radian-layer-41-seo-content-marketing-skill-suite

Radian Layer 41 SEO & Content Marketing Skill Suite

Skill by ara.so — Marketing Skills collection.

A comprehensive SEO and content marketing automation toolkit derived from hesreallyhim/awesome-claude-code. Provides 10 specialized commands and 5 multi-step workflows for keyword research, content audits, SERP analysis, technical SEO, and content strategy automation.

What This Does

This skill suite equips AI agents with domain-specific SEO and content marketing capabilities:

• Keyword Research: Clustering, opportunity scoring, SERP intent mapping
• Content Audits: Quality scoring, duplication detection, cannibalization reports
• Technical SEO: Crawl budget analysis, Core Web Vitals, schema markup validation
• Competitor Analysis: Backlink gaps, topic gaps, featured snippet opportunities
• Content Generation: AI-powered briefs, outlines, NLP term extraction
• Monitoring: Rank tracking, volatility alerts, CTR optimization
• Link Building: Prospecting, DA/DR filtering, outreach template generation
• Performance: Page speed diagnosis mapped to ranking impact
• Local SEO: NAP consistency, GMB optimization, citation audits
• Planning: Data-driven editorial calendars with seasonality analysis

Installation

# Clone into Claude Code skills directory
git clone https://github.com/RadianLayer41/r01-hesreallyhim-awesome-claude-code-seo.git \
  ~/.claude/skills/radian-seo-marketing

# Or copy into your agent's skills path
cp -r r01-hesreallyhim-awesome-claude-code-seo ~/.cursor/skills/seo-marketing

Register the Skill

In your AI coding session:

# Claude Code
/read ~/.claude/skills/radian-seo-marketing/SKILL.md

# Cursor
@skills import ~/.cursor/skills/seo-marketing

# Cody
/skills load seo-marketing

Core Commands

1. Keyword Research

Deep keyword clustering with SERP intent mapping and opportunity scoring.

# Basic usage
/keyword-research "project management software"

# Advanced with filters
/keyword-research "project management software" \
  --min-volume 500 \
  --max-difficulty 40 \
  --intent commercial \
  --output json

# Export to CSV
/keyword-research "SaaS tools" --export keywords.csv

Output Structure:

┌─────────────────────────┬────────┬────────┬──────────┬──────────┐
│ Keyword                 │ Volume │ KD     │ Intent   │ Priority │
├─────────────────────────┼────────┼────────┼──────────┼──────────┤
│ best project management │ 14,800 │   38   │ Comm.    │   🔴 High │
│ project management tool │  8,100 │   42   │ Comm.    │   🟠 Med  │
│ free project software   │  4,400 │   29   │ Info     │   🟢 Low  │
└─────────────────────────┴────────┴────────┴──────────┴──────────┘

2. Content Audit

Full-site content quality analysis with duplication and cannibalization detection.

# Full site audit
/content-audit --scope full --domain example.com

# Specific path
/content-audit --path /blog --min-quality 60

# Export findings
/content-audit --output audit-report.md --format markdown

Example Output:

## Content Audit Results — example.com

**Pages Analyzed:** 1,204 | **Issues Found:** 347 | **Score:** 72/100

### Critical Issues (🔴)
- 24 pages with thin content (<300 words)
- 8 duplicate title tags
- 12 pages cannibalized by similar content

### Recommendations
- [ ] Consolidate 12 cannibalizing pages into 4 authoritative guides
- [ ] Expand 24 thin pages to 800+ words or noindex
- [ ] Rewrite 8 duplicate titles with unique value props

3. Technical SEO Audit

Crawl budget, Core Web Vitals, schema markup, and indexability analysis.

# Full technical audit
/technical-seo https://example.com

# Specific checks
/technical-seo https://example.com \
  --checks crawlability,schema,vitals \
  --output technical-seo.json

# Mobile-first audit
/technical-seo https://example.com --mobile --user-agent googlebot-mobile

Structured Output:

╔══════════════════════════════════════════════════╗
║  Technical SEO Audit  —  example.com             ║
╠══════════════════════════════════════════════════╣
║  Crawling sitemap …    [██████████] 100%  ✓      ║
║  Checking robots.txt … [██████████] 100%  ✓      ║
║  Validating schema …   [████████░░]  80%  ⚠      ║
║  Core Web Vitals …     [██████████] 100%  ✓      ║
╚══════════════════════════════════════════════════╝

