Quick addendum: I'm aware there's a broader debate (see anthropics/claude-code#26179) that subagents shouldn't default to Opus/inherit since most focused, well-scoped subagent tasks do fine on Sonnet, and blanket-Opus wastes resources. I want to be clear that's not what I'm proposing here. This isn't "more Opus everywhere" — it's the opposite: keep Sonnet as the default for the 13 mechanical/extraction agents (backlinks, dataforseo, ecommerce, flow, google, image-gen, local, maps, performance, schema, sitemap, technical, visual), and only escalate the 5 agents whose job is genuinely open-ended… read the rest
SEO Drift Monitor (April 2026)
SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, and track regressions over time.
How to use it
- Hit Copy SKILL.md — or use the Claude Code line below to get every file.
- Claude: ⋯ → Download .md, then Customize → Skills → Add → Upload skill.
ChatGPT: make a Project and paste it into Instructions.
Neither? Paste it at the top of a new chat — it works for that chat. - Describe your job in plain words. The AI follows the skill from there.
npx degit AgriciDaniel/claude-seo/skills/seo-drift#main ~/.claude/skills/seo-driftFor one project only, change the path to .claude/skills/seo-drift. This skill also uses parse_html.py, pagespeed_check.py, fetch_page.py, drift_baseline.py, drift_compare.py, drift_report.py — copying SKILL.md alone won't be enough. See the folder on GitHub.
Not working?
- Check which app you pasted it into — the steps above name the right one.
- Some skills need the paid tier of Claude or ChatGPT.
Paste into Claude, ChatGPT or Cursor.
Show the full text220 lines
SEO Drift Monitor (April 2026)
Git for your SEO. Capture baselines, detect regressions, track changes over time.
Commands
| 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 |
What It Captures
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 |
How Comparison Works
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.
Severity Levels
| 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 |
Storage
All data is stored locally in SQLite:
~/.cache/claude-seo/drift/baselines.db
Tables
- baselines: Captured snapshots with all SEO elements
- comparisons: Diff results with triggered rules and severities
URL normalization ensures consistent matching: lowercase scheme/host, strip default ports (80/443), sort query parameters, remove UTM parameters, strip trailing slashes.
Command: baseline
Captures the current state of a page and stores it.
Steps:
- Validate URL (SSRF protection via
google_auth.validate_url()) - Fetch page via
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run fetch_page.py <URL> - Parse HTML via
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run parse_html.py <URL> - Optionally fetch CWV via
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run pagespeed_check.py <URL>(use--skip-cwvto skip) - Hash HTML body and schema content (SHA-256)
- Store snapshot in SQLite
Execution:
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_baseline.py <url>
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_baseline.py <url> --skip-cwv
Output: JSON with baseline ID, timestamp, URL, and summary of captured elements.
Command: compare
Fetches the current page state and diffs it against the most recent baseline.
Steps:
- Validate URL
- Load most recent baseline from SQLite (or specific
--baseline-id) - Fetch and parse current page state
- Run all 17 comparison rules
- Classify findings by severity
- Store comparison result
- Output JSON diff report
Execution:
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_compare.py <url>
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_compare.py <url> --baseline-id 5
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run 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:
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_report.py <comparison_json_file> --output drift-report.html
Command: history
Shows all baselines and comparisons for a URL.
Execution:
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_history.py <url>
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_history.py <url> --limit 10
Output: JSON array of baselines (newest first) with timestamps and comparison summaries.
