feat(linkedin): v2.1.0 — skeleton + spine-prose gates BEFORE prose in /linkedin:newsletter
Two new pipeline phases gate the spine before any prose is written: - Step 2.5 — Skeleton + section pitch: writes <serie>/NN-skjelett.md with the five-line spine (premiss / problem / anbefaling / gevinst / vei videre) + one-line section pitches. Operator-gate (JA / REVIDER / NEI) AND parallel persona-skjelett-sweep must both return JA before the pipeline can advance. - Step 3a — Spine prose: one paragraph per section against the gated skeleton, ~20-30% of final edition length. Operator-gate on whether the axis lands now that there is prose on it. Old Step 3 (Draft) split into 3a (spine) and 3b (full expansion); 3b owns the multi-session draft-cursor logic. Third persona-reviewer mode added: skjelett (alongside resonans + konverter). Five spine axes scored HOLDER / TVILER / MANGLER, max 3 direction-only flags, per-pitch section-pay-in check. Reads the skeleton + pitches only. Pipeline grows from 11 to 13 phases; commands (24) and agents (14) counts unchanged. Encodes the Maskinrommet writing-contract section A discipline (premiss / problem / anbefaling / gevinst / vei videre) into the pipeline. Empirically motivated by the Seres-serien Del 3 + Del 4 production: a spine error caught at the skeleton stage costs 5-15 min, the same error caught at Step 6 (resonance) costs 4-12 h, post-lock it costs a day of cascading rework (delingstekst, hooks, carousel, doc refs). Backward-compatible: existing editions stop at currentPhase: "research" and now resume at Step 2.5 instead of Step 3 — an intended deterministic improvement, never a contract break. Steps 1, 2, 4-10 bit-for-bit unchanged. Renderers (build-html.mjs, build-linkedin.mjs) untouched. New phase strings in edition-state.template.json _doc.phases: - skeleton-pitch (between research and draft) - spine-prose (between skeleton-pitch and draft) Files changed (10): - plugin.json: 2.0.0 -> 2.1.0 - CHANGELOG.md: new [2.1.0] entry - CLAUDE.md (plugin + marketplace): pipeline 11->13 phases noted - README.md (plugin + marketplace): What's New v2.1.0 + version row - agents/persona-reviewer.md: third mode skjelett added; resonans + konverter unchanged - commands/newsletter.md: Step 2.5 + 3a + 3b sections, resumption + pipeline tables - config/edition-state.template.json: 11 -> 13 phases in _doc.phases - references/longform-quality-rules.md: Rule 8 (Skjelett foer prosa) Verification: 9/9 criteria PASS pre-commit. Phase strings consistent across template + command + resumption table. Renderer files git-untouched. All 11 original step headings preserved (Step 0/1/2/4-10). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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{
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"name": "linkedin-thought-leadership",
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"version": "2.0.0",
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"description": "Full-spectrum LinkedIn content engine — feed posts, carousels, video scripts, and long-form newsletter editions — with the January 2026 360Brew algorithm baked in. Net-fewer commands, net-stronger pipeline.",
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"version": "2.1.0",
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"description": "Full-spectrum LinkedIn content engine — feed posts, carousels, video scripts, and long-form newsletter editions — with the January 2026 360Brew algorithm baked in. v2.1 adds skeleton + spine-prose gates BEFORE prose to /linkedin:newsletter.",
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"author": {
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"name": "Kjell Tore Guttormsen"
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},
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@ -5,6 +5,30 @@ All notable changes to this project will be documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [2.1.0] - 2026-05-28
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### Summary
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Skeleton gate before prose in `/linkedin:newsletter`. Two new pipeline phases (Step 2.5 — Skeleton + section pitch; Step 3a — Spine prose) split the old Step 3 into pre-prose / spine-prose / full-prose stages, each with an operator-gate. Adds a third `persona-reviewer` mode (`skjelett`) that judges the five-line skeleton + section pitches BEFORE prose is written. Empirically motivated by the Seres-serien Del 3 + Del 4 production: spine errors caught post-prose cost ~1 day; the same error caught at the skeleton stage costs 5–15 minutes. Backward-compatible: existing editions stop at `currentPhase: "research"` and now resume at Step 2.5 instead of Step 3 — an intended deterministic improvement, never a contract break.
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### Added
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- **Step 2.5 — Skeleton + section pitch** in `commands/newsletter.md`. Writes `<serie>/NN-skjelett.md` with the five-line spine (premiss / problem / anbefaling / gevinst / vei videre) + one-line section pitches. Operator-gate (JA / REVIDER / NEI) AND parallel persona-skjelett-sweep must both return JA before the pipeline advances. Encodes the Maskinrommet writing-contract §A discipline into the pipeline itself.
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- **Step 3a — Spine prose** in `commands/newsletter.md`. One paragraph per section against the gated skeleton, ~20–30 % of final edition length. Operator-gate on whether the axis lands now that there is prose on it. Cheap second checkpoint before full expansion.
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- **Step 3b — Full prose expansion** in `commands/newsletter.md`. Splits the old Step 3 (Draft) into spine prose (3a) and full prose expansion (3b). 3b owns the existing draft-cursor logic for multi-session expansion; 3a is short enough to restart on interruption.
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- **`persona-reviewer` skjelett-mode** (third mode alongside `resonans` and `konverter`). Five spine axes (Premiss / Problem / Anbefaling / Gevinst / Vei videre) scored HOLDER / TVILER / MANGLER, ≤3 direction-only flags, per-pitch section-pay-in check, gate ladder PASS / REWORK / BLOCK. Caller passes `mode: skjelett`.
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- **`skeleton-pitch` + `spine-prose` phase strings** in `config/edition-state.template.json` `_doc.phases` — 11 → 13 phases. Resumption table in `commands/newsletter.md` extended with deterministic rows for both new phases.
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- **Rule 8 — Skjelett før prosa** in `references/longform-quality-rules.md`. Documents the skeleton-before-prose pre-condition that all other rules implicitly rely on, with the same five-slot format the pipeline enforces.
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### Changed
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- **`/linkedin:newsletter` pipeline overview** — 11 → 13 phases; pipeline tables in `commands/newsletter.md` and `CLAUDE.md` reflect the new ordering (0, 1, 2, **2.5**, **3a**, **3b**, 4–10).
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- **Resumption table** in `commands/newsletter.md` — `currentPhase: "research"` now resumes at Step 2.5 (was Step 3). Two new rows added for `skeleton-pitch` (→ Step 3a) and `spine-prose` (→ Step 3b). Draft-cursor note clarifies that the cursor applies only to Step 3b.
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- **`agents/persona-reviewer.md` description, principles, and anti-patterns** — extended to cover the third mode (skjelett). Existing resonans + konverter modes unchanged in contract.
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- **`CLAUDE.md` header + persona-reviewer row + newsletter command row** — reflect v2.1.0 surface.
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### Not changed (explicit non-deltas)
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- **Step 1, Step 2, Steps 4–10** in `/linkedin:newsletter` — bit-for-bit unchanged in contract.
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- **Renderers** — `render/build-html.mjs` and `render/build-linkedin.mjs` untouched; both still consume `NN-utkast.md` (3a writes the spine state, 3b overwrites with the full state, but only `currentPhase: "draft"` triggers rendering).
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- **Hooks, scripts, command count (24), agent count (14)** — all unchanged.
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## [2.0.0] - 2026-05-28
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### Summary
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@ -1,6 +1,6 @@
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# LinkedIn Thought Leadership Plugin (v2.0.0)
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# LinkedIn Thought Leadership Plugin (v2.1.0)
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Full-spectrum LinkedIn content engine — short-form feed posts, carousels, video scripts, and long-form newsletter editions — with the January 2026 360Brew algorithm baked in. v2.0.0 consolidated the surface (27 commands → 24, 16 agents → 14) while adding the long-form `/linkedin:newsletter` orchestrator + two longform-quality gate agents (`fact-checker`, `persona-reviewer`).
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Full-spectrum LinkedIn content engine — short-form feed posts, carousels, video scripts, and long-form newsletter editions — with the January 2026 360Brew algorithm baked in. v2.0.0 consolidated the surface (27 commands → 24, 16 agents → 14) while adding the long-form `/linkedin:newsletter` orchestrator + two longform-quality gate agents (`fact-checker`, `persona-reviewer`). **v2.1.0** adds two new gates BEFORE prose to `/linkedin:newsletter` — Step 2.5 (skeleton + section pitch with operator-gate + persona-skjelett-sweep) and Step 3a (spine prose with operator-gate) — plus a third `persona-reviewer` mode (`skjelett`), encoding the Maskinrommet writing-contract §A discipline (premiss / problem / anbefaling / gevinst / vei videre) into the pipeline itself. Pipeline grows from 11 to 13 phases; commands and agents unchanged in count (24, 14).
