174 lines
7.6 KiB
Markdown
174 lines
7.6 KiB
Markdown
---
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name: geo
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effort: high
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description: |
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Use when a web project needs AI-search visibility audit — ChatGPT,
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Perplexity, Gemini, AI Overviews, Copilot… Standalone GEO; dispatches
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the geo-analyzer agent.
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Triggers: "geo", "AI search", "llms.txt", "AI crawlers", "entity SEO",
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"Wikidata", "generative engine optimization", "référencement IA".
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Combined SEO+GEO → /seo.
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argument-hint: optional keywords/scope, e.g. "SaaS B2B content GEO" or "audit llms.txt et entity SEO"
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allowed-tools:
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- Read
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- Edit
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- Write
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- Bash
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- Grep
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- Glob
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- Agent
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- WebFetch
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- WebSearch
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---
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# /geo — GEO (AI-search) audit + fix dispatcher
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## MODEL GATE (blocking — run before any other step)
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Run `$HOME/.claude/lib/model-gate.md`. Reflection here (planning, audit
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judgment, loop decisions) requires Fable/Opus. Verdict `small` → STOP: the
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gate prints the remedy; end the turn — no later step, no dispatch. Nominal
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(big) path is silent.
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EFFORT SHIFTS: follow `$HOME/.claude/lib/effort-shift.md` (BDR-NEXT): medium when a dispatch span starts, own level before challenge synthesis, low at the bookkeeping tail, max at escalation; every shift goes in the same message as the step's first tool call, a lone Skill call is a no-op.
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Dispatches the `geo-analyzer` subagent (audit + fix bundle), then applies
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the bundle from THIS main loop at **L1** — same shape as `/web-validate`
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and `/seo`. The analyzer never edits files: it emits a `## FIX BUNDLE`
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terminated by `READY TO APPLY — awaiting dispatcher confirmation`, and this
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skill applies it. Applying from here (one dispatch level, no nested spawn)
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is what makes fixes land on any Claude Code version.
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## STEP 1 — Run the geo pipeline (collect → judge → template, BDR-077)
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Gather depth + business context HERE first (ask the user in this loop if
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needed — a dispatched agent cannot ask). Mint `RUNID=$(date +%s)-geo`.
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Pass the same CONTEXT block ($ARGUMENTS + gathered context) VERBATIM to
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every phase (LRN-126). Clean `.audit/geo-signals-<RUNID>.md` after apply.
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**A — collect (sonnet):**
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```
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Skill(effort-medium) # effort-shift: dispatch span starts; send with the Agent call below in ONE message
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Agent(subagent_type="geo-analyzer", model="sonnet")
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prompt: "MODE: collect
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RUNID: <RUNID>
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Dispatched from /geo. Context: <CONTEXT>
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Execute STEP 0-5 per your spec, write the signals file + COLLECTION
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COMPLETE sentinel, emit the COLLECT REPORT, stop."
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```
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**B — judge (opus pin, no override):**
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```
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Agent(subagent_type="geo-analyzer")
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prompt: "MODE: judge
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RUNID: <RUNID>
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Context: <CONTEXT>
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Load .audit/geo-signals-<RUNID>.md (fail closed per your spec), run STEP
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6-12, report scoring + findings + action plan + triage batches."
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```
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**ERROR CONTRACT:** `GEO JUDGE — VERDICT: ERROR(…)` or a mute judge →
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STOP: no template, no apply. Surface verbatim, retry ONCE with a fresh
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collect+judge, then escalate. Never carry a mute/ERROR judge into
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templating.
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**C — template (sonnet):**
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```
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Agent(subagent_type="geo-analyzer", model="sonnet")
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prompt: "MODE: template
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Context: <CONTEXT>
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JUDGE REPORT (verbatim, ground truth — never re-derive a score):
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<the judge report>
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Run STEP 13-15. Produce your report: if .claude/audits/SEO.md already
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exists → merge findings into its §7 — Optimisation GEO / IA; else write
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.claude/audits/GEO.md. Then emit the `## FIX BUNDLE` terminated by the
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verbatim `READY TO APPLY — awaiting dispatcher confirmation` sentinel.
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Do NOT apply any fix and do NOT dispatch any sub-agent — /geo applies
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your bundle."
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```
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## STEP 1b — CHALLENGE THE FIX BUNDLE (advisory, before apply)
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`Skill(effort-high)` first (effort-shift: reflection resumes; send it in the same message as the challenger dispatch).
