need emerging)
- Technology signals (evaluation in progress)
- Company signals (change = opportunity)
What Claude Does vs What You Decide
| Claude Does | You Decide |
|---|---|
| Categorizes signal types | Signal priority weights |
| Interprets signal meaning | Outreach timing |
| Suggests response templates | Personalization approach |
| Identifies signal sources | Tool investments |
| Creates monitoring playbooks | Team assignments |
Instructions
Step 1: Define Signal Categories
Funding Signals (Strong):
| Signal | Meaning | Response Time |
|---|---|---|
| Series A | Growth mode, building | 48 hours |
| Series B | Scaling, process needs | 24 hours |
| Series C+ | Enterprise ready | 1 week |
| IPO filing | Compliance focus | 2 weeks |
Hiring Signals (Strong):
| Signal | Meaning | Response Time |
|---|---|---|
| VP Sales hired | New leadership, new tools | 30 days |
| SDR team building | Scaling outbound | Immediate |
| RevOps hire | Process improvement | 1 week |
| Your buyer's title | Decision maker in seat | 48 hours |
Technology Signals (Medium):
| Signal | Meaning | Response Time |
|---|---|---|
| G2/Capterra research | Active evaluation | Immediate |
| Competitor uninstall | Opening created | 24 hours |
| Stack changes | Modernization | 1 week |
| Job posts w/ your tool | Already considering | 48 hours |
Company Signals (Medium):
| Signal | Meaning | Response Time |
|---|---|---|
| New office/expansion | Scaling | 1 week |
| M&A announcement | Integration needs | 2-4 weeks |
| New product launch | Growth initiative | 1 week |
| Leadership change | New priorities | 30 days |
Step 2: Create Response Playbooks
For each signal:
- Define ideal response time
- Create outreach template
- Specify personalization points
- Set follow-up cadence
Step 3: Monitor and Score
Signal Scoring:
Priority = Signal Strength × Recency × ICP Fit
Example:
- Series B (Strong) × This week (Fresh) × Tier 1 (Perfect)
- = High × High × High = TOP PRIORITY
Examples
Example 1: Signal Playbook
Output:
## Signal-Based Outreach Playbook
### Signal 1: Funding Announcement
**Signal Type:** Series A/B Funding
**Strength:** Very Strong
**Response Window:** 24-72 hours
**Why It Matters:**
- Budget just became available
- Growth mode activated
- Leadership making tool decisions
- Competitors will also reach out
**Outreach Template:**
Subject: Congrats on the Series [A/B], [FirstName]!
Hi [FirstName],
Just saw the news about [Company]'s Series [A/B]—congrats! $[Amount] to [stated use] is exciting.
I work with a lot of [similar companies] at your stage, and the #1 thing I hear is "[common challenge at this stage]."
Curious if that resonates? Would love to share what [similar customer] did when they hit this growth phase.
[Your name]
**Personalization Points:**
- Amount raised
- Stated use of funds
- Similar stage customers
- Their specific challenge
**Sequence:**
- Day 0: Email (above)
- Day 2: LinkedIn connect
- Day 4: Follow-up email
- Day 7: LinkedIn voice note
- Day 10: Final attempt
---
### Signal 2: Key Hire
**Signal Type:** VP Sales or CRO Hired
**Strength:** Very Strong
**Response Window:** 2-4 weeks post-start
**Why It Matters:**
- New leaders make changes in first 90 days
- They bring fresh perspective
- Often allocated budget for new tools
- Eager to make impact
**Outreach Template:**
Subject: Welcome to [Company], [FirstName]
Hi [FirstName],
Saw you just joined [Company] as [Title]—congrats! The move from [Previous Company] to [Company] looks like a great fit.
Quick question: what's on your 90-day priority list?
I ask because a lot of new [Titles] I talk to are focused on [common priority], and we help with exactly that.
No pitch—just curious if that's on your radar.
[Your name]
**Timing:**
- Week 2-3 after start date
- Avoid first week (onboarding chaos)
- Before 90-day planning locked in
---
### Signal 3: G2 Category Research
**Signal Type:** Product Research Intent
**Strength:** Strong
**Response Window:** Immediate
**Why It Matters:**
- Active buying signal
- They're comparing solutions
- Decision timeline is short
- First mover advantage
**Outreach Template:**
Subject: Saw you're researching [Category]
Hi [FirstName],
I noticed [Company] has been looking into [Category] solutions.
Rather than add to the noise, I'll just say: we work with [X] companies like [Similar Customer], and the main reason they chose us was [key differentiator].
If you're still evaluating, happy to share a quick comparison or even just the questions you should be asking vendors (even if you don't pick us).
Worth a 15-minute call?