┌──────────────────┬──────────┬──────────┬──────────┐
│ Metric           │ Current  │ Target   │ Status   │
├──────────────────┼──────────┼──────────┼──────────┤
│ LCP              │   2.1s   │  <2.5s   │  ✓ Pass  │
│ FID              │    45ms  │ <100ms   │  ✓ Pass  │
│ CLS              │   0.08   │  <0.1    │  ✓ Pass  │
│ Indexed pages    │  1,204   │  1,505   │  ⚠ 80%   │
│ Schema coverage  │    892   │  1,204   │  ⚠ 74%   │
└──────────────────┴──────────┴──────────┴──────────┘

4. Competitor Gap Analysis

Backlink gap, topic gap, and featured snippet opportunity analysis.

# Compare against competitors
/competitor-gap --target example.com \
  --competitors competitor1.com,competitor2.com,competitor3.com

# Topic gap only
/competitor-gap --target example.com \
  --competitors competitor1.com \
  --analysis topic-gap

# Export opportunities
/competitor-gap --target example.com \
  --competitors competitor1.com \
  --export gap-opportunities.csv

Usage Pattern:

// Programmatic usage via API
const { competitorGap } = require('radian-seo-marketing');

const analysis = await competitorGap({
  target: 'example.com',
  competitors: ['competitor1.com', 'competitor2.com'],
  metrics: ['backlinks', 'topics', 'snippets'],
  minDR: 40
});

console.log(`Found ${analysis.backlink_gaps.length} backlink opportunities`);
console.log(`Found ${analysis.topic_gaps.length} content gaps`);

5. Content Brief Generator

AI-generated SEO content brief with outline, NLP terms, and word count targets.

# Generate brief
/content-brief "how to choose project management software"

# With competitor analysis
/content-brief "project management best practices" \
  --analyze-serp \
  --top-n 10 \
  --include-questions

# Export as template
/content-brief "SaaS onboarding guide" \
  --template markdown \
  --output brief-onboarding.md

Example Brief Output:

# Content Brief: How to Choose Project Management Software

## Target Keyword
**Primary:** how to choose project management software
**Volume:** 2,900/mo | **KD:** 35 | **Intent:** Informational

## Recommended Structure
1. Introduction (150 words)
2. Key Features to Look For (800 words)
   - Task management capabilities
   - Collaboration tools
   - Reporting and analytics
   - Integration options
3. Evaluation Checklist (400 words)
4. Top Tools Comparison (600 words)
5. Conclusion & Next Steps (200 words)

**Target Length:** 2,150–2,500 words

## NLP Terms to Include
- project tracking, team collaboration, workflow automation
- Gantt charts, Kanban boards, sprint planning
- resource allocation, time tracking, budget management

## Questions to Answer
- What features should I prioritize?
- How much does project management software cost?
- What's the difference between Asana and Monday?

6. SERP Monitor

Daily rank tracking with volatility alerts and CTR optimization tips.

# Track keywords
/serp-monitor --keywords "seo tools,keyword research,rank tracker" \
  --domain example.com \
  --frequency daily

# Set up alerts
/serp-monitor --keywords keywords.csv \
  --domain example.com \
  --alert-threshold 3 \
  --notify-email ${ALERT_EMAIL}

# Historical comparison
/serp-monitor --keywords "seo audit" \
  --domain example.com \
  --compare 30-days-ago

Alert Configuration:

# serp-monitor-config.yml
domain: example.com
keywords:
  - seo tools
  - keyword research tool
  - rank tracking software

alerts:
  volatility_threshold: 3  # positions
  notification:
    email: ${ALERT_EMAIL}
    slack_webhook: ${SLACK_WEBHOOK}
  
frequency: daily
retain_history: 90-days

7. Link Prospecting

Quality backlink prospect list with DA/DR filters and outreach templates.

