Systems Lab

Agent skill

signal-radar

Continuous macro-market signal detection and classification engine that surfaces emerging trends, threats, and whitespace opportunities.

slowingSelf-containedInstructions only595 words

Filed under Prospecting and list building.

From varunk130/ai-gtm-skill-library · 31 skills · 5 · pushed 2026-07-31

What it does when it runs

Continuous macro-market signal detection and classification engine that surfaces emerging trends, threats, and whitespace opportunities. Use when: market signals, market intelligence, trend analysis, emerging threats, market monitoring, what is changing in our market.

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git clone --depth 1 --filter=blob:none --sparse https://github.com/varunk130/ai-gtm-skill-library.git /tmp/ai-gtm-skill-library
git -C /tmp/ai-gtm-skill-library sparse-checkout set "gtm-skills/signal-radar"
mkdir -p ~/.claude/skills/signal-radar
cp -R "/tmp/ai-gtm-skill-library/gtm-skills/signal-radar/." ~/.claude/skills/signal-radar/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from varunk130/ai-gtm-skill-library/blob/90e878c73a8fbfd1cab864424ccf674fdc889157/gtm-skills/signal-radar/SKILL.md, which is licensed MIT (repository). 595 words, 11 headings.

Signal Radar (PULSE Framework)

Detect, classify, and score macro-market signals before competitors act. Surfaces technology shifts, regulatory changes, buyer behavior evolution, and ecosystem dynamics.

When to Use

  • Quarterly strategic planning
  • Pre-launch market assessment
  • Competitive threat monitoring
  • New market entry evaluation
  • Board-level market briefings

What You'll Need

Critical inputs (ask if not provided):

  • Industry/market to monitor
  • Product category or domain
  • Known competitors (top 3-5)

Nice-to-have:

  • Recent analyst reports or news
  • Internal customer feedback themes
  • Current strategic priorities

Process

Step 1: Signal Collection

Classify every market signal into 5 vectors:

VectorWhat It TracksExamples
T-Signals (Technology)New protocols, platforms, standards, AI capabilities"New foundation model released", "New API standard adopted"
R-Signals (Regulatory)Compliance mandates, policy changes, industry standards"GDPR enforcement update", "AI regulation passed"
B-Signals (Buyer behavior)Purchasing patterns, channel preferences, budget shifts"Buyers demanding self-serve trials", "CFO approval now required"
E-Signals (Ecosystem)Partner moves, supply chain changes, platform updates"Company A acquires competitor", "Company B launches competing service"
C-Signals (Cultural)Workforce trends, social attitudes, macro-economic shifts"Remote work permanent", "AI trust concerns rising"

For each signal found, document:

  • Signal description (what happened)
  • Source and date
  • Vector classification (T/R/B/E/C)
  • Initial relevance assessment

Step 2: PULSE Scoring

Score each signal on 5 dimensions (1-10):

DimensionWhat It MeasuresScoring Guide
PatternIs this a one-off or repeating pattern?1=isolated event, 5=emerging trend, 10=established pattern
UrgencyTime horizon before impact1=years away, 5=6-12 months, 10=imminent (under 3 months)
LeverageHow much can we exploit this?1=no fit, 5=moderate advantage, 10=perfect strategic fit
ScopeHow many segments/geos affected?1=niche, 5=our core market, 10=entire industry
EvidenceQuality of supporting data1=rumor, 5=multiple credible sources, 10=confirmed with data

PULSE Composite = (P x 0.15) + (U x 0.25) + (L x 0.25) + (S x 0.15) + (E x 0.20)

Classification:

  • 7.5+ = Critical Watch (act now or prepare immediately)
  • 5.0-7.4 = Monitor (track weekly, prepare contingencies)
  • Below 5.0 = Archive (log for future reference)

Step 3: Convergence Mapping

Overlay all Critical Watch signals to find convergence zones:

  • Where do 3+ signals from DIFFERENT vectors intersect?
  • Convergence zones represent the highest-opportunity (or highest-threat) areas
  • Document each convergence with the contributing signals and the combined implication

Step 4: Implication Chains

For each Critical Watch signal, trace cascading effects:

  • 1st order: Direct impact on our market/product
  • 2nd order: How customers/competitors will respond
  • 3rd order: New opportunities or threats that emerge from responses

Format: IF [signal] THEN [1st order] THEREFORE [2nd order] WHICH MEANS [3rd order]

Output

Save to outputs/signal-radar-[YYYY-MM-DD].md

Deliverables:

  1. Signal Dashboard: Table of all signals with PULSE scores, sorted by composite score, with trend arrows
  2. Convergence Map: Visual overlay showing where multiple vectors intersect, highlighting whitespace or threat zones
  3. Implication Chains: For each Critical Watch signal, the IF-THEN-THEREFORE chain
  4. Executive Summary: 1-page brief with "Act Now / Prepare / Watch" categorization

Chain Connections

  • Next skill: Run whitespace-finder with these signals to discover specific product opportunities
  • Also feeds: battle-scanner (signals inform competitive threat landscape), demand-engine (signals identify timing windows)
  • Enhanced by: Run after jtbd-extractor to overlay customer jobs onto signal analysis

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

Need help setting it up?

This page tells you what signal-radar does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

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