Track buying signals like funding announcements, job postings, tech changes, and company news to identify sales-ready prospects
npx skills add https://github.com/guia-matthieu/clawfu-skills --skill signal-monitoring
> Identify high-intent prospects by monitoring buying signals including funding events, hiring patterns, technology changes, and company triggers.
Based on Bombora Intent Data methodology and 6sense Buying Signal research, categorizing:
| 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 |
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 |
For each signal:
Signal Scoring:
Priority = Signal Strength × Recency × ICP Fit
Example:
- Series B (Strong) × This week (Fresh) × Tier 1 (Perfect)
- = High × High × High = TOP PRIORITY
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
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
icp-matching - Qualify signal accountsoutbound-sequencer - Build signal sequencesprospecting-research - Deep dive on signalsAssess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides migration from AKS Standard to AKS Automatic. WHEN: migrate to AKS Automatic, check AKS Automatic readiness, validate manifests for Automatic, assess cluster for Automatic compatibility, fix deployment for Automatic compatibility, identify AKS Automatic migration blockers, is my cluster ready for AKS Automatic.
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.
Take guia-matthieu/signal-monitoring from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.