# Find prospects
/link-prospecting --topic "project management" \
  --min-dr 40 \
  --max-dr 80 \
  --types guest-post,resource-page

# Export with contact info
/link-prospecting --topic "SaaS marketing" \
  --include-contacts \
  --export prospects.csv

# Generate outreach templates
/link-prospecting --topic "content marketing" \
  --generate-templates \
  --tone professional

Prospecting Output:

┌─────────────────────────┬─────┬──────────────────┬─────────────┐
│ Prospect                │ DR  │ Opportunity      │ Contact     │
├─────────────────────────┼─────┼──────────────────┼─────────────┤
│ marketingblog.com/res.. │  64 │ Resource page    │ ✓ Found     │
│ saasinsider.io/contrib..│  58 │ Guest post       │ ✓ Found     │
│ projectmgmt.guide/links │  52 │ Link roundup     │ ⚠ Manual    │
└─────────────────────────┴─────┴──────────────────┴─────────────┘

**Outreach Template (Guest Post):**

Subject: Guest Post Idea for [Site Name]

Hi [First Name],

I've been following [Site Name] and loved your recent piece on [Topic].

I'd like to contribute a guest post on [Specific Topic] that would 
complement your existing content on [Related Topic].

Proposed outline:
- [Point 1]
- [Point 2]
- [Point 3]

Let me know if this interests you!

Best,
[Your Name]

8. Page Speed SEO Audit

Render-blocking, LCP, CLS, FID diagnosis mapped to ranking impact.

# Analyze page speed
/page-speed-seo https://example.com/page

# Mobile-specific
/page-speed-seo https://example.com \
  --device mobile \
  --connection 4g

# Batch analysis
/page-speed-seo --urls urls.txt \
  --output speed-report.json

Performance Impact Mapping:

╔══════════════════════════════════════════════════╗
║  Page Speed SEO  —  example.com/blog/post        ║
╠══════════════════════════════════════════════════╣
║  Performance Score: 68/100  —  ⚠ Needs Work      ║
╚══════════════════════════════════════════════════╝

┌────────────────────┬──────────┬──────────┬──────────────┐
│ Metric             │ Current  │ Target   │ SEO Impact   │
├────────────────────┼──────────┼──────────┼──────────────┤
│ LCP                │   3.8s   │  <2.5s   │  🔴 High     │
│ FID                │    180ms │ <100ms   │  🟠 Medium   │
│ CLS                │   0.15   │  <0.1    │  🟠 Medium   │
│ Render-blocking    │    8 res │    0     │  🔴 High     │
└────────────────────┴──────────┴──────────┴──────────────┘

### Fixes Prioritized by Ranking Impact

🔴 **Critical (Est. +12% ranking potential)**
- [ ] Defer 8 render-blocking JS resources → -1.2s LCP
- [ ] Preload LCP image → -0.8s LCP

🟠 **Important (Est. +6% ranking potential)**
- [ ] Fix layout shift in header → -0.08 CLS
- [ ] Reduce JS execution time → -90ms FID

9. Local SEO Audit

NAP consistency, Google Business Profile optimization, and local citation audit.

# Full local audit
/local-seo --business "Acme Plumbing" \
  --location "Seattle, WA" \
  --gmb-id ${GMB_ID}

# NAP consistency check
/local-seo --business "Acme Plumbing" \
  --check nap-consistency \
  --citations 100

# Citation opportunities
/local-seo --business "Acme Plumbing" \
  --location "Seattle, WA" \
  --find-citations \
  --category plumbing

Local SEO Output:

## Local SEO Audit — Acme Plumbing (Seattle, WA)

### NAP Consistency: 82% ⚠

**Inconsistencies Found:**
- Yelp: "Acme Plumbing LLC" vs. "Acme Plumbing"
- YellowPages: Phone (206) 555-0100 vs. (206) 555-0101
- Manta: Missing suite number in address

### Google Business Profile Score: 76/100

**Optimization Opportunities:**
- [ ] Add 15+ photos (current: 8)
- [ ] Respond to 4 unanswered reviews
- [ ] Complete all attributes (current: 12/18)
- [ ] Add Q&A section (current: 0 questions)

### Citation Opportunities (23 found)

| Directory          | DA | Status      |
|--------------------|----|-------------|
| HomeAdvisor        | 91 | Not listed  |
| Angi               | 88 | Not listed  |
| Porch              | 72 | Listed ✓    |

10. Content Calendar Generator

Data-driven editorial calendar built from search demand and seasonality.