Cross-Skill Integration
When drift is detected, recommend the appropriate specialized skill:
| Finding | Recommendation |
|---|---|
| Schema removed or modified | Run /seo schema <url> for full validation |
| CWV regression | Run /seo technical <url> for performance audit |
| Title or meta description changed | Run /seo page <url> for content analysis |
| Canonical changed or removed | Run /seo technical <url> for indexability check |
| Noindex added | Run /seo technical <url> for crawlability audit |
| H1/heading structure changed | Run /seo content <url> for E-E-A-T review |
| OG tags removed | Run /seo page <url> for social sharing analysis |
| Status code changed to error | Run /seo technical <url> for full diagnostics |
Error Handling
| Scenario | Action |
|---|---|
| URL unreachable | Report error from fetch_page.py. Do not guess state. Suggest user verify URL. |
| No baseline exists for URL | Inform user and suggest running baseline first. |
| SSRF blocked (private IP) | Report validate_url() rejection. Never bypass. |
| SQLite database missing | Auto-create on first use. No error. |
| CWV fetch fails (no API key) | Store null for CWV fields. Skip CWV rules during comparison. |
| Page returns 4xx/5xx | Still capture as baseline (status code IS a tracked field). |
| Multiple baselines exist | Use most recent unless --baseline-id specified. |
Security
- All URL fetching goes through
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run fetch_page.py, which enforces SSRF protection (blocks private IPs, loopback, reserved ranges, GCP metadata endpoints) - No curl, no subprocess HTTP calls -- only the project's validated fetch pipeline
- All SQLite queries use parameterized placeholders (
?), never string interpolation - TLS always verified -- no
verify=Falseanywhere in the pipeline
Typical Workflows
Pre/Post Deployment Check
/seo drift baseline https://example.com # Before deploy
# ... deploy happens ...
/seo drift compare https://example.com # After deploy
Ongoing Monitoring
/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
Investigating a Traffic Drop
/seo drift compare https://example.com # What changed?
/seo drift history https://example.com # When did it change?
| 1 | |
| 2 | name seo-drift |
| 3 | description > |
| 4 | SEO drift monitoring: capture baselines of SEO-critical elements, detect changes, |
| 5 | and track regressions over time. Git for SEO: baseline, diff, and track changes |
| 6 | to your on-page SEO. Use when user says "SEO drift", "baseline", "track changes", |
| 7 | "did anything break", "SEO regression", "compare SEO", "before and after", |
| 8 | "monitor SEO changes", or "deployment check". |
| 9 | user-invocable true |
| 10 | argument-hint "baseline|compare|history <url>" |
| 11 | license MIT |
| 12 | metadata |
| 13 | author AgriciDaniel |
| 14 | original_author "Dan Colta (Pro Hub Challenge)" |
| 15 | version "2.3.1" |
| 16 | category seo |
| 17 | |
| 18 | |
| 19 | # SEO Drift Monitor (April 2026) |
| 20 | |
| 21 | Git for your SEO. Capture baselines, detect regressions, track changes over time. |
| 22 | |
| 23 | |
| 24 | |
| 25 | ## Commands |
| 26 | |
| 27 | | Command | Purpose | |
| 28 | |---------|---------| |
| 29 | | `/seo drift baseline <url>` | Capture current SEO state as a "known good" snapshot | |
| 30 | | `/seo drift compare <url>` | Compare current page state to stored baseline | |
| 31 | | `/seo drift history <url>` | Show change history and past comparisons | |
| 32 | |
| 33 | |
| 34 | |
| 35 | ## What It Captures |
| 36 | |
| 37 | Every baseline records these SEO-critical elements: |
| 38 | |
| 39 | | Element | Field | Source | |
| 40 | |---------|-------|--------| |
| 41 | | Title tag | `title` | `parse_html.py` | |
| 42 | | Meta description | `meta_description` | `parse_html.py` | |
| 43 | | Canonical URL | `canonical` | `parse_html.py` | |
| 44 | | Robots directives | `meta_robots` | `parse_html.py` | |
| 45 | | H1 headings | `h1` (array) | `parse_html.py` | |
| 46 | | H2 headings | `h2` (array) | `parse_html.py` | |
| 47 | | H3 headings | `h3` (array) | `parse_html.py` | |
| 48 | | JSON-LD schema | `schema` (array) | `parse_html.py` | |
