richsak · richsak · Apr 27, 2026 · Apr 26, 2026 · Apr 26, 2026
diff --git a/AGENTS.md b/AGENTS.md
@@ -13,7 +13,7 @@ This file is for implementation operators. See `skills/webster-lp-audit/SKILL.md
 
 Two active workstreams:
 
-- **Production Webster** — Nicolette's weekly landing-page improvement council runs on `main` via `prompts/second-wbs-session.md`. This is live for her business; do not break it.
+- **Production Webster** — Nicolette's weekly landing-page improvement council runs on `main`. Operator surface: `/webster-weekly-council` (skill at `skills/webster-weekly-council/SKILL.md`) or the single-page runbook at `prompts/second-wbs-session.md`. Both produce identical artifacts; the prompt is the locked source-of-truth runbook. This is live for her business; do not break it.
 - **Hackathon expansion** — Single-substrate Richer Health LP demo with a simulation runner producing timelapse assets. Deadline **2026-04-28**. Working branch: `dev/`. See `context/VISION.md` for canonical north-star.
 
 ## First actions every session
@@ -126,12 +126,13 @@ Use `TaskCreate` / `TaskUpdate` for multi-step work within a single session. Tas
 
 ## Skill invocation (Claude Code)
 
-Webster ships two runtime-critic skills:
+Webster ships these skills:
 
-- `skills/webster-lp-audit/SKILL.md` — shared council run flow (referenced by production critics)
-- `skills/webster-onboarding/SKILL.md` — end-user onboarding flow (universal, demo placeholder)
+- `skills/webster-weekly-council/SKILL.md` — operator surface for the weekly run. Library skill: SKILL.md index + on-demand phase references + helper scripts. Slash-command form: `/webster-weekly-council`. Equivalent single-page runbook at `prompts/second-wbs-session.md`.
+- `skills/webster-lp-audit/SKILL.md` — shared council run discipline (referenced by production critics)
+- `skills/webster-browser-audit/SKILL.md` — headless browser audit for visual review
 
-If your work modifies either skill, test with a sample invocation before committing.
+If your work modifies any skill, test with a sample invocation before committing. The weekly-council skill must stay artifact-equivalent with `prompts/second-wbs-session.md` — when in doubt, fix the skill, never the prompt.
 
 ## Parallel stream etiquette
 

diff --git a/README.md b/README.md
@@ -79,7 +79,7 @@ bun scripts/critic-genealogy.ts --fixtures scripts/__tests__/fixtures/genealogy
 
 **30-second pitch:** Webster is an autonomous landing-page improvement council. Nine Claude Managed Agents plan, audit, monitor, synthesize, and package one weekly redesign proposal; the standout demo is Critic Genealogy, where Opus 4.7 detects an unowned audit gap and registers a new specialist at runtime.
 
-**Live-run evidence:** the full operator path is [`prompts/second-wbs-session.md`](prompts/second-wbs-session.md), registration IDs live in `environments/webster-council-env.id` and `context/*/id.txt`, and run artifacts are written under `history/<week>/` when the weekly prompt is executed.
+**Live-run evidence:** the operator surface is the [`/webster-weekly-council`](skills/webster-weekly-council/SKILL.md) skill (library: SKILL.md index + on-demand phase references + helper scripts); the full single-page runbook lives at [`prompts/second-wbs-session.md`](prompts/second-wbs-session.md). Registration IDs live in `environments/webster-council-env.id` and `context/*/id.txt`. Run artifacts are written under `history/<week>/` when the weekly run executes.
 
 **Demo arc artifacts:** the hackathon timelapse animates an 11-week simulation council run. Per-week deliverables live under [`demo-output/landing-page/`](demo-output/landing-page/) (`w00..w10`): desktop/mobile/tablet screenshots, heatmap JSON+SVG, synthetic analytics, and the visual reviewer's markdown verdict. Anthropic Managed Agents memory-store provisioning is captured at [`assets/memory-stores-screenshots/`](assets/memory-stores-screenshots/). The rendered timelapse is hosted externally (link in the submission form); reproduce locally with `bun skills/webster-video/scripts/hydrate-demo-assets.ts && cd video && npx hyperframes render -q high --strict`.
 