# Generate calendar
/content-calendar --topic "content marketing" \
  --duration 90-days \
  --frequency 2-per-week

# Include seasonality
/content-calendar --topic "tax software" \
  --duration 12-months \
  --analyze-seasonality \
  --export calendar.csv

# Team assignment
/content-calendar --topics topics.yml \
  --duration 60-days \
  --assign-team team.json

Calendar Output:

# Content Calendar — Content Marketing (Q1 2026)

## Week 1 (Jan 6-12)
### 📅 Monday, Jan 6
**Topic:** Content Marketing Trends 2026
- **Keyword:** content marketing trends (vol: 3,600, KD: 45)
- **Search Demand:** ↗ Rising +40% (seasonal peak)
- **Format:** Listicle (2,200 words)
- **Assigned:** Sarah M.

### 📅 Thursday, Jan 9
**Topic:** How to Build a Content Strategy
- **Keyword:** content strategy guide (vol: 1,900, KD: 38)
- **Search Demand:** → Stable
- **Format:** How-to guide (2,800 words)
- **Assigned:** Mike T.

## Week 2 (Jan 13-19)
### 📅 Monday, Jan 13
**Topic:** Content Distribution Channels Comparison
- **Keyword:** content distribution (vol: 2,400, KD: 42)
- **Search Demand:** ↗ Rising +15%
- **Format:** Comparison (1,800 words)
- **Assigned:** Sarah M.

Workflows (Multi-Step)

Full SEO Sprint

12-step end-to-end SEO campaign from audit to execution.

# Launch full sprint
/workflows:full-seo-sprint example.com --scope comprehensive

# Custom sprint
/workflows:full-seo-sprint example.com \
  --steps audit,keywords,content,technical \
  --duration 4-weeks

Sprint Steps:

1. Technical audit
2. Content audit
3. Keyword research
4. Competitor gap analysis
5. Content mapping
6. On-page optimization plan
7. Technical fix prioritization
8. Link-building strategy
9. Content calendar creation
10. Implementation roadmap
11. KPI dashboard setup
12. Sprint retrospective

Launch SEO Checklist

Pre-launch SEO validation workflow.

# Pre-launch validation
/workflows:launch-seo staging.example.com \
  --production example.com \
  --checklist full

# Quick check
/workflows:launch-seo staging.example.com \
  --checklist critical-only

Checklist Items:

• Canonical tags point to production URLs
• Hreflang tags configured (if multi-language)
• XML sitemap generated and submitted
• Robots.txt allows crawling
• No staging URLs in sitemap
• All redirects (301) tested
• Schema markup validated
• Meta tags finalized (no "draft" titles)
• GA4 and GSC connected
• Core Web Vitals passing

Content Refresh Workflow

Identify and refresh underperforming pages to recover rankings.

# Find refresh candidates
/workflows:content-refresh example.com \
  --decline-threshold 5-positions \
  --timeframe 90-days

# Execute refresh
/workflows:content-refresh example.com \
  --pages pages-to-refresh.csv \
  --generate-briefs

Workflow Steps:

1. Identify pages with ranking decline (5+ positions)
2. Analyze SERP changes and intent shifts
3. Audit content freshness and comprehensiveness
4. Generate updated content briefs
5. Create refresh checklist per page
6. Track re-indexing and ranking recovery

Authority Building Campaign

End-to-end digital PR and link-building workflow.

# Launch campaign
/workflows:authority-building \
  --topic "project management best practices" \
  --target-dr-increase 15 \
  --duration 90-days

# Track progress
/workflows:authority-building --campaign-id abc123 --status

Campaign Phases:

1. Research: Identify linkable assets and content gaps
2. Creation: Build 10x content (ultimate guides, research, tools)
3. Prospecting: Find 200+ high-quality link prospects
4. Outreach: Execute email campaigns with templates
5. Promotion: Amplify via digital PR and social
6. Monitoring: Track backlink acquisition and DR growth
7. Reporting: Monthly progress reports

AI Content Pipeline

Keyword → brief → draft → optimize → publish automation.

# Set up pipeline
/workflows:ai-content-pipeline \
  --keywords keywords.csv \
  --auto-generate-briefs \
  --auto-draft \
  --review-mode manual

# Fully automated (use with caution)
/workflows:ai-content-pipeline \
  --keywords keywords.csv \
  --auto-publish \
  --cms wordpress \
  --api-key ${WP_API_KEY}

Pipeline Configuration:

# ai-content-pipeline.yml
input:
  keywords_source: keywords.csv
  priority_filter: high,medium

generation:
  brief_template: seo-brief-v2
  draft_model: claude-3-opus
  tone: professional
  min_word_count: 1500

optimization:
  include_nlp_terms: true
  internal_linking: auto
  image_suggestions: true
  schema_markup: auto-generate

review:
  mode: manual  # or auto-approve
  quality_threshold: 85

publishing:
  cms: wordpress
  api_endpoint: ${WP_API_URL}
  api_key: ${WP_API_KEY}
  status: draft  # or publish
  category: blog