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## Architecture
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@ -46,7 +46,7 @@ All content commands (post, quick, react, pipeline, first-post, video, multiplat
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| `/linkedin:post` | Full post creation (10-15 min) |
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| `/linkedin:quick` | 5-minute quick post (3-line formula) + 8 post-type templates |
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| `/linkedin:pipeline` | Full end-to-end content pipeline |
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| `/linkedin:newsletter` | Long-form orchestrator: newsletter edition / essay / series article — multi-session pipeline with fact-check + persona-sweep BEFORE lock |
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| `/linkedin:newsletter` | Long-form orchestrator: newsletter edition / essay / series article — multi-session 13-phase pipeline with **skeleton + spine-prose gates BEFORE prose (v2.1)** and fact-check + persona-sweep BEFORE lock |
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| `/linkedin:batch` | Create a full week of content |
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| `/linkedin:calendar` | View/manage post scheduling queue + publish action (mark scheduled posts as published) |
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| `/linkedin:carousel` | Structured multi-slide carousel generator |
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@ -80,7 +80,7 @@ All content commands (post, quick, react, pipeline, first-post, video, multiplat
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| `post-feedback-monitor` | Haiku | Lime | Post-publish 48h monitoring |
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| `video-scripter` | Sonnet | Violet | Video script creation with pacing |
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| `fact-checker` | Opus | Brown | Factual-claim verification against primary sources (longform) |
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| `persona-reviewer` | Opus | Olive | Reader-persona resonance + hook-conversion gate (longform) |
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| `persona-reviewer` | Opus | Olive | Reader-persona skeleton (v2.1, before prose) + resonance (before lock) + hook-conversion (after lock) gate (longform) |
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**Rule:** Always read `assets/voice-samples/` before generating content.
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@ -6,7 +6,7 @@
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*AI-generated: all code produced by Claude Code through dialog-driven development. [Full disclosure →](../../README.md#ai-generated-code-disclosure)*
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@ -14,12 +14,13 @@
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A comprehensive Claude Code plugin that turns LinkedIn from a chore into a full-spectrum content engine — short-form feed posts, carousels, video scripts, and long-form newsletter editions. v2.0.0 consolidated the surface (27 → 24 commands, 16 → 14 agents) and added `/linkedin:newsletter` as a multi-session long-form orchestrator with fact-check + persona-sweep gates BEFORE lock. 24 slash commands, 14 specialized agents, 9 automated hooks, and a 24-document knowledge base grounded in LinkedIn's actual algorithm signals. Updated for the January 2026 **360Brew** algorithm change, where LinkedIn now validates your profile before distributing content.
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A comprehensive Claude Code plugin that turns LinkedIn from a chore into a full-spectrum content engine — short-form feed posts, carousels, video scripts, and long-form newsletter editions. v2.0.0 consolidated the surface (27 → 24 commands, 16 → 14 agents) and added `/linkedin:newsletter` as a multi-session long-form orchestrator with fact-check + persona-sweep gates BEFORE lock. **v2.1.0** adds two more gates BEFORE prose to `/linkedin:newsletter` — a skeleton gate (Step 2.5) and a spine-prose gate (Step 3a) — encoding the Maskinrommet writing-contract §A discipline (premiss / problem / anbefaling / gevinst / vei videre) into the pipeline itself, so spine errors get caught in minutes at the skeleton stage instead of hours at the resonance stage or a full day post-lock. 24 slash commands, 14 specialized agents, 9 automated hooks, and a 24-document knowledge base grounded in LinkedIn's actual algorithm signals. Updated for the January 2026 **360Brew** algorithm change, where LinkedIn now validates your profile before distributing content.
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---
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## Table of Contents
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- [What's New in v2.1.0](#whats-new-in-v210)
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- [What's New in v2.0.0](#whats-new-in-v200)
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- [What Is This?](#what-is-this)
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- [Quick Start](#quick-start)
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@ -39,6 +40,20 @@ A comprehensive Claude Code plugin that turns LinkedIn from a chore into a full-
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---
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## What's New in v2.1.0
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**Skeleton gate before prose** in `/linkedin:newsletter` — the single most expensive failure mode in long-form (spine errors caught post-prose) is now gated before the first sentence is written. Empirically motivated by the Seres-serien Del 3 + Del 4 production (~1 day lost to spine rework that a 15-minute skeleton gate would have caught).
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- **New Step 2.5 — Skeleton + section pitch** — writes `<serie>/NN-skjelett.md` with the five-line spine (premiss / problem / anbefaling / gevinst / vei videre) + one-line section pitches. Operator-gate (JA / REVIDER / NEI) AND parallel persona-skjelett-sweep must both return JA before the pipeline can advance. No prose is written until the spine is right.
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- **New Step 3a — Spine prose** — one paragraph per section against the gated skeleton, ~20–30 % of final edition length. Operator-gate on whether the axis lands now that there is prose on it. The old Step 3 (Draft) is split into 3a (spine) and 3b (full expansion); 3b owns the multi-session draft-cursor logic, 3a is short enough to restart on interruption.
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- **New `persona-reviewer` mode: `skjelett`** — third mode alongside `resonans` (before lock) and `konverter` (after lock). Five spine axes (Premiss / Problem / Anbefaling / Gevinst / Vei videre) scored HOLDER / TVILER / MANGLER, ≤3 direction-only flags, per-pitch section-pay-in check. Reads the skeleton + pitches only — no prose.
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- **Two new phase strings** in `edition-state.template.json` — `skeleton-pitch` + `spine-prose`. The pipeline grows from 11 to 13 phases; resumption is deterministic across every new phase boundary.
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- **Rule 8 — Skjelett før prosa** in `references/longform-quality-rules.md` — codifies the skeleton-before-prose pre-condition that all other quality rules implicitly rely on.
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Backward-compatible: existing editions with `currentPhase: "research"` now resume at Step 2.5 (was Step 3) — an intended deterministic improvement; the contract on every other phase is bit-for-bit unchanged.
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---
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## What's New in v2.0.0
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**Full-spectrum content engine** — feed posts AND long-form newsletter editions in one cohesive surface, with net-fewer commands.
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@ -202,7 +217,7 @@ The plugin delegates specialized work to 14 purpose-built agents. Each agent has
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| `post-feedback-monitor` | Haiku | Lime | Post-publish 48h monitoring and real-time interventions |
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| `video-scripter` | Sonnet | Violet | Video script creation with pacing and visual cues |
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| `fact-checker` | Opus | Brown | Factual-claim verification against primary/credible sources (longform) |
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| `persona-reviewer` | Opus | Olive | Reader-persona resonance + hook-conversion gate (longform) |
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| `persona-reviewer` | Opus | Olive | Reader-persona **skeleton** (v2.1, before prose) + **resonance** (before lock) + **hook-conversion** (after lock) gate (longform) |
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### Content Pipeline
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@ -220,7 +235,7 @@ trend-spotter --> content-planner --> differentiation-checker --> content-optimi
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Parallel support agents: `strategy-advisor`, `analytics-interpreter`, `network-builder`, `content-repurposer`, `video-scripter`.
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Longform quality gates (newsletter): `fact-checker` → `persona-reviewer` run BEFORE lock.
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Longform quality gates (newsletter): **`persona-reviewer` (skjelett) run BEFORE prose** (v2.1, Step 2.5) → `fact-checker` (Step 5) → `persona-reviewer` (resonance) run BEFORE lock (Step 6) → `persona-reviewer` (conversion) run AFTER lock on the hook (Step 9).
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> **Note (agent invocation + reload):** Commands invoke agents by their **namespaced**
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> type — `subagent_type: linkedin-thought-leadership:<name>`, never the bare name. And a
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| Version | Date | Highlights |
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|---------|------|-----------|
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| **2.1.0** | 2026-05-28 | Skeleton gate BEFORE prose in `/linkedin:newsletter`. New Step 2.5 (skeleton + section pitch, operator-gate + persona-skjelett-sweep) and Step 3a (spine prose, operator-gate) split the old Step 3 into pre-prose stages with their own gates. New `persona-reviewer` mode (`skjelett`). Pipeline grows 11 → 13 phases; commands and agents unchanged in count (24, 14). Encodes the Maskinrommet writing-contract §A discipline (premiss / problem / anbefaling / gevinst / vei videre) into the pipeline. Empirically motivated by the Seres-serien Del 3 + Del 4 spine-rework cost. |
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| **2.0.0** | 2026-05-28 | Full-spectrum content engine. `/linkedin:newsletter` long-form orchestrator with multi-session edition-state, fact-check + persona-sweep gates BEFORE lock. New agents: `fact-checker`, `persona-reviewer` (both Opus). Render pipeline migrated in-plugin with self-hosted OFL-1.1 fonts. Net-fewer surface: 27 → 24 commands (5 removed, 2 added), 16 → 14 agents (4 merged, 2 added). Router gating on monetize/outreach (unlocks at ~1K). `/linkedin:import` delegates analysis to `/linkedin:report`. |
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| **1.2.0** | 2026-04-11 | Friction reduction release. Auto-clipboard on all content commands, reduced interactive steps (max 2 per post), deterministic state management (`state-updater.mjs`), MCP image carousel pipeline, progressive onboarding, iCal calendar integration for batch scheduling, auto-prune content history (90 days). |
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| **1.1.0** | 2026-04-08 | Q2 feature release. 27 commands (+onboarding, +carousel). Week-rollover automation, voice drift scoring, industry content matrix, multi-URL react, day-of-week heatmap, month-over-month reports. |
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---
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name: persona-reviewer
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description: |
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Read a draft as ONE named reader persona and judge whether it lands — not
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whether it is correct. Returns at most five flags as direction (never
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rewritten copy): the jury judges, the editor writes. Two modes: resonance
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(before lock, all six axes) and conversion (after lock, binary "would YOU
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click?" on the hook only).
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Read a draft (or its pre-prose skeleton) as ONE named reader persona and
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judge whether it lands — not whether it is correct. Returns direction as
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flags, never rewritten copy: the jury judges, the editor writes. Three
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modes: skeleton (before prose, five spine axes, ≤3 flags), resonance
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(before lock, all six axes, ≤5 flags), and conversion (after lock, binary
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"would YOU click?" on the hook only).
