Kjell Tore Guttormsen
92e0a0b4f5
Close all 9 friction points from the S13 newsletter dogfood (operator elected to fix F6-F9 rather than defer): - F1: namespace all subagent_type calls in newsletter.md to linkedin-thought-leadership:<name> (4 sites + canonical note) - F2: document agent invocation form + reload requirement in CLAUDE.md + README.md (reload itself is an operator action) - F3: add edition-config / edition-delingstekst / edition-HANDOVER templates under config/ + wire into Steps 0 and 8 + footer - F4: reconcile draft path to <serie>/NN-utkast.md (series root) - F5: de-hardcode series root (explicit arg / LTL_SERIES_ROOT / default) - F6: config-derive carousel editions (remove Seres CAROUSEL set); correct samle comment - F7: build-html.mjs exits non-zero when zero HTML produced - F8: guard parseDelingstekst (graceful ENOENT) + correct Step 8 wording - F9: relocate agents/README.md -> docs/agents-capability-matrix.md Re-tested: 87/87 plugin tests pass; build-html/build-linkedin behavior re-verified live. Per-item outcomes logged in dogfood-S13-friction.md. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
158 lines
10 KiB
Markdown
158 lines
10 KiB
Markdown
# Agent Capability Matrix
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16 specialized agents for LinkedIn thought leadership. Each agent has a focused responsibility, defined model, and unique color for visual identification.
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## Quick Reference
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| Agent | Model | Color | Primary Responsibility |
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|-------|-------|-------|----------------------|
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| content-optimizer | Sonnet | Blue | Optimize posts against algorithm signals |
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| strategy-advisor | Sonnet | Green | Growth strategy and phase-specific guidance |
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| analytics-interpreter | Sonnet | Yellow | Pattern discovery from analytics data |
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| engagement-coach | Haiku | Magenta | 5x5x5 method and engagement routines |
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| content-planner | Sonnet | Cyan | Weekly/monthly content calendars |
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| performance-reporter | Sonnet | Amber | Weekly/monthly performance reports |
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| network-builder | Sonnet | Teal | Strategic networking and outreach |
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| content-repurposer | Sonnet | Purple | Format conversion and evergreen refresh |
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| comment-strategist | Sonnet | Red | CEA commenting and target selection |
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| trend-spotter | Sonnet | White | Trending topics and opportunity scoring |
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| voice-trainer | Sonnet | Pink | Voice profile building and drift detection |
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| differentiation-checker | Sonnet | Gray | Originality scoring and commodity detection |
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| video-scripter | Sonnet | Violet | Video script creation with pacing and visual cues |
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| post-feedback-monitor | Haiku | Lime | Post-publish 48h monitoring and real-time interventions |
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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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## Capability Matrix
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Capabilities mapped across agents. **P** = Primary, **S** = Secondary/Supporting.
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| Capability | optimizer | strategy | analytics | engage | planner | tracker | perf-rep | network | repurpose | comment | trends | voice | diff-check | video | post-monitor | pers-scorer |
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|-----------|:---------:|:--------:|:---------:|:------:|:-------:|:-------:|:--------:|:-------:|:---------:|:-------:|:------:|:-----:|:----------:|:-----:|:------------:|:-----------:|
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| Post optimization | **P** | | | | | | | | | | | | | | | |
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| Hook analysis | **P** | | | | | | | | | | | | | S | | |
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| Algorithm alignment | **P** | | | S | | | | | | | | | | S | S | |
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| Growth strategy | | **P** | | | S | | | | | | | | | | | |
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| Phase assessment | | **P** | | | | | | | | | | | | | | |
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| Trajectory analysis | | **P** | S | | | | S | | | | | | | | | |
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| Audience analysis | | S | **P** | | | | S | | | | | | | | | |
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| Pattern discovery | | | **P** | | | | S | | | | | | | | | |
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| Trend analysis | | | S | | | | **P** | | | | | | | | | |
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| Engagement coaching | | | | **P** | | | | S | | S | | | | | | |
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| 5x5x5 method | | | | **P** | | | | S | | S | | | | | | |
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| Content planning | | | | | **P** | | | | | | S | | | | | |
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| Mix enforcement | | | | | **P** | | | | | | | | | | | |
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| Gap analysis | | | | | **P** | S | | | | | | | | | | |
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| Accountability | | | | | | **P** | S | | | | | | | | | |
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| Plan tracking | | | | | | **P** | | | | | | | | | | |
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| Performance reports | | | S | | | S | **P** | | | | | | | | | |
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| Content DNA | | | | | | | **P** | | | | | S | | | | |
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| Network building | | | | S | | | | **P** | | | | | | | | |
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| Connection scoring | | | | | | | | **P** | | | | | | | | |
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| DM templates | | | | | | | | **P** | | | | | | | | |
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| Format conversion | | | | | | | | | **P** | | | | | S | | |
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| Evergreen scoring | | | | | | | | | **P** | | | | | | | |
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| Content lifecycle | | | | | S | | | | **P** | | | | | | | |
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| Comment strategy | | | | S | | | | | | **P** | | | | | | |
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| CEA method | | | | S | | | | | | **P** | | | | | | |
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| Target identification | | | | | | | | S | | **P** | | | | | | |
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| Trend scanning | | | | | S | | | | | | **P** | | | | | |
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| First-mover assessment | | | | | | | | | | | **P** | | | | | |
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| Angle mapping | | | | | S | | | | S | | **P** | | | | | |
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| Voice profiling | | | | | | | | | | | | **P** | | | | |
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| Drift detection | | | | | | | | | | | | **P** | | | | |
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| Quarterly audit | | | | | | | | | | | | **P** | | | | |
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| Originality scoring | | | | | | | | | | | | | **P** | | | |
