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Add community-scanner, seo-pipeline, and daily-news-content example skills#1

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community-scanner-example
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Add community-scanner, seo-pipeline, and daily-news-content example skills#1
hnykda wants to merge 3 commits intomainfrom
community-scanner-example

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@hnykda hnykda commented Feb 26, 2026

Summary

Adds three real-world example skills alongside the original add-numbers hello world, accompanying Posts 3-5 of the blog series.

community-scanner (Post 3)

  • Scan subreddits for people with data problems, classify with 13-question rubric, draft responses
  • Full pipeline: Scan → Classify → Propose → Report → PR
  • Agents: classifier (13 questions, 1-5 scoring), proposer (7-strategy taxonomy, SDK examples)
  • lib/scanner.py: Reddit JSON API fetcher with --with-comments enrichment

seo-pipeline (Post 4)

  • Read GSC data via MCP, analyze every page, propose title/description changes
  • Self-optimizing: tracks experiment history, measures outcomes, adapts suggestions
  • Agents: seo-page-analyzer (decision framework, title format rotation)
  • lib/seo_prepare.py: computes deltas, experiment outcomes, per-page input files

daily-news-content (Post 5)

  • Find news with data angles, discover datasets, run everyrow SDK, generate graphics
  • Dogfooding: calls our own rank/screen product to produce marketing content
  • Agents: news-finder (RSS), dataset-finder (routing table), sdk-runner (real everyrow patterns), graphics-generator (iterative SVG refinement, "never make bar charts")
  • lib/news_feeds.py: stdlib RSS/Atom feed fetcher

Files

  • 4 new skills (3 new SKILL.md files)
  • 7 new agents
  • 3 new Python utilities
  • Updated README with all 4 skills documented
  • Updated Helm values with all job schedules

🤖 Generated with Claude Code

hnykda and others added 2 commits February 26, 2026 15:42
Second example skill demonstrating a real-world pattern: scan Reddit
for people with data problems, classify with a structured rubric,
and create a PR with a report. Accompanies blog Post 3.

- .claude/skills/community-scanner/SKILL.md: 4-phase orchestrator
- .claude/agents/classifier.md: 5-question classification agent
- lib/scanner.py: Reddit JSON API fetcher (no auth required)
- README.md: updated with community-scanner docs
- deploy/chart/values.yaml: added community-scanner job

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- SKILL.md: add pipeline diagram, all 5 phases (scan/classify/propose/
  report/PR), 13-question classifier rubric inline, strategy taxonomy,
  learnings section, error recovery, JSON output formats
- classifier.md: full 13 questions with product understanding, scoring
  rubric with what-scores-low/high guidance, output format
- proposer.md: new agent with 7-strategy taxonomy, SDK code examples
  for dedupe/merge/rank, draft response guidelines
- scanner.py: add --with-comments flag for thread enrichment, comment
  fetching via permalink .json endpoint, rate limiting
- README.md: updated file tree with proposer agent

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
req = urllib.request.Request(url, headers={"User-Agent": USER_AGENT})
try:
with urllib.request.urlopen(req, timeout=30) as resp:
return json.loads(resp.read().decode())

This comment was marked as outdated.

seo-pipeline: MCP-based GSC data collection, per-page analyzer agents
with experiment history tracking, decision framework (aggressive on
product pages, conservative on performing research), seo_prepare.py
utility for computing deltas and experiment outcomes.

daily-news-content: news-finder (RSS), dataset-finder (Wikipedia/gov),
sdk-runner (real everyrow rank/screen patterns), graphics-generator
(iterative SVG refinement, styles menu, "never make bar charts"),
news_feeds.py RSS fetcher utility.

Repo now has 4 example skills: add-numbers, community-scanner,
seo-pipeline, daily-news-content.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@hnykda hnykda changed the title Add community-scanner example skill Add community-scanner, seo-pipeline, and daily-news-content example skills Feb 26, 2026
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