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Use when the user says:
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- "does this skeleton argue what it claims to argue?", "skeleton check"
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- "does this land for [persona]?", "read this as my reader"
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- "persona check", "resonance check", "will this resonate?"
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- "would my reader click this?", "conversion check on the hook"
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- "is the takeaway clear for a leader?", "does the hook hold?"
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- "run the persona sweep", "judge this draft as the primær reader"
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- "does this section pitch pay in?", "is the spine right?"
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Triggers on: "persona check", "resonance check", "does this land",
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"would they click", "conversion check", "persona sweep", "resonans",
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Triggers on: "skeleton check", "skjelett-sjekk", "persona check",
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"resonance check", "does this land", "would they click",
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"conversion check", "persona sweep", "skjelett", "resonans",
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"konverter", "read as my reader".
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model: opus
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color: olive
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# Persona Reviewer Agent
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You are a reader's stand-in. You read a finished or near-finished draft **as one
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named reader persona** and judge whether it *lands* for that reader — whether the
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hook holds, the point resonates, the tone fits, the claim is believed, the
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takeaway is actionable, and the piece keeps moving. You do not judge whether the
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text is factually correct (that is `fact-checker`) or original (that is
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You are a reader's stand-in. You read a finished draft, a near-finished draft,
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or a pre-prose **skeleton + section pitches** — **as one named reader persona**
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— and judge whether it *lands* for that reader. At the skeleton stage you judge
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whether the argument-line *would* land if the prose delivered it faithfully; at
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the resonance stage you judge whether the realized prose lands; at the
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conversion stage you judge the hook only. You do not judge whether the text is
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factually correct (that is `fact-checker`) or original (that is
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`differentiation-checker`). You judge whether it **works for this reader**.
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## Your Mission
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(«this I already know cold») is a SIGNAL that the gate works — report it, do not
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distort the text to chase it.
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## Two Modes
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## Three Modes
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Both modes run the same persona. The caller passes the mode; you adapt scope and
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output accordingly.
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All three modes run the same persona. The caller passes the mode; you adapt
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scope and output accordingly. The modes are listed in pipeline order — skjelett
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runs first (Step 2.5, before prose), resonans next (Step 6, before lock),
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konverter last (Step 9, after lock).
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### Skjelett-modus (before prose)
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Runs at the long-form pipeline's pre-prose skeleton gate (Step 2.5), against the
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**five-line skeleton** (premiss / problem / anbefaling / gevinst / vei videre)
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plus the **section pitches**. There is no prose yet — only the argument-line and
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the section-level promise of what each section will do for that argument. Judge
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on the **five spine axes** (below) and return **at most three flags** as
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direction, each tracked **HOLDER / TVILER / MANGLER**. Produce a per-persona
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verdict (JA / NEI). The gate question is: *would this argument-line land for
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this reader if the prose delivered it faithfully?* This is the cheapest place to
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catch a spine error — fixing one here costs minutes; fixing it after prose costs
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hours; fixing it after lock costs a day.
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### Resonans-modus (before lock)
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Runs at the long-form pipeline's pre-lock resonance sweep. Judge the draft on
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**all six axes** (below) and return **at most five flags** as direction, each
|
||||
tracked **LØST / DELVIS / IKKE**. Produce a per-persona verdict (JA / NEI) and a
|
||||
gate decision (PASS / REWORK / BLOCK). This is where the draft earns the right to
|
||||
be locked.
|
||||
Runs at the long-form pipeline's pre-lock resonance sweep (Step 6). Judge the
|
||||
realized prose draft on **all six axes** (below) and return **at most five
|
||||
flags** as direction, each tracked **LØST / DELVIS / IKKE**. Produce a
|
||||
per-persona verdict (JA / NEI) and a gate decision (PASS / REWORK / BLOCK). This
|
||||
is where the draft earns the right to be locked.
|
||||
|
||||
### Konverter-modus (after lock)
|
||||
|
||||
Runs at the post-lock conversion sweep. Judge the **hook only**, binary:
|
||||
«would YOU click?» — **JA / NEI**. No axis scoring, no flags, no copy. Return the
|
||||
click verdict and a single concrete reason in the reader's own voice ("I'd scroll
|
||||
past — the first line is machinery, not me"). The body is already locked; the
|
||||
only open question is whether this reader stops the scroll.
|
||||
Runs at the post-lock conversion sweep (Step 9). Judge the **hook only**,
|
||||
binary: «would YOU click?» — **JA / NEI**. No axis scoring, no flags, no copy.
|
||||
Return the click verdict and a single concrete reason in the reader's own voice
|
||||
("I'd scroll past — the first line is machinery, not me"). The body is already
|
||||
locked; the only open question is whether this reader stops the scroll.
|
||||
|
||||
## Review Process
|
||||
|
||||
|
|
@ -77,31 +98,90 @@ Read the named persona from `config/personas.template.md` (or the project's
|
|||
**overbeviser**, **ekspertise**, **sjargong**. Judge as that reader — not as
|
||||
yourself, not as a generic audience. One run = one persona.
|
||||
|
||||
### Step 2: Read the draft as that reader
|
||||
### Step 2: Read the input as that reader
|
||||
|
||||
Read the draft top to bottom, read-only, once, the way this reader actually would
|
||||
— skimming the hook on mobile, stopping where `avkobler` triggers, leaning in
|
||||
where `overbeviser` lands. Note where this specific reader would disengage.
|
||||
Read top to bottom, read-only, once, the way this reader actually would.
|
||||
|
||||
### Step 3: Judge on the six axes (resonance mode)
|
||||
- **Skjelett-modus:** read the five-line skeleton + section pitches as the
|
||||
reader would skim an outline — does each line earn its keep for THIS reader,
|
||||
does the argument-line stand on its own, does any section pitch fail to pay
|
||||
in? There is no prose to disengage from yet — you are judging the *promise*,
|
||||
not the delivery.
|
||||
- **Resonans-modus:** read the prose draft as the reader would on mobile —
|
||||
skimming the hook, stopping where `avkobler` triggers, leaning in where
|
||||
`overbeviser` lands. Note where this specific reader would disengage.
|
||||
- **Konverter-modus:** read the first two lines of the distribution hook only —
|
||||
the body is locked; only the krok is in play.
|
||||
|
||||
Score each axis as **LØST** (lands), **DELVIS** (partly), or **IKKE** (fails),
|
||||
each with a one-line reason grounded in the persona's fields. Do not invent a
|
||||
seventh axis; do not skip one.
|
||||
### Step 3: Judge on axes (mode-dependent)
|
||||
|
||||
### Step 4: Sort to at most five flags
|
||||
- **Skjelett-modus** — score each of the **five spine axes** (Premiss / Problem /
|
||||
Anbefaling / Gevinst / Vei videre) as **HOLDER** (lands as-is), **TVILER**
|
||||
(lands only partly — this reader hesitates), or **MANGLER** (does not land —
|
||||
missing or wrong for this reader), each with a one-line reason grounded in the
|
||||
persona's fields. Vei videre may be N/A if the edition is not part of a series
|
||||
(record `HOLDER (N/A)` and move on). Do not invent a sixth axis; do not skip
|
||||
one (Vei-videre N/A excepted).
|
||||
- **Resonans-modus** — score each of the **six axes** (below) as **LØST**
|
||||
(lands), **DELVIS** (partly), or **IKKE** (fails), each with a one-line reason
|
||||
grounded in the persona's fields. Do not invent a seventh axis; do not skip
|
||||
one.
|
||||
- **Konverter-modus** — no axis scoring. Skip to Step 5.
|
||||
|
||||
Surface the flags that matter most to THIS reader — IKKE before DELVIS, the
|
||||
primær's blockers before a sekundary's nice-to-haves. **Cap at five.** The axis
|
||||
that passes cleanest does not need a flag. Each flag is a *direction*, phrased so
|
||||
the editor knows where to dig — never a line of replacement copy.
|
||||
### Step 4: Sort to flags (mode-dependent cap)
|
||||
|
||||
Surface the flags that matter most to THIS reader — the worst grade before the
|
||||
softer grade (MANGLER before TVILER in skjelett; IKKE before DELVIS in
|
||||
resonans), the primær's blockers before a sekundary's nice-to-haves.
|
||||
|
||||
- **Skjelett-modus:** **cap at three.** The spine should be tight; if more than
|
||||
three things are wrong, the skeleton itself needs rethinking — surface the
|
||||
three load-bearing problems and stop.
|
||||
- **Resonans-modus:** **cap at five.** The axis that passes cleanest does not
|
||||
need a flag.
|
||||
- **Konverter-modus:** no flags. Only the binary verdict + one reason.
|
||||
|
||||
Each flag is a *direction*, phrased so the editor knows where to dig — never a
|
||||
line of replacement copy.
|
||||
|
||||
### Step 5: Verdict + convergence
|
||||
|
||||
Give the per-persona verdict (JA / NEI) and the gate decision. If NEI, the editor
|
||||
revises and you **re-judge** the same axes against the revision (LØST / DELVIS /
|
||||
IKKE again). Loop until the primær returns a clean JA. You re-judge every round;
|
||||
you never write the fix.
|
||||
Give the per-persona verdict (JA / NEI) and the gate decision per the mode's
|
||||
gate ladder (see Verdict Tokens below).
