Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
日本語の概要は準備中です。原文の説明を表示しています。
SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time. Git for SEO — baseline, diff, and track changes to your on-page SEO. Use when user says "SEO drift", "baseline", "track changes", "did anything break", "SEO regression", "compare SEO", "before and after", "monitor SEO changes", or "deployment check".
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Git for your SEO. Capture baselines, detect regressions, track changes over time.
| Command | Purpose |
|---|---|
/seo drift baseline <url> | Capture current SEO state as a "known good" snapshot |
/seo drift compare <url> | Compare current page state to stored baseline |
/seo drift history <url> | Show change history and past comparisons |
Every baseline records these SEO-critical elements:
| Element | Field | Source |
|---|---|---|
| Title tag | title | parse_html.py |
| Meta description | meta_description | parse_html.py |
| Canonical URL | canonical | parse_html.py |
| Robots directives | meta_robots | parse_html.py |
| H1 headings | h1 (array) | parse_html.py |
| H2 headings | h2 (array) | parse_html.py |
| H3 headings | h3 (array) | parse_html.py |
| JSON-LD schema | schema (array) | parse_html.py |
| Open Graph tags | open_graph (dict) | parse_html.py |
| Core Web Vitals | cwv (dict) | pagespeed_check.py |
| HTTP status code | status_code | fetch_page.py |
| HTML content hash | html_hash (SHA-256) | Computed |
| Schema content hash | schema_hash (SHA-256) | Computed |
The comparison engine applies 17 rules across 3 severity levels. Load
references/comparison-rules.md for the full rule set with thresholds,
recommended actions, and cross-skill references.
| Level | Meaning | Response Time |
|---|---|---|
| CRITICAL | SEO-breaking change, likely traffic loss | Immediate |
| WARNING | Potential impact, needs investigation | Within 1 week |
| INFO | Awareness only, may be intentional | Review at convenience |
All data is stored locally in SQLite:
~/.cache/seo-skills/drift/baselines.db
URL normalization ensures consistent matching: lowercase scheme/host, strip default ports (80/443), sort query parameters, remove UTM parameters, strip trailing slashes.
baselineCaptures the current state of a page and stores it.
Steps:
google_auth.validate_url())scripts/fetch_page.pyscripts/parse_html.pyscripts/pagespeed_check.py (use --skip-cwv to skip)Execution:
python scripts/drift_baseline.py <url>
python scripts/drift_baseline.py <url> --skip-cwv
Output: JSON with baseline ID, timestamp, URL, and summary of captured elements.
compareFetches the current page state and diffs it against the most recent baseline.
Steps:
--baseline-id)Execution:
python scripts/drift_compare.py <url>
python scripts/drift_compare.py <url> --baseline-id 5
python scripts/drift_compare.py <url> --skip-cwv
Output: JSON with all triggered rules, old/new values, severity, and actions.
After comparison, offer to generate an HTML report:
python scripts/drift_report.py <comparison_json_file> --output drift-report.html
historyShows all baselines and comparisons for a URL.
Execution:
python scripts/drift_history.py <url>
python scripts/drift_history.py <url> --limit 10
Output: JSON array of baselines (newest first) with timestamps and comparison summaries.
When drift is detected, recommend the appropriate specialized skill:
| Finding | Recommendation |
|---|---|
| Schema removed or modified | Run /seo schema <url> for full validation |
| CWV regression | Run /seo technical <url> for performance audit |
| Title or meta description changed | Run /seo page <url> for content analysis |
| Canonical changed or removed | Run /seo technical <url> for indexability check |
| Noindex added | Run /seo technical <url> for crawlability audit |
| H1/heading structure changed | Run /seo content <url> for E-E-A-T review |
| OG tags removed | Run /seo page <url> for social sharing analysis |
| Status code changed to error | Run /seo technical <url> for full diagnostics |
| Scenario | Action |
|---|---|
| URL unreachable | Report error from fetch_page.py. Do not guess state. Suggest user verify URL. |
| No baseline exists for URL | Inform user and suggest running baseline first. |
| SSRF blocked (private IP) | Report validate_url() rejection. Never bypass. |
| SQLite database missing | Auto-create on first use. No error. |
| CWV fetch fails (no API key) | Store null for CWV fields. Skip CWV rules during comparison. |
| Page returns 4xx/5xx | Still capture as baseline (status code IS a tracked field). |
| Multiple baselines exist | Use most recent unless --baseline-id specified. |
scripts/fetch_page.py which enforces SSRF protection
(blocks private IPs, loopback, reserved ranges, GCP metadata endpoints)?), never string interpolationverify=False anywhere in the pipeline/seo drift baseline https://example.com # Before deploy
# ... deploy happens ...
/seo drift compare https://example.com # After deploy
/seo drift baseline https://example.com # Initial capture
# ... weeks later ...
/seo drift compare https://example.com # Check for drift
/seo drift history https://example.com # Review all changes
/seo drift compare https://example.com # What changed?
/seo drift history https://example.com # When did it change?
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.
日本語の概要は準備中です。原文の説明を表示しています。
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
日本語の概要は準備中です。原文の説明を表示しています。
Format CVs for academic positions with publications, grants, and teaching
日本語の概要は準備中です。原文の説明を表示しています。
Conduct a comprehensive accessibility audit against WCAG guidelines with severity ratings and remediation steps.
日本語の概要は準備中です。原文の説明を表示しています。
Create accessibility testing plans covering assistive technologies and WCAG criteria.
日本語の概要は準備中です。原文の説明を表示しています。
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see ads. For landing page copy, see copywriting.
日本語の概要は準備中です。原文の説明を表示しています。