| 49 | | Open Graph tags | `open_graph` (dict) | `parse_html.py` | |
| 50 | | Core Web Vitals | `cwv` (dict) | `pagespeed_check.py` | |
| 51 | | HTTP status code | `status_code` | `fetch_page.py` | |
| 52 | | HTML content hash | `html_hash` (SHA-256) | Computed | |
| 53 | | Schema content hash | `schema_hash` (SHA-256) | Computed | |
| 54 | |
| 55 | |
| 56 | |
| 57 | ## How Comparison Works |
| 58 | |
| 59 | The comparison engine applies **17 rules across 3 severity levels**. Load |
| 60 | `references/comparison-rules.md` for the full rule set with thresholds, |
| 61 | recommended actions, and cross-skill references. |
| 62 | |
| 63 | ### Severity Levels |
| 64 | |
| 65 | | Level | Meaning | Response Time | |
| 66 | |-------|---------|---------------| |
| 67 | | **CRITICAL** | SEO-breaking change, likely traffic loss | Immediate | |
| 68 | | **WARNING** | Potential impact, needs investigation | Within 1 week | |
| 69 | | **INFO** | Awareness only, may be intentional | Review at convenience | |
| 70 | |
| 71 | |
| 72 | |
| 73 | ## Storage |
| 74 | |
| 75 | All data is stored locally in SQLite: |
| 76 | |
| 77 | |
| 78 | ~/.cache/claude-seo/drift/baselines.db |
| 79 | |
| 80 | |
| 81 | ### Tables |
| 82 | |
| 83 | **baselines**: Captured snapshots with all SEO elements |
| 84 | **comparisons**: Diff results with triggered rules and severities |
| 85 | |
| 86 | URL normalization ensures consistent matching: lowercase scheme/host, strip |
| 87 | default ports (80/443), sort query parameters, remove UTM parameters, strip |
| 88 | trailing slashes. |
| 89 | |
| 90 | |
| 91 | |
| 92 | ## Command: `baseline` |
| 93 | |
| 94 | Captures the current state of a page and stores it. |
| 95 | |
| 96 | **Steps:** |
| 97 | Validate URL (SSRF protection via `google_auth.validate_url()`) |
| 98 | Fetch page via `"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run fetch_page.py <URL>` |
| 99 | Parse HTML via `"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run parse_html.py <URL>` |
| 100 | Optionally fetch CWV via `"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run pagespeed_check.py <URL>` (use `--skip-cwv` to skip) |
| 101 | Hash HTML body and schema content (SHA-256) |
| 102 | Store snapshot in SQLite |
| 103 | |
| 104 | **Execution:** |
| 105 | |
| 106 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_baseline.py <url> |
| 107 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_baseline.py <url> --skip-cwv |
| 108 | |
| 109 | |
| 110 | **Output:** JSON with baseline ID, timestamp, URL, and summary of captured elements. |
| 111 | |
| 112 | |
| 113 | |
| 114 | ## Command: `compare` |
| 115 | |
| 116 | Fetches the current page state and diffs it against the most recent baseline. |
| 117 | |
| 118 | **Steps:** |
| 119 | Validate URL |
| 120 | Load most recent baseline from SQLite (or specific `--baseline-id`) |
| 121 | Fetch and parse current page state |
| 122 | Run all 17 comparison rules |
| 123 | Classify findings by severity |
| 124 | Store comparison result |
| 125 | Output JSON diff report |
| 126 | |
| 127 | **Execution:** |
| 128 | |
| 129 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_compare.py <url> |
| 130 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_compare.py <url> --baseline-id 5 |
| 131 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_compare.py <url> --skip-cwv |
| 132 | |
| 133 | |
| 134 | **Output:** JSON with all triggered rules, old/new values, severity, and actions. |
| 135 | |
| 136 | After comparison, offer to generate an HTML report: |
| 137 | |
| 138 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_report.py <comparison_json_file> --output drift-report.html |
| 139 | |
| 140 | |
| 141 | |
| 142 | |
| 143 | ## Command: `history` |
| 144 | |
| 145 | Shows all baselines and comparisons for a URL. |
| 146 | |
| 147 | **Execution:** |
| 148 | |
| 149 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_history.py <url> |
| 150 | "${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run drift_history.py <url> --limit 10 |
| 151 | |
| 152 | |
| 153 | **Output:** JSON array of baselines (newest first) with timestamps and comparison summaries. |