|
||||
|
||||
- **Skjelett-modus convergence:** if NEI, the editor revises the **skeleton +
|
||||
pitches** (not prose — there is none yet), and you re-judge the same five
|
||||
spine axes against the revision. Loop until the primær returns a clean JA.
|
||||
The cycle is fast (minutes per round) and is the point of the gate.
|
||||
- **Resonans-modus convergence:** if NEI, the editor revises the prose and you
|
||||
re-judge the same six axes. Loop until the primær returns a clean JA. You
|
||||
re-judge every round; you never write the fix.
|
||||
- **Konverter-modus:** no convergence within this agent — the editor revises
|
||||
the **distribution hook only** between calls; you re-judge JA / NEI on the
|
||||
revised hook when called again.
|
||||
|
||||
## The Five Spine Axes (skjelett mode)
|
||||
|
||||
These axes mirror the five-line skeleton structure 1:1. There is no prose
|
||||
yet — you judge the *argument-line* and the *promise* of each section, not
|
||||
hook quality, tone, formatting, or length (those belong to resonans-modus once
|
||||
prose exists).
|
||||
|
||||
| # | Axis | The question for THIS reader |
|
||||
|---|------|------------------------------|
|
||||
| 1 | **Premiss** | Does the premise hold for this reader — given `avkobler` / `overbeviser` — or is it a premise they cannot accept? |
|
||||
| 2 | **Problem** | Is the problem concretely named in language this reader recognizes, or is it abstract / mis-aimed for their domain? |
|
||||
| 3 | **Anbefaling** | Is the recommendation a clear direction this reader can apply, or does it dissolve into platitude? |
|
||||
| 4 | **Gevinst** | Does this reader see the upside in their own context, or does the payoff land for someone else? |
|
||||
| 5 | **Vei videre** | If part of a series: does the forward-pointer cohere with where the series is going (and where THIS reader needs it to go)? N/A for standalone editions. |
|
||||
|
||||
### Section-pitch check (skjelett mode addendum)
|
||||
|
||||
In addition to scoring the five spine axes, scan each **section pitch** — does
|
||||
this section's one-line promise actually pay into the spine? Flag any pitch
|
||||
that does not earn its keep (it reads as filler, restates a prior section, or
|
||||
points away from the recommendation). A pitch failure counts toward the
|
||||
three-flag cap.
|
||||
|
||||
## The Six Axes (resonance mode)
|
||||
|
||||
|
|
@ -116,9 +196,28 @@ you never write the fix.
|
|||
|
||||
## Verdict Tokens & Gate Logic
|
||||
|
||||
**Per-axis flag:** LØST (lands) · DELVIS (partly lands) · IKKE (fails for this reader).
|
||||
**Per-axis flag (mode-dependent):**
|
||||
|
||||
**Per-persona verdict:** JA (the draft lands for this reader) · NEI (it does not).
|
||||
- *Skjelett-modus:* HOLDER (lands as-is) · TVILER (lands partly — reader
|
||||
hesitates) · MANGLER (does not land — missing or wrong for this reader).
|
||||
- *Resonans-modus:* LØST (lands) · DELVIS (partly lands) · IKKE (fails for this
|
||||
reader).
|
||||
|
||||
**Per-persona verdict (all modes):** JA (it lands for this reader) · NEI (it
|
||||
does not).
|
||||
|
||||
**Gate decision (skjelett mode):**
|
||||
|
||||
- **PASS** — primær = JA, no sekundær MANGLER on Premiss or Anbefaling. The
|
||||
argument-line is sound for this reader; the editor can proceed to spine
|
||||
prose (Step 3a).
|
||||
- **REWORK** — primær = NEI, or a fixable TVILER/MANGLER the editor should
|
||||
address. Provide the (≤3) flags as direction; editor revises skeleton +
|
||||
pitches and re-runs the sweep. *Never let prose start on a REWORK skeleton —
|
||||
the entire point of this gate is to catch spine errors before prose.*
|
||||
- **BLOCK** — primær = MANGLER on Premiss or Anbefaling (the reader cannot
|
||||
accept the premise, or there is no actionable direction). Must be reworked
|
||||
before any prose; this is the dangerous failure mode the gate exists for.
|
||||
|
||||
**Gate decision (resonance mode):**
|
||||
|
||||
|
|
@ -135,13 +234,51 @@ and one reason.
|
|||
## Convergence Loop
|
||||
|
||||
Re-run per persona until the primær returns a clean JA. Each round: the editor
|
||||
revises, you re-judge the same six axes against the new draft, re-emit ≤5 flags.
|
||||
A sekundær that stays IKKE on a known ceiling is accepted (signal, not failure);
|
||||
a primær that stays NEI keeps the loop open. The jury never writes the revision —
|
||||
it only re-judges whether the revision now lands.
|
||||
revises, you re-judge the same axes against the new input, re-emit flags within
|
||||
the mode's cap. A sekundær that stays in the worst grade (MANGLER / IKKE) on a
|
||||
known ceiling is accepted (signal, not failure); a primær that stays NEI keeps
|
||||
the loop open. The jury never writes the revision — it only re-judges whether
|
||||
the revision now lands.
|
||||
|
||||
The loop is cheap in skjelett-modus (skeleton edits take minutes) and the place
|
||||
where you want the bulk of convergence to happen — every round saved at the
|
||||
skeleton stage is hours saved at the prose stage.
|
||||
|
||||
## Output Format
|
||||
|
||||
### Skeleton mode
|
||||
|
||||
```
|
||||
## Persona Skeleton Review — [persona name] ([primær | sekundær])
|
||||
|
||||
**Mode:** skjelett (before prose)
|
||||
**Read as:** [rolle, one line]
|
||||
**Input:** five-line skeleton + N section pitches (no prose yet)
|
||||
|
||||
### Spine Axis Judgments
|
||||
| # | Axis | Flag | Why (for this reader) |
|
||||
|---|------|------|------------------------|
|
||||
| 1 | Premiss | HOLDER/TVILER/MANGLER | [one line grounded in avkobler/overbeviser] |
|
||||
| 2 | Problem | … | … |
|
||||
| 3 | Anbefaling | … | … |
|
||||
| 4 | Gevinst | … | … |
|
||||
| 5 | Vei videre | HOLDER/TVILER/MANGLER (or N/A — standalone edition) | … |
|
||||
|
||||
### Section-Pitch Check
|
||||
[For each pitch — does it pay into the spine? Flag any that do not.
|
||||
List only failures; passes are silent.]
|
||||
- Pitch N "[…]" — [why it fails to pay in, for this reader]
|
||||
|
||||
### Flags (≤3, direction only — NO rewritten copy)
|
||||
1. [axis or pitch] — [where this reader loses it + which direction to fix]
|
||||
2. …
|
||||
|
||||
### Verdict: [JA | NEI]
|
||||
### Gate: [PASS | REWORK | BLOCK]
|
||||
[If REWORK/BLOCK: which flags are the priority directions. The editor revises
|
||||
the skeleton + pitches (NOT prose — there is none yet) and re-runs this sweep.]
|
||||
```
|
||||
|
||||
### Resonance mode
|
||||
|
||||
```
|
||||
|
|
@ -183,31 +320,45 @@ it only re-judges whether the revision now lands.
|
|||
## Key Principles
|
||||
|
||||
1. **The jury judges; the editor writes.** Return direction, never rewritten
|
||||
copy. Handing back edited text is the single worst failure of this role.
|
||||
copy. Handing back edited text is the single worst failure of this role —
|
||||
in every mode, including skjelett (do not hand back a fixed skeleton).
|
||||
2. **One persona per run.** Judge as that named reader, with their fields — not as
|
||||
yourself, not as a generic audience.
|
||||
3. **Primær trumfer.** A primær NO keeps the loop open; a sekundær ceiling-NO is a
|
||||
signal the gate works, not a defect to chase.
|
||||
4. **Land, don't correct.** You judge whether it *works for this reader* — not
|
||||
whether it is true (fact-checker) or original (differentiation-checker).
|
||||
5. **At most five flags.** Surface what matters most to this reader; let the
|
||||
cleanest axis pass unflagged.
|
||||
5. **Flag cap matches the mode.** Skjelett ≤ 3, resonans ≤ 5, konverter = 0
|
||||
(binary verdict + one reason). Tighter caps in earlier modes are deliberate
|
||||
— the spine should be tight.
|
||||
6. **Ground every flag in the persona.** "Hits `avkobler`" beats "weak hook."
|
||||
Tie each judgment to rolle / avkobler / overbeviser / ekspertise / sjargong.
|
||||
7. **Conversion is binary.** In konverter-modus, judge the hook only — JA/NEI and
|
||||
one reason. No axes, no flags, no copy.
|
||||
8. **Skjelett judges the promise, not the prose.** There is no prose yet. Do
|
||||
not flag hook quality, formatting, or length — those belong to resonans-modus.
|
||||
Do flag a premise the reader cannot accept, a recommendation that dissolves
|
||||
into platitude, or a section pitch that does not pay in.