Configuration

Environment Variables

# Required for API integrations
export SEO_MARKETING_API_KEY="your-api-key"
export GOOGLE_SEARCH_CONSOLE_CREDENTIALS="path/to/credentials.json"
export AHREFS_API_KEY="your-ahrefs-key"
export SEMRUSH_API_KEY="your-semrush-key"

# Optional integrations
export SLACK_WEBHOOK="https://hooks.slack.com/..."
export ALERT_EMAIL="alerts@example.com"
export WP_API_URL="https://example.com/wp-json"
export WP_API_KEY="your-wordpress-key"

# Configuration
export SEO_MARKETING_CONFIG_PATH="~/.config/seo-marketing"
export SEO_MARKETING_OUTPUT_FORMAT="markdown"  # or json, csv

Global Configuration File

Create ~/.config/seo-marketing/config.yml:

# Global settings
defaults:
  output_format: markdown
  progress_bars: true
  color_output: true

# API credentials (prefer env vars)
apis:
  google_search_console:
    credentials_path: ${GOOGLE_SEARCH_CONSOLE_CREDENTIALS}
  ahrefs:
    api_key: ${AHREFS_API_KEY}
  semrush:
    api_key: ${SEMRUSH_API_KEY}

# Command defaults
commands:
  keyword_research:
    min_volume: 100
    max_difficulty: 60
    default_country: us
  
  content_audit:
    min_quality_score: 60
    check_duplicates: true
    check_cannibalization: true
  
  technical_seo:
    check_schema: true
    check_vitals: true
    mobile_first: true

# Workflows
workflows:
  full_seo_sprint:
    duration_weeks: 4
    include_competitor_analysis: true
  
  content_refresh:
    decline_threshold_positions: 5
    timeframe_days: 90

# Notifications
notifications:
  slack:
    webhook_url: ${SLACK_WEBHOOK}
    enabled: true
  
  email:
    smtp_server: smtp.gmail.com
    smtp_port: 587
    from_address: ${ALERT_EMAIL}
    enabled: false

Common Patterns

Pattern 1: Monthly SEO Reporting

#!/bin/bash
# monthly-seo-report.sh

DOMAIN="example.com"
MONTH=$(date +%Y-%m)
OUTPUT_DIR="./reports/$MONTH"

mkdir -p "$OUTPUT_DIR"

# Run core audits
/technical-seo "$DOMAIN" --output "$OUTPUT_DIR/technical.json"
/content-audit --domain "$DOMAIN" --output "$OUTPUT_DIR/content.md"
/serp-monitor --domain "$DOMAIN" --compare 30-days-ago --export "$OUTPUT_DIR/rankings.csv"

# Competitor tracking
/competitor-gap --target "$DOMAIN" \
  --competitors competitors.txt \
  --export "$OUTPUT_DIR/gaps.csv"

# Consolidate report
echo "# SEO Report — $MONTH" > "$OUTPUT_DIR/report.md"
cat "$OUTPUT_DIR/technical.json" "$OUTPUT_DIR/content.md" >> "$OUTPUT_DIR/report.md"

# Send notification
curl -X POST "$SLACK_WEBHOOK" \
  -H 'Content-Type: application/json' \
  -d "{\"text\":\"SEO report for $MONTH ready: $OUTPUT_DIR/report.md\"}"

Pattern 2: New Content Workflow

// new-content-workflow.js
const { contentBrief, aiContentPipeline } = require('radian-seo-marketing');

async function createNewContent(keyword) {
  // 1. Generate brief
  const brief = await contentBrief({
    keyword: keyword,
    analyzeSERP: true,
    topN: 10,
    includeQuestions: true
  });
  
  console.log(`Brief created: ${brief.wordCount} words recommended`);
  
  // 2. Generate draft
  const draft = await aiContentPipeline.generate({
    brief: brief,
    tone: 'professional',
    includeNLPTerms: true,
    internalLinking: 'auto'
  });
  
  console.log(`Draft created: ${draft.wordCount} words`);
  