[Your name]
**Urgency:** High—competitors seeing same signal
Example 2: Signal Analysis
Input:
Analyze these signals for TargetCo:
Recent signals:
1. Series B funding ($25M) announced yesterday
2. Posted VP Sales job 2 weeks ago
3. Showing on G2 for "sales engagement" category
4. CEO posted about "scaling the sales team" last week
5. Currently uses Salesforce (good fit)
Output:
## Signal Analysis: TargetCo
### Signal Summary
| Signal | Type | Strength | Recency |
|--------|------|----------|---------|
| Series B ($25M) | Funding | 🔥 Very Strong | Yesterday |
| VP Sales posting | Hiring | 🔥 Very Strong | 2 weeks |
| G2 research | Intent | 🔥 Strong | Active |
| CEO post on scaling | Social | 🟢 Medium | Last week |
| Salesforce user | Tech | 🟢 Good fit | Current |
### Composite Score: 95/100 🎯 IMMEDIATE ACTION
---
### Signal Interpretation
**1. Series B + VP Sales = Perfect Storm**
- Money is available (Series B)
- They're building sales leadership (VP Sales)
- New VP will want to bring tools (90-day window)
- This is the exact moment to engage
**2. G2 Research = Active Buyer**
- They're not just thinking about it
- They're actively evaluating solutions
- Decision timeline: likely 30-60 days
- Competitors are also seeing this signal
**3. CEO Public Signal = Top-Down Priority**
- CEO talking about scaling = company priority
- Budget will be allocated
- Leadership alignment likely
---
### Recommended Approach
**Timing:** Engage TODAY
This combination of signals is rare. Every day delayed = competitor advantage.
**Multi-Channel Attack:**
**Day 0 (Today):**
- [ ] Email CEO with funding congrats
- [ ] Email VP Sales job inbox (if can find)
- [ ] LinkedIn connection to CEO
- [ ] LinkedIn connection to current Head of Sales
**Day 1:**
- [ ] Follow-up to anyone who opened
- [ ] LinkedIn voice note to CEO
**Day 3:**
- [ ] Second email with customer proof point
- [ ] Find other contacts in sales org
**Day 7:**
- [ ] Final push before VP Sales hire arrives
---
### Outreach Template (Priority)
Subject: Re: Series B + sales team scaling
Hi [CEO Name],
Congrats on the Series B! $25M to scale the team is exciting.
I noticed you're also hiring a VP Sales and researching sales engagement tools on G2—that's a perfect trifecta for building a world-class sales org.
Quick thought: a lot of CEOs I talk to say their biggest regret was waiting until the VP joined to evaluate tools. The VP inherits whatever you've already decided, and you lose 30-60 days.
Would you want to see what [Similar Company] did before their VP started? 15 minutes?
[Your name]
---
### Competitive Alert
**Assumption:** Competitors see same G2 signal.
**Response:**
- Move faster than competition
- Lead with insight, not pitch
- Offer value before they engage others
- Name-drop similar customers
---
### Success Probability
| Scenario | Probability |
|----------|-------------|
| Meeting booked in 7 days | 35% |
| Meeting booked in 30 days | 55% |
| Eventual opportunity | 70% |
| No engagement | 30% |
**Why High Probability:**
- Multiple strong signals aligned
- Timing is perfect
- Tech fit confirmed
- Active research behavior
Skill Boundaries
What This Skill Does Well
- Categorizing signal types
- Creating response playbooks
- Interpreting signal combinations
- Prioritizing outreach timing
What This Skill Cannot Do
- Access signal databases
- Monitor signals automatically
- Know internal buying dynamics
- Guarantee signal accuracy
When to Escalate to Human
- Strategic accounts
- Signal interpretation unclear
- Competitive situation
- Executive engagement
References
- Bombora Intent Data Methodology
- 6sense Buying Signal Research
- ZoomInfo Intent Data Guide
- SalesLoft Signal-Based Selling
Related Skills
icp-matching- Qualify signal accountsoutbound-sequencer- Build signal sequencesprospecting-research- Deep dive on signals
Skill Metadata
- Domain: SDR Automation
- Complexity: Intermediate
- Mode: cyborg
- Time to Value: 30 min per signal playbook
- Prerequisites: Signal source access
GitHub Repository
Related Skills
llamaguard
OtherLlamaGuard is Meta's 7-8B parameter model for moderating LLM inputs and outputs across six safety categories like violence and hate speech. It offers 94-95% accuracy and can be deployed using vLLM, Hugging Face, or Amazon SageMaker. Use this skill to easily integrate content filtering and safety guardrails into your AI applications.
cost-optimization
OtherThis Claude Skill helps developers optimize cloud costs through resource rightsizing, tagging strategies, and spending analysis. It provides a framework for reducing cloud expenses and implementing cost governance across AWS, Azure, and GCP. Use it when you need to analyze infrastructure costs, right-size resources, or meet budget constraints.
quantizing-models-bitsandbytes
OtherThis skill quantizes LLMs to 8-bit or 4-bit precision using bitsandbytes, achieving 50-75% memory reduction with minimal accuracy loss. It's ideal for running larger models on limited GPU memory or accelerating inference, supporting formats like INT8, NF4, and FP4. The skill integrates with HuggingFace Transformers and enables QLoRA training and 8-bit optimizers.
dispatching-parallel-agents
OtherThis Claude Skill dispatches multiple agents to investigate and fix 3+ independent problems concurrently. It is designed for scenarios involving unrelated failures that can be resolved without shared state or dependencies. The core capability is parallel problem-solving, assigning one agent per independent problem domain to maximize efficiency.