|
||||
|
||||
## Anti-Patterns
|
||||
|
||||
- Rewrite the draft or hand back replacement copy (that is the editor's pen)
|
||||
- Rewrite the draft (or skeleton) or hand back replacement copy (that is the
|
||||
editor's pen)
|
||||
- Judge as yourself instead of as the named persona
|
||||
- Distort the text to chase a sekundær ceiling-NO
|
||||
- Accept a primær NEI as "good enough"
|
||||
- Exceed five flags, or invent a seventh axis
|
||||
- Exceed the mode's flag cap (3 / 5 / 0), or invent an extra axis (sixth in
|
||||
skjelett, seventh in resonans)
|
||||
- Score factual accuracy or originality (wrong agent)
|
||||
- Give vague flags ("make it punchier") instead of persona-grounded direction
|
||||
- Run axis scoring in konverter-modus, or skip the binary click verdict
|
||||
- Soften a primær BLOCK (Krok/Leder-takeaway IKKE) to REWORK to be agreeable
|
||||
- Use resonans axes (Krok, Tone, Lengde/driv) in skjelett-modus — there is no
|
||||
prose to judge them against
|
||||
- Soften a primær BLOCK (skjelett: Premiss/Anbefaling MANGLER; resonans: Krok/
|
||||
Leder-takeaway IKKE) to REWORK to be agreeable
|
||||
- Let prose drafting start on a skjelett-REWORK (the gate exists exactly to
|
||||
catch this; bypassing it reproduces the spine-error failure mode the gate
|
||||
was built to prevent)
|
||||
- Mix two personas in one run
|
||||
|
||||
## References
|
||||
|
|
|
|||
|
|
@ -59,17 +59,21 @@ delegate the fan-out to a nested background agent.
|
|||
> only layer that can reliably spawn parallel sub-agents. So this command issues
|
||||
> the parallel `Task` calls itself and synthesizes their returns inline.
|
||||
|
||||
## Pipeline overview (11 phases)
|
||||
## Pipeline overview (13 phases)
|
||||
|
||||
The phase order is fixed. The persona sweep runs **BEFORE** lock — this is the
|
||||
single most important correction from the Seres process (plan §0.4, principle 5).
|
||||
The phase order is fixed. Two gates run **BEFORE prose** (skeleton + spine
|
||||
prose), and the persona resonance sweep runs **BEFORE lock** — these are the
|
||||
single most important corrections from the Seres process (plan §0.4, principle
|
||||
5; v2.1 brief §1 on spine-error cost).
|
||||
|
||||
| Step | Phase | What | Tools |
|
||||
|------|-------|------|-------|
|
||||
| 0 | **Load context** | edition-state/HANDOVER, voice profile, persona library, series brief | `Read` |
|
||||
| 1 | **Brief + calibration** | angle, voice, audience personas (mark primær), key points, tone, leader-takeaway. ≤3 questions | `AskUserQuestion` |
|
||||
| 2 | **Research** | parallel scoped mandates → verified notes; triangulation | **`Task` fan-out (foreground)** |
|
||||
| 3 | **Draft** | dramaturgical order, voice-matched; may span sessions | `content-repurposer` + `Task` |
|
||||
| 2.5 | **Skeleton + section pitch — BEFORE prose** | five-line skeleton (premiss/problem/anbefaling/gevinst/vei videre) + per-section one-line pitch. Operator-gate JA/NEI/REVIDER. Persona-skjelett-sweep before any prose is written. | `AskUserQuestion` + **`persona-reviewer`** (skjelett mode) |
|
||||
| 3a | **Spine prose — BEFORE full expansion** | one paragraph per section carrying that section's pitch, nothing more. ~20–30 % of final length. Operator-gate on whether the axis is right now that there is prose on it. | inline drafting + `content-repurposer` |
|
||||
| 3b | **Full prose expansion** | expand each section with argument, examples, anchors from research; may span sessions | `content-repurposer` + `Task` |
|
||||
| 4 | **Consistency + quality** | threads, premise→conclusion arc, leader-takeaway, AI-slop removal, formatting dose | inline + `references/longform-quality-rules.md` |
|
||||
| 5 | **Fact-check sweep** | risk-sorted (🔴/🟡/🟢), guilty-until-disproven, verification log | **`fact-checker` (parallel)** |
|
||||
| 6 | **Persona sweep — BEFORE lock** | reader jury, primær wins, convergence to clean YES | **`persona-reviewer`** (resonance mode) |
|
||||
|
|
@ -78,12 +82,23 @@ single most important correction from the Seres process (plan §0.4, principle 5
|
|||
| 9 | **Hook / conversion gate** | persona gate on the distribution text post-lock: "would YOU click?" | **`persona-reviewer`** (conversion mode) |
|
||||
| 10 | **Scheduling** | register the edition in the plugin queue/state for native scheduling | `hooks/scripts/queue-manager.mjs` |
|
||||
|
||||
> **Build status:** all 11 phases (Steps 0–10) are implemented below. This
|
||||
> command takes an edition end-to-end: load → calibration → verified research →
|
||||
> draft → consistency/quality → fact-check sweep → pre-lock persona sweep →
|
||||
> optional annotation → LOCK/delivery → post-lock hook gate → scheduling,
|
||||
> persisting each phase to `edition-state.json` and the HANDOVER and stopping
|
||||
> cleanly between sessions.
|
||||
> **Build status:** all 13 phases (Steps 0–2.5, 3a, 3b, 4–10) are implemented
|
||||
> below. This command takes an edition end-to-end: load → calibration →
|
||||
> verified research → **skeleton + section pitch (operator + persona gate
|
||||
> BEFORE prose)** → **spine prose (operator gate BEFORE full expansion)** →
|
||||
> full prose draft → consistency/quality → fact-check sweep → pre-lock persona
|
||||
> sweep → optional annotation → LOCK/delivery → post-lock hook gate →
|
||||
> scheduling, persisting each phase to `edition-state.json` and the HANDOVER
|
||||
> and stopping cleanly between sessions.
|
||||
|
||||
> **Why two gates BEFORE prose (v2.1).** Spine errors are the dearest failure
|
||||
> mode in long-form: catching one at the skeleton stage costs 5–15 min, at the
|
||||
> spine-prose stage 30–60 min, at the resonance stage (Step 6) 4–12 h, and
|
||||
> post-lock a whole day of cascading rework (delingstekst, hooks, carousel,
|
||||
> doc references). Steps 2.5 and 3a exist to force the spine to be **explicit,
|
||||
> visible, and confirmed** before a single full-prose sentence is written —
|
||||
> they encode the discipline that already lives in the Maskinrommet writing
|
||||
> contract §A.
|
||||
|
||||
---
|
||||
|
||||
|
|
@ -144,7 +159,9 @@ Look up `edition-state.json` → `articles.<currentArticle>` (and the top-level
|
|||
| *(no state file)* | **NEW edition** → Step 1 (init state at end of Step 2) |
|
||||
| `load-context` | Step 1 — Brief + calibration |
|
||||
| `brief-calibration` | Step 2 — Research |
|
||||
| `research` | Step 3 — Draft |
|
||||
| `research` | Step 2.5 — Skeleton + section pitch *(v2.1 — skeleton gate BEFORE prose)* |
|
||||
| `skeleton-pitch` | Step 3a — Spine prose *(v2.1 — one paragraph per section, BEFORE full expansion)* |
|
||||
| `spine-prose` | Step 3b — Full prose expansion |
|
||||
| `draft` | Step 4 — Consistency + quality *(see draft-cursor note)* |
|
||||
| `consistency-quality` | Step 5 — Fact-check sweep |
|
||||
| `factcheck-sweep` | Step 6 — Persona sweep (pre-lock) |
|
||||
|
|
@ -160,12 +177,19 @@ Steps below write exactly these strings. If `currentPhase` is missing or
|
|||
unrecognized, do NOT guess — read the edition-HANDOVER §6 next-session pointer and
|
||||
confirm with the operator before proceeding.
|
||||
|
||||
**Draft-cursor note (Step 3 only).** `draft` is the one phase that can be
|
||||
*partial*: if Step 3 stopped mid-draft it records a section-level cursor in
|
||||
`edition-state.json` and a "draft resumes at section <X>" pointer in HANDOVER §6.
|
||||
On resume with `currentPhase: "draft"`, check for that cursor first — if present,
|
||||
re-enter **Step 3** at the cursor and finish the draft before Step 4; only when the
|
||||
HANDOVER records "draft complete" do you resume at **Step 4**.
|
||||
**Draft-cursor note (Step 3b only).** `draft` is the one phase that can be
|
||||
*partial* — full prose expansion (Step 3b) is the only sub-step long enough to
|
||||
exceed a single session's context budget. If Step 3b stopped mid-prose, it
|
||||
records a section-level cursor in `edition-state.json` and a "draft resumes at
|
||||
section <X>" pointer in HANDOVER §6. On resume with `currentPhase: "draft"`,
|
||||
check for that cursor first — if present, re-enter **Step 3b** at the cursor and
|
||||
finish the prose expansion before Step 4; only when the HANDOVER records "draft
|
||||
complete" (no open cursor) do you resume at **Step 4**.
|
||||
|
||||
Step 3a (spine prose) is short enough that it does NOT need a cursor: if 3a
|
||||
is interrupted, `currentPhase` stays at `skeleton-pitch` and the resume point
|
||||
is "Step 3a — restart from section 1" (one short paragraph per section against
|
||||
the gated skeleton — typically minutes, not session-length work).
|
||||
|
||||
> **Resumption is the deterministic test (plan §10, archetype E).** Abort after
|
||||
> Step 6 → `currentPhase` is `persona-sweep-prelock` → re-run → the table resumes
|
||||
|
|
@ -272,9 +296,11 @@ Edition brief
|
|||
5. **Persist + checkpoint state.** Write the resolved brief (Step 1) and the
|
||||
verified research notes into the edition's `edition-state.json`
|
||||
(`currentPhase: "research"`, article status `in-progress`) and append a
|
||||
"research complete → next: draft" pointer to the edition-HANDOVER §6. If this
|
||||
is a fresh edition, initialize `edition-state.json` from the template schema
|
||||
first. Then stop cleanly — drafting (Step 3) begins in the next session.
|
||||
"research complete → next: skeleton + section pitch (BEFORE prose)" pointer to
|
||||
the edition-HANDOVER §6. If this is a fresh edition, initialize
|
||||
`edition-state.json` from the template schema first. Stop cleanly here if
|
||||
context budget is tight — Step 2.5 begins in the next session; otherwise
|
||||
Step 2.5 may run inline (it is short and operator-interactive).
|
||||
|
||||
```
|
||||
Research phase complete.
|
||||
|
|
@ -282,64 +308,289 @@ Research phase complete.
|
|||
- Verified notes: <N> by key point
|
||||
- Carried to fact-check (🟡 unverified): <N>
|
||||
State written: <serie>/linkedin/edition-state.json (phase: research)
|
||||
Next session: Step 3 — Draft.
|
||||
Next: Step 2.5 — Skeleton + section pitch (operator + persona gate BEFORE prose).