| 154 | |
| 155 | |
| 156 | |
| 157 | ## Cross-Skill Integration |
| 158 | |
| 159 | When drift is detected, recommend the appropriate specialized skill: |
| 160 | |
| 161 | | Finding | Recommendation | |
| 162 | |---------|----------------| |
| 163 | | Schema removed or modified | Run `/seo schema <url>` for full validation | |
| 164 | | CWV regression | Run `/seo technical <url>` for performance audit | |
| 165 | | Title or meta description changed | Run `/seo page <url>` for content analysis | |
| 166 | | Canonical changed or removed | Run `/seo technical <url>` for indexability check | |
| 167 | | Noindex added | Run `/seo technical <url>` for crawlability audit | |
| 168 | | H1/heading structure changed | Run `/seo content <url>` for E-E-A-T review | |
| 169 | | OG tags removed | Run `/seo page <url>` for social sharing analysis | |
| 170 | | Status code changed to error | Run `/seo technical <url>` for full diagnostics | |
| 171 | |
| 172 | |
| 173 | |
| 174 | ## Error Handling |
| 175 | |
| 176 | | Scenario | Action | |
| 177 | |----------|--------| |
| 178 | | URL unreachable | Report error from `fetch_page.py`. Do not guess state. Suggest user verify URL. | |
| 179 | | No baseline exists for URL | Inform user and suggest running `baseline` first. | |
| 180 | | SSRF blocked (private IP) | Report `validate_url()` rejection. Never bypass. | |
| 181 | | SQLite database missing | Auto-create on first use. No error. | |
| 182 | | CWV fetch fails (no API key) | Store `null` for CWV fields. Skip CWV rules during comparison. | |
| 183 | | Page returns 4xx/5xx | Still capture as baseline (status code IS a tracked field). | |
| 184 | | Multiple baselines exist | Use most recent unless `--baseline-id` specified. | |
| 185 | |
| 186 | |
| 187 | |
| 188 | ## Security |
| 189 | |
| 190 | **All URL fetching** goes through `"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run fetch_page.py`, which enforces SSRF protection |
| 191 | (blocks private IPs, loopback, reserved ranges, GCP metadata endpoints) |
| 192 | **No curl, no subprocess HTTP calls** -- only the project's validated fetch pipeline |
| 193 | **All SQLite queries** use parameterized placeholders (`?`), never string interpolation |
| 194 | **TLS always verified** -- no `verify=False` anywhere in the pipeline |
| 195 | |
| 196 | |
| 197 | |
| 198 | ## Typical Workflows |
| 199 | |
| 200 | ### Pre/Post Deployment Check |
| 201 | |
| 202 | /seo drift baseline https://example.com # Before deploy |
| 203 | # ... deploy happens ... |
| 204 | /seo drift compare https://example.com # After deploy |
| 205 | |
| 206 | |
| 207 | ### Ongoing Monitoring |
| 208 | |
| 209 | /seo drift baseline https://example.com # Initial capture |
| 210 | # ... weeks later ... |
| 211 | /seo drift compare https://example.com # Check for drift |
| 212 | /seo drift history https://example.com # Review all changes |
| 213 | |
| 214 | |
| 215 | ### Investigating a Traffic Drop |
| 216 | |
| 217 | /seo drift compare https://example.com # What changed? |
| 218 | /seo drift history https://example.com # When did it change? |
| 219 | |
| 220 |
Discussion
From GitHub
4 comments on 3 threadsFollow-up: while applying the local tempfile workaround I hit two more Windows-specific bugs in the same `drift_baseline.py` → `parse_html.py` chain. All three are needed together for any non-Latin-1 content (e.g. Czech, German, French diacritics) to round-trip correctly on Windows. ## Bug 2 — `UnicodeEncodeError` when writing HTML to `parse_html.py` stdin After the tempfile patch, baselining any page containing non-Latin-1 characters fails with: (`Č` = `Č`, Czech capital C with caron. Same break for any character outside cp1252.) Root cause: `subprocess.run(..., input=html_content, text=True,… read the rest
Fixed in private v2 commit 49df040. drift_baseline.py no longer relies on /dev/stdout or stdin handoff; it passes a tempfile path to parse_html.py.
Fixed in v2.2.4. The launcher resolves Python 3.10 or newer across py -3, python3, and python, and all bundled skill instructions use the managed runtime. Thank you for pushing the Windows portability issue.