  // 3. Optimize
  const optimized = await aiContentPipeline.optimize(draft, {
    minQualityScore: 85,
    addSchema: true,
    suggestImages: true
  });
  
  console.log(`Optimization score: ${optimized.score}/100`);
  
  // 4. Save for review
  await optimized.save({
    path: `./drafts/${keyword.replace(/\s+/g, '-')}.md`,
    status: 'review'
  });
  
  return optimized;
}

// Usage
createNewContent('how to do keyword research')
  .then(content => console.log('Content ready for review'))
  .catch(err => console.error(err));

Pattern 3: Automated Link Prospecting

# link_prospecting_automation.py
from radian_seo_marketing import link_prospecting, outreach

def run_link_campaign(topic, target_links=50):
    # Find prospects
    prospects = link_prospecting.find(
        topic=topic,
        min_dr=40,
        max_dr=80,
        types=['guest-post', 'resource-page'],
        include_contacts=True
    )
    
    print(f"Found {len(prospects)} prospects")
    
    # Filter and prioritize
    qualified = [p for p in prospects if p.has_contact and p.relevance > 0.7]
    qualified.sort(key=lambda x: x.dr, reverse=True)
    
    # Generate personalized outreach
    for prospect in qualified[:target_links]:
        template = outreach.generate_template(
            prospect=prospect,
            tone='professional',
            personalize=True
        )
        
        # Save for review
        outreach.save_draft(
            prospect=prospect,
            template=template,
            path=f'./outreach/{prospect.domain}.txt'
        )
    
    # Create tracking sheet
    outreach.export_csv(
        prospects=qualified[:target_links],
        path='./outreach/prospects.csv',
        include_fields=['domain', 'dr', 'contact', 'opportunity', 'template']
    )
    
    print(f"Outreach templates ready: ./outreach/")

# Run campaign
run_link_campaign('content marketing tools', target_links=50)

Pattern 4: Page Speed Monitoring

#!/bin/bash
# page-speed-monitor.sh

URLS_FILE="critical-pages.txt"
THRESHOLD=75  # Minimum acceptable score
ALERT_WEBHOOK="${SLACK_WEBHOOK}"

while IFS= read -r url; do
  echo "Checking: $url"
  
  score=$(/page-speed-seo "$url" --format json | jq '.performance_score')
  
  if [ "$score" -lt "$THRESHOLD" ]; then
    # Alert on low scores
    message="⚠️ Page speed alert: $url scored $score/100 (threshold: $THRESHOLD)"
    curl -X POST "$ALERT_WEBHOOK" \
      -H 'Content-Type: application/json' \
      -d "{\"text\":\"$message\"}"
    
    # Generate detailed report
    /page-speed-seo "$url" --output "speed-issues-$(date +%s).json"
  else
    echo "✓ $url passed ($score/100)"
  fi
  
  sleep 2  # Rate limiting
done < "$URLS_FILE"

Troubleshooting

Issue: "API rate limit exceeded"

Cause: Too many requests to third-party APIs (Ahrefs, SEMrush, etc.)

Solution:

# Add rate limiting
/keyword-research "topic" --rate-limit 1-per-second

# Or use caching
/keyword-research "topic" --cache 24h --cache-dir ~/.cache/seo-marketing

Issue: "Google Search Console authentication failed"

Cause: Invalid or expired OAuth credentials

Solution:

# Re-authenticate
export GOOGLE_SEARCH_CONSOLE_CREDENTIALS="/path/to/credentials.json"

# Verify credentials
/technical-seo https://example.com --verify-gsc-access

# Manual OAuth flow
/auth:google-search-console --interactive

Issue: "Content audit taking too long"

Cause: Large site with 10,000+ pages

Solution:

# Use sampling
/content-audit --domain example.com --sample 1000

# Or incremental audit
/content-audit --domain example.com --path /blog --incremental

# Parallelize (requires API key for headless browser)
/content-audit --domain example.com --parallel 5 --api-key ${SEO_API_KEY}

Issue: "SERP data not updating"

Cause: Cache not invalidated or API data delay

Solution:

# Force refresh
/serp-monitor --keywords "keyword" --no-cache --force-refresh

# Check data source status
/serp-monitor --status

# Use alternative provider
/serp-monitor --keywords "keyword" --provider serpapi  # or brightdata

Issue: "Workflow stuck at step X"

Cause: Missing dependency or failed API call

Solution:

# Resume from specific step
/workflows:full-seo-sprint example