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/score

Recompute and display the two scores (Search SEO + AI Visibility) from a persisted audit run, without re-crawling. Use to re-show or refresh the scores after an audit, to score a specific run directory or host, or to score a saved findings JSON file.

From plugin
claude-seo-ai
6134 skills5 agents1 hook
Install
$ npx -y skills add Hainrixz/claude-seo-ai --skill score --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/score

Context preview

The summary Claude sees to decide when to auto-load this skill.

Recompute and display the two scores (Search SEO + AI Visibility) from a persisted audit run, without re-crawling. Use to re-show or refresh the scores after an audit, to score a specific run directory or host, or to score a saved findings JSON file.

SKILL.md

score.SKILL.md
name: score
description: Recompute and display the two scores (Search SEO + AI Visibility) from a persisted audit run, without re-crawling. Use to re-show or refresh the scores after an audit, to score a specific run directory or host, or to score a saved findings JSON file.
argument-hint: "[findings.json | run-dir | latest[:host]]"
allowed-tools: Read, Bash

/claude-seo-ai:score

Recompute and show the two 0–100 scores by running the **seo-score** skill, which uses `scripts/score.mjs` for a reproducible number.

Runs live under `<root>/<host>/<run-id>/`, where `<root>` is `--out` › `$CLAUDE_SEO_AI_HOME` › `${CLAUDE_PLUGIN_DATA}/runs` › `~/.claude-seo-ai/runs`, and `<host>` is the lower-cased host with `:` → `_` (local targets become `local/<basename>-<hash>`). **`score.mjs --run` takes a directory or a findings file — it does not understand the word `latest`**, so resolve the pointer yourself with `Read` before you call it: `<root>/<host>/latest.json` is `{ run, path, updated_at }` and `path` is the absolute run directory; `<root>/index.json` lists every host with its `latest` run id.

  • No argument (default): read `<root>/index.json`, take the host whose `latest` run id sorts highest (run ids are UTC `YYYY-MM-DDTHH-mm-ssZ`, so string order is chronological), read that host's `latest.json`, then `node "${CLAUDE_PLUGIN_ROOT}/scripts/score.mjs" --run <path from latest.json>`.
  • `latest:<host>` → read `<root>/<host>/latest.json` and pass its `path` to `--run`.
  • A run directory → `node "${CLAUDE_PLUGIN_ROOT}/scripts/score.mjs" --run <run-dir>` (it reads `<run-dir>/findings.json`).
  • A findings JSON path → `node "${CLAUDE_PLUGIN_ROOT}/scripts/score.mjs" --findings <path>` (add `--vertical a,b`, `--multilingual` and `--environment production|preview|staging|local` when the file carries no run context; `--manifest <crawl.json>` adds the site rollup, `--strict` exits 2 if any finding fails schema validation, `--validate-only` reports the per-finding schema verdict without scoring).
  • If no `index.json`/`latest.json` exists, or the run has no `findings.json`, tell the user to run `/claude-seo-ai:audit <url>` first — never score from memory.

Show both scores with bands, the per-category breakdown, any severity-gating cap (`cap_reasons`), the `unscored` state when no category is active, and the `needs_api` / `manual_review` / `dropped` counts. Two scores, never blended. When an axis comes back `provisional: true` (`state: "partial"`), say the band and its `coverage` % in the same sentence — a band built on a third of the model is not the same claim as a measured one, and the per-axis `warnings[]` name what was not measured. With a rollup, read `pages_scored` against `pages_count`: a page listed in `unscored_pages[]` did not answer 2xx, so it was never scored — name those pages and their status instead of letting the site score stand for a sample that was not measured.

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Ships withclaude-seo-ai

The SEO + AI-search (GEO/AEO) optimization toolkit for Claude Code — two-score audit + opt-in fixer. Built for 2026-2027.

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