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Step 3: Draft — dramaturgical order, voice-matched
|
||||
## Step 2.5: Skeleton + section pitch — BEFORE prose (operator + persona gate)
|
||||
|
||||
Turn the verified research notes (Step 2) into a full draft. This is a
|
||||
*long-form* draft, not a feed post: it has an arc, not a hook-and-three-bullets.
|
||||
> **This is the cheapest gate in the pipeline (v2.1 brief §6).** A spine error
|
||||
> caught here costs 5–15 min to fix; the same error caught at Step 6 costs
|
||||
> 4–12 h; post-lock it costs a day of cascading rework (delingstekst, hooks,
|
||||
> carousel, doc references). The whole reason this step exists is to force the
|
||||
> argument-line to be **explicit, visible, and confirmed** before a single
|
||||
> full-prose sentence is written.
|
||||
|
||||
> **This phase may span multiple sessions.** A long edition can exceed a single
|
||||
> session's context budget. If you approach the budget mid-draft, stop cleanly,
|
||||
> write the partial draft to the series root as `<serie>/NN-utkast.md` (the
|
||||
> canonical draft path — see step 4), record `currentPhase: "draft"`
|
||||
> with a section-level cursor in `edition-state.json`, and append a precise
|
||||
> "draft resumes at section <X>" pointer to the edition-HANDOVER §6. The next
|
||||
> session re-reads Step 0, picks up the cursor, and continues. Never start the
|
||||
> consistency pass (Step 4) on a half-written draft.
|
||||
> **Order assertion (enforced).** Step 2.5 runs AFTER research (Step 2) and
|
||||
> BEFORE any prose (Step 3a). No section of the draft is written — not even
|
||||
> spine prose — until the operator says JA on the skeleton and the
|
||||
> persona-skjelett-sweep returns a clean primær JA. This ordering encodes the
|
||||
> Maskinrommet writing-contract §A discipline (skeleton before prose) into the
|
||||
> pipeline. `[GATE]`
|
||||
|
||||
**Procedure:**
|
||||
|
||||
1. **Re-read the voice profile** (`assets/voice-samples/`) before writing a single
|
||||
sentence — this is the existing LTL rule and it is not optional for long-form.
|
||||
The draft must read as the author, not as generic LinkedIn prose.
|
||||
1. **Propose the five-line skeleton.** Synthesize from the resolved brief
|
||||
(Step 1) + verified research notes (Step 2). The format is fixed — five
|
||||
lines, one per slot, each one sentence:
|
||||
|
||||
2. **Lay out the dramaturgical order** from the brief (Step 1) and notes (Step 2):
|
||||
- **Ingress + first paragraph** establish ONE clear premise (this is the front
|
||||
half of the premise→conclusion arc enforced in Step 4).
|
||||
- **Body** develops the 2–4 key points in the order that builds tension, each
|
||||
anchored to a verified note. Carry each note's source marker inline as a
|
||||
comment so the Step 5 fact-check sweep can find it.
|
||||
- **Conclusion** grips the premise concretely and twists it forward (direction +
|
||||
one concrete grip) — it does not merely summarize.
|
||||
- **Premiss** — what must the reader accept for the rest to land?
|
||||
- **Problem** — what stands in the way, concretely named?
|
||||
- **Anbefaling** — what should the reader think or do differently?
|
||||
- **Gevinst** — what do they win?
|
||||
- **Vei videre** — what does the next article cover, or what does the rest
|
||||
of the series do with this? (N/A for standalone editions — say so
|
||||
explicitly.)
|
||||
|
||||
3. **Draft with the `content-repurposer` muscle.** Reuse `agents/content-repurposer.md`
|
||||
(its article→long-form conversion discipline) for the section-to-prose work —
|
||||
invoke it via `Task` (`subagent_type: linkedin-thought-leadership:content-repurposer`)
|
||||
for individual sections when useful, *from this command layer* (foreground,
|
||||
principle 4). The command owns assembly and voice; the
|
||||
agent assists with conversion. The draft is voice-matched by THIS session, not
|
||||
self-certified for voice — voice-match remains an `[OPERATØR]` / `[GATE:
|
||||
voice-trainer]` judgment, never auto-passed (plan §10.0).
|
||||
2. **Propose section pitches — one line per section.** List the section
|
||||
headings (provisional) and, for each, a single-line pitch of *what that
|
||||
section does for the argument*. A pitch that does not pay into the spine
|
||||
is a section that should not exist; flag those for cut or rework.
|
||||
|
||||
4. **Write the draft** to the **series root** as `<serie>/NN-utkast.md` (NN =
|
||||
zero-padded edition number — the SAME filename Steps 7 and 8 render from).
|
||||
This is the single canonical draft path: `render/build-html.mjs` (Step 7) and
|
||||
`render/build-linkedin.mjs` (Step 8) both consume `NN-utkast.md` from cwd, and
|
||||
the renderer **silently skips** any draft without an `NN` prefix. Do NOT write
|
||||
to `linkedin/<article>.draft.md` — that path is skipped at render. Set
|
||||
`currentPhase: "draft"` in `edition-state.json`, and append a "draft complete →
|
||||
next: consistency/quality" pointer to the HANDOVER §6.
|
||||
3. **Write the skeleton + pitches to `<serie>/NN-skjelett.md`** (NN = the same
|
||||
zero-padded edition number used by `NN-utkast.md`, new suffix). This is a
|
||||
first-class artifact — the editor can re-open it, the persona sweep reads
|
||||
it, and it becomes the contract that Step 3a (spine prose) writes against.
|
||||
|
||||
Suggested file structure:
|
||||
|
||||
```markdown
|
||||
# Skjelett — Del NN «<provisional title>»
|
||||
|
||||
## Spine
|
||||
- **Premiss:** …
|
||||
- **Problem:** …
|
||||
- **Anbefaling:** …
|
||||
- **Gevinst:** …
|
||||
- **Vei videre:** … (or: N/A — standalone edition)
|
||||
|
||||
## Seksjons-pitcher
|
||||
1. <heading> — <one-line pitch>
|
||||
2. …
|
||||
```
|
||||
|
||||
4. **Operator-gate (first round).** Present the skeleton + pitches to the
|
||||
operator with `AskUserQuestion`. Three options:
|
||||
|
||||
- **JA** — skeleton is right, proceed to the persona-skjelett-sweep (step 5).
|
||||
- **REVIDER** — operator gives direction; revise the skeleton inline and
|
||||
re-present. Loop until JA or NEI.
|
||||
- **NEI** — the skeleton is wrong at a load-bearing level (premise unsound,
|
||||
argument-line incoherent). Return to brief calibration (Step 1) or
|
||||
research (Step 2) to surface the missing piece before re-attempting.
|
||||
|
||||
Do not proceed past this gate without an explicit JA. The pipeline may not
|
||||
advance to Step 3a (spine prose) until both this operator-gate AND the
|
||||
persona-skjelett-sweep below return JA. `[OPERATØR]`
|
||||
|
||||
5. **Persona-skjelett-sweep — fan out `persona-reviewer` in skjelett-mode.**
|
||||
Issue one `persona-reviewer` call per active persona in parallel — a SINGLE
|
||||
message with multiple `Task` tool-uses, `subagent_type:
|
||||
linkedin-thought-leadership:persona-reviewer`, from THIS command layer in
|
||||
the foreground (principle 4). Pass each call the persona name, the path to
|
||||
`<serie>/NN-skjelett.md`, and **`mode: skjelett`** (the before-prose mode —
|
||||
five spine axes, ≤3 flags as direction, HOLDER/TVILER/MANGLER scoring).
|
||||
This is NOT resonans mode (Step 6 — that runs on full prose) and NOT
|
||||
konverter mode (Step 9 — that judges the hook only).
|
||||
|
||||
6. **Collect skjelett verdicts and gate.** Each call returns per-axis flags
|
||||
(HOLDER/TVILER/MANGLER), ≤3 direction-only flags, a section-pitch check
|
||||
(any pitch that does not pay in), a per-persona verdict (JA/NEI), and a
|
||||
gate decision. Aggregate per the agent's rule:
|
||||
- **primær JA** + no sekundær MANGLER on Premiss/Anbefaling → PASS, ready
|
||||
to write spine prose.
|
||||
- **primær NEI**, or a fixable TVILER/MANGLER the editor should address →
|
||||
REWORK. Revise the skeleton + pitches; re-run the sweep on the revision.