@@ -96,17 +96,18 @@ webster/
 │   └── simulation/      9 LP-sim specs (1:1 mirror) that drive the timelapse demo
 ├── context/             architecture, features, quality gates, per-critic findings dirs
 ├── environments/        webster-council-env.json (single Anthropic environment)
-├── prompts/             first-wbs-session.md (bootstrap), second-wbs-session.md (weekly run)
+├── prompts/             first-wbs-session.md (bootstrap), second-wbs-session.md (weekly run runbook)
 ├── scripts/             validate-agents, validate-findings, critic-genealogy
-├── skills/              webster-lp-audit (shared critic discipline), webster-onboarding
+├── skills/              webster-weekly-council (operator surface for the weekly run),
+│                        webster-lp-audit (shared critic discipline)
 ├── .github/workflows/   CI: type + lint + format + schema + findings + markdown + tests
 ├── .husky/              pre-commit runs the same gates locally
 └── AGENTS.md            operator guide for in-repo work
 ```
 
 ## The weekly flow
 
-The live council runner is a bash-in-markdown prompt: [`prompts/second-wbs-session.md`](prompts/second-wbs-session.md). It:
+The live council runner is a Claude Code library skill: [`/webster-weekly-council`](skills/webster-weekly-council/SKILL.md) — slim SKILL.md index, on-demand phase references under `references/`, and reusable helper scripts under `scripts/`. The single-page bash-in-markdown runbook at [`prompts/second-wbs-session.md`](prompts/second-wbs-session.md) is the same flow as a scrollable readable page. Both produce identical artifacts. The flow:
 
 1. Seeds 10 weeks of mock analytics on first run (monitor needs baselines to diff).
 2. Prepares a shared `council/YYYY-MM-DD` branch.
@@ -169,11 +170,19 @@ Registers the single environment + 9 production agents against the Anthropic API
 
 ### Weekly council run
 
+In Claude Code (primary):
+
+```text
+/webster-weekly-council
+```
+
+Or as a single-page prompt (fallback):
+
 ```bash
 wbs @prompts/second-wbs-session.md
 ```
 
-Runs the full planner + fan-out + redesigner + draft PR described above.
+Both run the full planner + fan-out + redesigner + draft PR described above. The skill loads phase references on demand (smaller per-turn context budget); the prompt is one readable file.
 
 ### Spawn a genealogy critic manually
 

diff --git a/context/ARCHITECTURE.md b/context/ARCHITECTURE.md
@@ -2,7 +2,7 @@
 
 > Mirrors [[webster-architecture]] in vault. Canonical source is this file for in-repo operators; vault file for cross-session memory.
 >
-> **Submission state**: Layers 1–4 + Layer 7 shipped. Layer 5 (`site/` fork + analytics pixel + `scripts/seed-mock-history.ts`) is scoped out for submission — the mock seeder is inlined in `prompts/second-wbs-session.md` Step 1 instead of a separate script, and the redesigner emits `proposal.md` instead of `proposal.diff`. Layer 6 (video) is blocked on Richie's voice record. See `context/FEATURES.md` for per-row status.
+> **Submission state**: Layers 1–4 + Layer 7 shipped. Layer 5 (`site/` fork + analytics pixel + `scripts/seed-mock-history.ts`) is scoped out for submission — the mock seeder is in phase 1 of the weekly-council skill (`skills/webster-weekly-council/references/seed-history.md`) and equivalently in `prompts/second-wbs-session.md` Step 1, and the redesigner emits `proposal.md` instead of `proposal.diff`. Layer 6 (video) is blocked on Richie's voice record. See `context/FEATURES.md` for per-row status.
 
 ## System Overview
 
@@ -48,8 +48,9 @@
 
 ### Layer 1: Routine + Orchestrator
 
-- `routines/weekly-lp-improve.yaml` — cut from submission; weekly trigger is manual `wbs @prompts/second-wbs-session.md`
-- `prompts/second-wbs-session.md` — bash-in-markdown orchestrator (replaces the planned `webster/orchestrator.ts`), reads state, fans out, runs genealogy, opens PR
+- `routines/weekly-lp-improve.yaml` — cut from submission; weekly trigger is manual `/webster-weekly-council` (Claude Code skill) or `wbs @prompts/second-wbs-session.md` (single-page runbook)
+- `skills/webster-weekly-council/SKILL.md` — library skill: slim index + on-demand phase references + helper scripts; the operator surface for the weekly run
+- `prompts/second-wbs-session.md` — bash-in-markdown orchestrator (replaces the planned `webster/orchestrator.ts`), reads state, fans out, runs genealogy, opens PR; the immutable single-page runbook the skill mirrors
 - Shared agent skill `skills/webster-lp-audit/SKILL.md` — universal e2e flow: _read context → critique → write findings → exit_
 - Per-critic context: `context/critics/{name}/findings.md`
 - Run artifacts: `history/YYYY-MM-DD/{analytics.json, council-output/, synthesis.md, proposal.md, decision.json}`
@@ -67,13 +68,13 @@ Environment `environments/webster-council-env.json`:
 
 Agent specs (JSON, not YAML — matches `POST /v1/agents` schema):
 
-- `agents/webster-monitor.json` — Haiku 4.5
-- `agents/brand-voice-critic.json` — Sonnet 4.6
-- `agents/fh-compliance-critic.json` — Sonnet 4.6
-- `agents/seo-critic.json` — Sonnet 4.6
-- `agents/conversion-critic.json` — Sonnet 4.6
-- `agents/copy-critic.json` — Sonnet 4.6
-- `agents/webster-redesigner.json` — Opus 4.7
+- `agents/production/webster-monitor.json` — Haiku 4.5
+- `agents/production/brand-voice-critic.json` — Sonnet 4.6
+- `agents/production/fh-compliance-critic.json` — Sonnet 4.6
+- `agents/production/seo-critic.json` — Sonnet 4.6
+- `agents/production/conversion-critic.json` — Sonnet 4.6
+- `agents/production/copy-critic.json` — Sonnet 4.6
+- `agents/production/webster-redesigner.json` — Opus 4.7
 
 Each spec has: `name`, `model`, `system` (multi-line string with escaped \n), `tools: [{type: agent_toolset_20260401}]`, `metadata`. **No `callable_agents`** (research preview).