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The analyzer returned a `## FIX BUNDLE` — worth attacking before any edit lands.
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**Skip if intervention mode = conservative** (nothing is applied). Else persist the
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bundle verbatim to `.claude/tasks/plans/<date>-<slug>-<HHMM>.md`, then run
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`$HOME/.claude/lib/challenge-plan.md` with `PLAN` = that file, `KIND` = `fix-bundle`,
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`SCOPE` = the target site files the items touch, `CONSTRAINTS` = the geo-analyzer
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file-ownership (robots.txt, llms.txt, JSON-LD, content shape) + the shared-file edit
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discipline each item carries + intervention mode. Three blind challengers ask, per item:
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will it ACHIEVE its goal / could it BREAK or regress the page / is a simpler (or no) fix
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better. This main loop RE-THINKS every aspect a BLOCKER lands (a named bundle change, or
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`[deferred <date>]`) and re-challenges once if the bundle materially changed. Advisory —
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it sits BEFORE (never replaces) the STEP 2 GATED approval; carry its CHALLENGE SUMMARY
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into that gate.
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## STEP 2 — Apply the fix bundle (from THIS main loop, at L1)
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The analyzer returned a `## FIX BUNDLE`. Apply it by dispatching
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`hotfixer`/`feater` at **L1** (one dispatch level, no nested spawn).
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**Skip this step if intervention mode = conservative (audit-only)** — leave
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the bundle in the report as ready-to-apply.
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**Tier recognition (tolerant of the analyzer's batch labels).** Classify by
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intent, not header wording: **AUTO** = no-confirmation items (G1–G4/G6);
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**GATED** = items marked NEEDS CONFIRMATION / visible (G5); **USER ACTIONS**
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= G7.
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### AUTO tier — no confirmation
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For each AUTO item, dispatch its `applier` at L1, passing the item verbatim:
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```
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Skill(effort-medium) # effort-shift: dispatch span starts; send with the Agent call below in ONE message
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Agent(subagent_type="hotfixer") # or "feater" per the item's applier
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prompt: "<paste the bundle item: files, concern, current, expected,
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framework note + shared-file discipline>.
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Context: GEO audit fix, autonomous scope — no confirmation needed.
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Do NOT commit — apply and self-verify only."
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```
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### GATED tier — confirmation required
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Present every GATED item (G5.x) in ONE gate:
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```
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GEO — gated content-shape changes need approval (visible):
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G5.1 <change> — impact: <visible change>
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CHALLENGE SUMMARY (STEP 1b — 3 lenses):
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BLOCKERs addressed : <n> — <finding → the named bundle change that closes it>
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Deferred (human-ack): <list | none>
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Lenses returned : correctness / robustness / simplicity (NAME any that failed to return)
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Approve all / select (ids) / skip all?
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```
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Apply approved items via `feater` at L1. Unapproved → report §9 (medium
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term). NEVER apply a GATED item before explicit approval.
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### After applying
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1. Build/lint if available (`npm run build`, `npm run lint`) — revert any
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applied fix that breaks the build; invalid JSON-LD reverted immediately.
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2. Record each applied change in the report change-log section.
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3. USER ACTIONS from the bundle → report §11 (each with automation-catalog ref).
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### Audit-end deliverables + trajectory (ALWAYS — both modes)
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Same contract as /seo:
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- The report carries the analyzer's actual AND projected code-only scores
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plus its `TRAJECTORY TO 17/20` block (ranked code fixes to 17, or the
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honest code ceiling + the user actions that unlock the rest) — the
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geo-analyzer spec (STEP 10) makes these mandatory in the envelope.
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- Regenerate `.claude/audits/HUMAN-ACTIONS.md` from the user actions
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(checkbox format, one `- [ ]` per action with automation ref + effort)
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right after the report is written, EVEN in conservative mode — an
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audit-only run must leave the user immediately actionable.
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- Console summary includes: actual + projected scores, the trajectory
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one-liner, and the HUMAN-ACTIONS.md path.
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## Note on integration
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If `.claude/audits/SEO.md` already exists, geo-analyzer merges its findings
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into that file's `§7 — Optimisation GEO / IA` section rather than writing a
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separate `GEO.md`. This keeps a single consolidated report when both /seo
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and /geo have been run.
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