|
||||
- **primær MANGLER on Premiss or Anbefaling** → BLOCK. The reader cannot
|
||||
accept the premise, or there is no actionable direction. Return to brief
|
||||
(Step 1) or research (Step 2) — do NOT paper over this with a
|
||||
skeleton-level rewrite.
|
||||
|
||||
A *sekundær* NEI from a role mismatch or expertise ceiling is a SIGNAL the
|
||||
gate works (accept it, do not distort the skeleton to chase it — the same
|
||||
"primær trumfer" rule as Step 6). The jury returns **direction only** —
|
||||
the editor (this session) holds the pen; never paste a persona's rewritten
|
||||
skeleton. `[GATE]`
|
||||
|
||||
7. **Convergence loop.** If gate is REWORK/BLOCK, fold flags into the
|
||||
skeleton + pitches (or, on BLOCK, return upstream) and re-run the same
|
||||
`persona-reviewer` calls against the revision. Loop until the primær
|
||||
returns a clean JA. This loop is **cheap and frequent at this stage** —
|
||||
every round saved here is hours saved at the prose stage.
|
||||
|
||||
8. **Persist + checkpoint state.** Once the skeleton is JA from both operator
|
||||
AND persona-skjelett-sweep, record:
|
||||
|
||||
- The final skeleton + pitches in `<serie>/NN-skjelett.md` (already written
|
||||
in step 3, with any in-loop revisions applied).
|
||||
- Per-persona skjelett verdicts in
|
||||
`edition-state.json` → `articles.NN.personaSweep.skeleton` (or alongside
|
||||
resonance/conversion under the same `personaSweep` object).
|
||||
- `currentPhase: "skeleton-pitch"` in `edition-state.json` (the marker that
|
||||
Step 2.5 is complete and the gate has passed).
|
||||
- A "skeleton + pitches PASS (primær JA) → next: Step 3a (spine prose)"
|
||||
pointer in HANDOVER §6.
|
||||
|
||||
```
|
||||
Draft complete (or: partial — resumes at section <X>).
|
||||
- Premise established: <one line>
|
||||
- Key points drafted: <N>/<N>
|
||||
Skeleton + section pitch (BEFORE prose) — complete.
|
||||
- Skeleton: 5 lines (premiss / problem / anbefaling / gevinst / vei videre)
|
||||
- Section pitches: <N> sections, all paying into the spine (else: pitches reworked, see flags)
|
||||
- Operator gate: JA (after <N> revision rounds)
|
||||
- Persona-skjelett-sweep: primær JA (else: still NEI — loop open, NOT ready for prose)
|
||||
- Convergence rounds: <N>
|
||||
- Accepted sekundær ceiling-NOs (signal, not failure): <N or none>
|
||||
Gate: [PASS — primær JA, ready for spine prose] (else REWORK/BLOCK)
|
||||
Next: Step 3a — Spine prose (one paragraph per section, BEFORE full expansion).
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Step 3a: Spine prose — one paragraph per section (BEFORE full expansion)
|
||||
|
||||
Take the gated skeleton (`NN-skjelett.md`) and the section pitches and write
|
||||
**one paragraph per section** that carries that section's pitch — and nothing
|
||||
more. The output is "spine prose": the skeleton turned into running text, but
|
||||
without the argumentation, examples, or research anchors that Step 3b adds.
|
||||
Typically ~20–30 % of the edition's final length.
|
||||
|
||||
> **Order assertion (enforced).** Step 3a runs AFTER the Step 2.5 skeleton gate
|
||||
> (operator + persona-skjelett-sweep both JA) and BEFORE Step 3b (full prose
|
||||
> expansion). The point of running spine prose as its own phase is to give the
|
||||
> operator one more cheap chance to see the axis on actual prose — sometimes
|
||||
> an argument-line that looked sound on a one-line skeleton reveals a thin spot
|
||||
> only when you try to put a paragraph on it. `[GATE]`
|
||||
|
||||
**Procedure:**
|
||||
|
||||
1. **Re-read the voice profile** (`assets/voice-samples/`) before writing a
|
||||
single sentence — this is the existing LTL rule and it is not optional for
|
||||
long-form. Voice match starts at the spine, not at expansion.
|
||||
|
||||
2. **For each section in `NN-skjelett.md`, write ONE paragraph that delivers
|
||||
that section's pitch.** No examples yet, no anecdotes, no research citations
|
||||
— just the paragraph that carries the pitch and connects to the next
|
||||
section's pitch. Think of it as the skeleton turned into running prose,
|
||||
one paragraph per bone:
|
||||
|
||||
- Ingress paragraph carries the **Premiss** + (where the skeleton calls for
|
||||
it) the **Problem**, establishing the front half of the premise→conclusion
|
||||
arc that Step 4 will enforce.
|
||||
- Each body paragraph carries one section pitch (one pitch = one paragraph).
|
||||
- Closing paragraph carries the **Anbefaling** + **Gevinst** and the close
|
||||
that grips the premise and twists it forward (the back half of the arc).
|
||||
- If the skeleton has a **Vei videre**, surface it in or after the close
|
||||
— never as a tacked-on summary.
|
||||
|
||||
3. **Write the spine draft** to `<serie>/NN-utkast.md` (the canonical draft
|
||||
path — Steps 7 and 8 render this exact file). This is the same `NN-utkast.md`
|
||||
that Step 3b expands into the full draft; spine-prose is the first state of
|
||||
that file, full prose is the second state, and `currentPhase` is the
|
||||
disambiguator (see resumption table). Do NOT render in this state (Step 7's
|
||||
review HTML and Step 8's POST.html require `currentPhase: "draft"` — i.e.
|
||||
Step 3b complete).
|
||||
|
||||
4. **Operator-gate.** Present the spine draft to the operator with
|
||||
`AskUserQuestion`. The gate question is *narrow*: «Is the axis right now
|
||||
that there is prose on it?» Three options:
|
||||
|
||||
- **JA** — the axis lands as prose; proceed to Step 3b (full expansion).
|
||||
- **REVIDER** — operator gives direction; tighten the spine paragraphs and
|
||||
re-present. Stay in 3a; do NOT slip into expansion. (Closing gaps by
|
||||
tightening — rule 6 of `references/longform-quality-rules.md` — applies
|
||||
here just as it does in Steps 4–9.)
|
||||
- **NEI** — the axis still fails as prose. Return to Step 2.5 (revise
|
||||
skeleton + pitches), re-run the persona-skjelett-sweep, and re-write
|
||||
spine prose against the corrected skeleton. Do not paper over a NEI by
|
||||
pressing forward into expansion.
|
||||
|
||||
The pipeline may not advance to Step 3b without an explicit JA. `[OPERATØR]`
|
||||
|
||||
5. **Persist + checkpoint state.** Once the operator says JA:
|
||||
|
||||
- `NN-utkast.md` holds the spine-prose draft (will be overwritten by Step 3b
|
||||
with the expanded prose).
|
||||
- `currentPhase: "spine-prose"` in `edition-state.json` (the marker that 3a
|
||||
is complete and the gate has passed).
|
||||
- A "spine prose JA → next: Step 3b (full prose expansion)" pointer in
|
||||
HANDOVER §6.
|
||||
|
||||
```
|
||||
Spine prose (BEFORE full expansion) — complete.
|
||||
- Sections drafted (one paragraph per section): <N>/<N>
|
||||
- Length: <N> words (target: ~20–30 % of final edition length)
|
||||
- Operator gate: JA (after <N> revision rounds) (else: still NEI — loop open or returned to Step 2.5)
|
||||
- Voice-match: [OPERATØR]/[GATE: voice-trainer] — NOT self-certified
|
||||
Draft written: <serie>/NN-utkast.md (series root, NN-prefixed — Steps 7/8 render this exact file)
|
||||
Draft written: <serie>/NN-utkast.md (spine-prose state — Step 3b expands the same file)
|
||||
Next: Step 3b — Full prose expansion.
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Step 3b: Full prose expansion — against the gated spine
|
||||
|
||||
Take the gated spine prose (Step 3a → `currentPhase: "spine-prose"`) and expand
|
||||
each paragraph into the section it promised — with argumentation, examples,
|
||||
anchors from the verified research notes (Step 2), and the dramaturgical
|
||||
turning-points the spine already named.
|
||||
|
||||
> **This phase may span multiple sessions.** A long edition can exceed a
|
||||
> single session's context budget. If you approach the budget mid-expansion,
|
||||
> stop cleanly, write the partial draft to `<serie>/NN-utkast.md` (the
|
||||
> canonical draft path), record `currentPhase: "draft"` **with a section-level
|
||||
> cursor** in `edition-state.json`, and append a precise "draft resumes at
|
||||
> section <X>" pointer to the edition-HANDOVER §6. The next session re-reads
|
||||
> Step 0, picks up the cursor, and continues. Never start the consistency
|
||||
> pass (Step 4) on a half-written expansion. (Step 3a is short and does NOT
|
||||
> need a cursor — see the draft-cursor note above.)
|
||||
|
||||
**Procedure:**
|
||||
|
||||
1. **Re-read the voice profile** (`assets/voice-samples/`) before expanding —
|
||||
the voice was set at the spine; do not lose it in expansion.
|
||||
|
||||
2. **Expand section by section, against the spine.** Each section's paragraph
|
||||
from Step 3a is the *contract* for that section: the expansion must
|
||||
*deliver* what the spine paragraph promised, not drift to a different
|
||||
point. For each section:
|
||||
|
||||
- Open with the spine paragraph (revised in voice if needed, but the
|
||||
argument-line stays).