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| Commodity detection | | | | | | | | | | | | | **P** | | | |
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| Differentiation | | | | | | | | | | | | | **P** | | | |
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| Video scripting | | | | | | | | | S | | | | | **P** | | |
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| Script pacing | | | | | | | | | | | | | | **P** | | |
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| Visual cue notation | | | | | | | | | | | | | | **P** | | |
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| Post-publish monitoring | | | | | | | | | | | | | | | **P** | |
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| Velocity analysis | | | | | | | | | | | | | | | **P** | |
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| Asset completeness | | | | | | | | | | | | | | | | **P** |
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| Setup recommendations | | | | | | | | | | | | | | | | **P** |
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## Content Pipeline
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How agents collaborate in the end-to-end content lifecycle:
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```
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┌─────────────┐ ┌──────────────────┐ ┌─────────────────┐
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│ trend-spotter│───▸│ content-planner │───▸│ diff-checker │
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│ (find topics)│ │ (plan + schedule) │ │ (originality │
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└─────────────┘ └──────────────────┘ │ gate ≥51/100) │
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│ └────────┬────────┘
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│ │
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┌──────▼──────┐ ┌───────┴────────┐
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│voice-trainer│ │ FORMAT SPLIT │
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│(voice check)│ └──┬──────────┬──┘
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└──────┬──────┘ │ │
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│ ┌───────▼───┐ ┌────▼─────────┐
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│ │video- │ │content- │
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└────────────▸│scripter │ │optimizer │
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│(scripts) │ │(text posts) │
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└───────┬───┘ └──────┬───────┘
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│ │
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└─────┬──────┘
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┌────────────────────────────┤
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│ │
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┌──────▼────────────┐ ┌────────▼───────┐
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│performance-reporter│ │ [PUBLISH] │
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│(weekly/monthly) │ └────────┬───────┘
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└───────────────────┘ │
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┌────────▼───────┐
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│engagement-coach│
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│(5x5x5 + first │
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│ hour tactics) │
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└──────┬─────────┘
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│
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┌──────▼─────────┐
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│comment-strategist
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│(CEA commenting) │
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└────────────────┘
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```
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### Parallel Support Agents
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These agents operate independently and feed into the pipeline at multiple points:
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```
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strategy-advisor ──────▸ Macro-level planning and phase guidance
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analytics-interpreter ─▸ Pattern discovery feeding back into planning
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network-builder ───────▸ Relationship building amplifying content reach
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content-repurposer ────▸ Post-publish: extends content lifecycle
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```
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## Which Agent Do I Need?
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| Scenario | Agent | Command |
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|----------|-------|---------|
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| "I want to write a post" | content-optimizer | `/linkedin:post` |
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| "What should I post about?" | content-planner, trend-spotter | `/linkedin:pipeline` |
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| "Make this post better" | content-optimizer | `/linkedin:post` |
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| "Is this original enough?" | differentiation-checker | `/linkedin:pipeline` |
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| "Plan my week's content" | content-planner | `/linkedin:batch` |
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| "Am I on track this week?" | — | `/linkedin:calendar` |
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| "How did I do this week?" | performance-reporter | `/linkedin:report` |
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| "Analyze my LinkedIn data" | analytics-interpreter | `/linkedin:analyze` |
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| "What's my LinkedIn strategy?" | strategy-advisor | `/linkedin:strategy` |
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| "Help me engage more" | engagement-coach | `/linkedin:strategy` |
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| "Who should I comment on?" | comment-strategist | `/linkedin:strategy` |
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| "Build my network" | network-builder | `/linkedin:strategy` |
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| "Does this sound like me?" | voice-trainer | `/linkedin:post` |
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| "Repurpose my best post" | content-repurposer | `/linkedin:pipeline` |
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| "What's trending in my field?" | trend-spotter | `/linkedin:pipeline` |
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| "Audit my content strategy" | analytics-interpreter, strategy-advisor | `/linkedin:audit` |
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| "How do I monetize?" | strategy-advisor | `/linkedin:monetize` |
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| "Create a video script" | video-scripter | `/linkedin:video` |
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| "Turn this post into a video" | video-scripter, content-repurposer | `/linkedin:video` |
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| "Script a talking head video" | video-scripter | `/linkedin:video` |
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## Model Selection Rationale
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| Model | Agents | Why |
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|-------|--------|-----|
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| **Opus** | 2 agents (fact-checker, persona-reviewer) | Longform judgment: factual verification, reader-persona resonance |
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| **Sonnet** | 12 agents | Complex reasoning: optimization, strategy, analysis, scoring, scripting |
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| **Haiku** | 2 agents (engagement-coach, post-feedback-monitor) | Lighter tasks: coaching prompts, post monitoring |
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