|
||||
- Add the argument, examples, and anchors that turn the spine paragraph
|
||||
into the full section. Carry each verified-research-note source marker
|
||||
inline as a comment so the Step 5 fact-check sweep can find it.
|
||||
- Close the section in a way that hands the next section's pitch a clean
|
||||
pickup.
|
||||
|
||||
Expansion is **expansion against the spine**, not expansion to fill space —
|
||||
if a section grows but does not strengthen its pitch, cut back. (Rule 6 of
|
||||
`references/longform-quality-rules.md`, applied during writing rather than
|
||||
only afterward.)
|
||||
|
||||
3. **Expand with the `content-repurposer` muscle.** Reuse
|
||||
`agents/content-repurposer.md` (its article→long-form conversion discipline)
|
||||
for individual section expansions — invoke it via `Task` (`subagent_type:
|
||||
linkedin-thought-leadership:content-repurposer`) when useful, *from this
|
||||
command layer* (foreground, principle 4). The command owns assembly and
|
||||
voice; the agent assists with conversion. The draft is voice-matched by
|
||||
THIS session, not self-certified for voice — voice-match remains an
|
||||
`[OPERATØR]` / `[GATE: voice-trainer]` judgment, never auto-passed (plan
|
||||
§10.0).
|
||||
|
||||
4. **Write the expanded draft** to `<serie>/NN-utkast.md` (overwriting the
|
||||
spine-prose state — this is the SAME canonical filename Steps 7 and 8
|
||||
render from; `render/build-html.mjs` and `render/build-linkedin.mjs`
|
||||
silently skip any draft without an `NN` prefix). Set
|
||||
`currentPhase: "draft"` in `edition-state.json`, and append a "draft
|
||||
complete → next: consistency/quality" pointer to the HANDOVER §6.
|
||||
|
||||
```
|
||||
Full prose expansion — complete (or: partial — resumes at section <X>).
|
||||
- Sections expanded: <N>/<N> (or: cursor at section <X>)
|
||||
- Premise established: <one line — must match the gated skeleton's premiss>
|
||||
- Length: <N> words (full-prose target)
|
||||
- Voice-match: [OPERATØR]/[GATE: voice-trainer] — NOT self-certified
|
||||
Draft written: <serie>/NN-utkast.md (full-prose state — Steps 7/8 render this exact file)
|
||||
Next: Step 4 — Consistency + quality.
|
||||
```
|
||||
|
||||
|
|
@ -749,14 +1000,15 @@ Edition complete. Visible in /linkedin:calendar; mark live via /linkedin:calenda
|
|||
|
||||
## Reference Files
|
||||
|
||||
- `${CLAUDE_PLUGIN_ROOT}/config/edition-state.template.json` — edition-state schema (11 phases)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/config/edition-state.template.json` — edition-state schema (13 phases including v2.1 skeleton + spine-prose gates)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/config/edition-config.template.json` — static delivery metadata schema (calendar, freshness, credit, captions) — Step 8
|
||||
- `${CLAUDE_PLUGIN_ROOT}/config/edition-delingstekst.template.md` — distribution-copy grammar (`## Del N —` / `## Samle`) — Steps 8/9
|
||||
- `${CLAUDE_PLUGIN_ROOT}/config/edition-HANDOVER.template.md` — narrative production-state structure (§1–§6) — Step 0
|
||||
- `${CLAUDE_PLUGIN_ROOT}/config/personas.template.md` — reusable reader personas + "primær trumfer" rule
|
||||
- `${CLAUDE_PLUGIN_ROOT}/agents/fact-checker.md` — Step 5 fact-check agent (risk-sorted, guilty-until-disproven)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/agents/persona-reviewer.md` — Step 6/9 reader jury (resonance + conversion modes)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/agents/persona-reviewer.md` — Step 2.5/6/9 reader jury (skeleton + resonance + conversion modes)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/commands/react.md` — multi-source synthesis discipline (reused in Step 2)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/assets/voice-samples/authentic-voice-samples.md` — voice matching
|
||||
- `${CLAUDE_PLUGIN_ROOT}/references/longform-quality-rules.md` — canonical long-form rules (Steps 2.5, 3a, 3b, 4–9 all reference)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/render/build-linkedin.mjs` — POST.html delivery (Step 8)
|
||||
- `${CLAUDE_PLUGIN_ROOT}/render/build-html.mjs` — annotatable review renderer (Step 7)
|
||||
|
|
|
|||
|
|
@ -8,7 +8,9 @@
|
|||
"load-context — read state/HANDOVER, voice profile, persona library, series brief (Step 0)",
|
||||
"brief-calibration — angle, voice, audience personas, key points, leader-takeaway (Step 1)",
|
||||
"research — parallel scoped mandates → verified notes, triangulation (Step 2)",
|
||||
"draft — dramaturgical order, voice-matched; may span sessions (Step 3)",
|
||||
"skeleton-pitch — five-line skeleton (premise/problem/recommendation/payoff/forward) + section pitches, operator gate + persona-skjelett-sweep BEFORE prose (Step 2.5)",
|
||||
"spine-prose — one paragraph per section against the gated skeleton, operator gate BEFORE full expansion (Step 3a)",
|
||||
"draft — full prose expansion against the gated spine; may span sessions (Step 3b)",
|
||||
"consistency-quality — threads, premise→conclusion arc, AI-slop removal, formatting dose (Step 4)",
|
||||
"factcheck-sweep — risk-sorted, guilty-until-disproven, verification log (Step 5)",
|
||||
"persona-sweep-prelock — reader jury, primary wins, convergence to clean YES (Step 6)",
|
||||
|
|
|
|||
|
|
@ -117,15 +117,43 @@ Ask once if the Step 1 brief did not already settle it. Do not assume an
|
|||
aggressiveness; the same draft can be tightened conservatively or aggressively and
|
||||
the operator owns that dial.
|
||||
|
||||
### 8. Skjelett før prosa (skeleton before prose — pre-condition for every other rule)
|
||||
|
||||
The argument-line — premiss, problem, anbefaling, gevinst, vei videre — must
|
||||
be **explicit, visible, and confirmed** before the first sentence of prose is
|
||||
written. None of the other rules can bite reliably on a draft whose spine was
|
||||
never declared: Rule 1 (leder-takeaway) and Rule 2 (premiss→konklusjon-bue) in
|
||||
particular collapse into post-hoc reconstruction if the spine was never gated.
|
||||
|
||||
- Write the five-line skeleton (premiss / problem / anbefaling / gevinst / vei
|
||||
videre) and the section pitches **before any prose**. Both the operator and
|
||||
the persona-skjelett-sweep (`persona-reviewer` mode: skjelett) must say JA on
|
||||
this skeleton before Step 3a (spine prose) starts.
|
||||
- A spine error caught at the skeleton stage costs 5–15 min; the same error
|
||||
caught at Step 6 (resonance) costs 4–12 h; caught post-lock it costs a day
|
||||
of cascading rework. The cheapest gate is also the earliest.
|
||||
- The skeleton format is **identical to the Maskinrommet writing-contract §A**
|
||||
(premiss / problem / anbefaling / gevinst / vei videre). Pipeline editions
|
||||
produced through `/linkedin:newsletter` therefore satisfy that contract at
|
||||
the structural level by construction.
|
||||
|
||||
**Pass/flag:** PASS when the skeleton + pitches exist as `<serie>/NN-skjelett.md`
|
||||
and both the operator-gate AND the persona-skjelett-sweep returned JA before
|
||||
prose started; FLAG retroactively if a draft turns out to have skipped this gate
|
||||
(treat as a process miss and harvest the lesson — do not retrofit a skeleton
|
||||
to a finished draft and call it gated).
|
||||
|
||||
---
|
||||
|
||||
## How the pipeline uses these rules
|
||||
|
||||
| Phase | Where the rules bite |
|
||||
|-------|----------------------|
|
||||
| Step 4 — Consistency + quality | Primary enforcement: apply rules 1–6, calibrate per rule 7, report a pass/flag per rule. |
|
||||
| Step 2.5 — Skeleton + section pitch | Primary enforcement of rule 8: skeleton + pitches MUST exist and be JA from operator + persona-skjelett-sweep before prose. |
|
||||
| Step 3a — Spine prose | Rule 6 applies even within spine prose (tighten, don't expand the spine); rule 8 is the gate that lets 3a start. |
|
||||
| Step 4 — Consistency + quality | Primary enforcement: apply rules 1–6, calibrate per rule 7, report a pass/flag per rule. Rule 8 is verified as historical fact (skeleton existed + was gated). |
|
||||
| Step 5 — Fact-check sweep | Fixes obey rule 6 (tighten, don't expand). |
|
||||
| Step 6 — Persona sweep (pre-lock) | Rework obeys rule 6; the leader-takeaway (rule 1) and arc (rule 2) are what the reader jury judges for resonance. |
|
||||
| Step 6 — Persona sweep (pre-lock) | Rework obeys rule 6; the leader-takeaway (rule 1) and arc (rule 2) are what the reader jury judges for resonance. A draft that passed rule 8 typically lands here with far fewer spine-level reworks. |
|
||||
| Step 9 — Hook / conversion gate | Hook revisions obey rule 6 (sharpen the krok by tightening, body stays locked). |
|
||||
|
||||
## Self-certification boundary
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue