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Zhongwei Li
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---
name: monitor-performance
description: Aggregates channel analytics, benchmarks, and insights to optimize social programs.
usage: /social-media:monitor-performance --window 14d --channels "LinkedIn,X,Instagram"
---
# Command: monitor-performance
## Inputs
- **window** reporting timeframe (7d, 14d, 30d).
- **channels** platforms to include.
- **goals** optional priorities (reach, engagement, traffic, pipeline, community growth).
- **benchmarks** optional historical or industry comparison notes.
## Workflow
1. **Data Intake** gather metrics (impressions, engagement rate, CTR, follower delta, saves/shares, referral traffic).
2. **Quality Checks** normalize naming, remove paid boosts if needed, align attribution windows.
3. **Insight Generation** highlight top/worst posts, creative themes, time-of-day patterns, audience growth.
4. **Action Plan** recommend experiments (hooks, formats, creators, spend shifts) aligned to goals.
5. **Escalations** flag brand risk or sentiment trends that require response plans.
## Outputs
- Dashboard-ready summary (tables + charts) per channel.
- Narrative analysis with insights + recommended actions.
- Experiment backlog prioritized by impact and effort.
## Agent/Skill Invocations
- `social-strategist` validates alignment with GTM goals.
- `trend-research` skill contextualizes data with culture/moment insights.
- `community-engagement` skill surfaces community/programming implications.
---

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---
name: plan-calendar
description: Builds a 4-week cross-channel social calendar aligned to launch or evergreen goals.
usage: /social-media:plan-calendar --goal product-launch --duration 4w --channels "LinkedIn,TikTok"
---
# Command: plan-calendar
## Inputs
- **goal** e.g., product-launch, category-education, community-growth.
- **duration** time window in weeks.
- **channels** comma-delimited platforms.
- **pillars** optional content themes or campaigns to prioritize.
## Workflow
1. **Brief Parsing** identify KPIs, audience segments, compliance or legal constraints.
2. **Channel Allocation** suggest posting cadence per platform based on goal.
3. **Content Matrix** for each slot provide format, hook, CTA, asset guidance.
4. **Experiment Slots** insert test ideas (hook types, CTAs, creators, boosts).
5. **Collab Requirements** highlight cross-functional needs (design, video, product, legal).
## Outputs
- Calendar table (date, channel, objective, format, CTA, owner, asset status).
- KPI alignment summary and measurement plan.
- Experiment backlog + success thresholds.
## Agent/Skill Invocations
- `social-strategist` ensures calendar ladders up to GTM goals.
- `platform-frameworks` skill applies channel-specific best practices.
- `trend-research` skill surfaces cultural moments or audio/meme opportunities.
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---
name: produce-assets
description: Generates social-first asset briefs and copy variations for a given campaign or content pillar.
usage: /social-media:produce-assets --campaign "AI launch" --platforms "LinkedIn,TikTok" --variants 3
---
# Command: produce-assets
## Inputs
- **campaign** name or description of the initiative.
- **platforms** comma-separated list (e.g., LinkedIn, X, TikTok, Instagram).
- **variants** number of creative variations per platform.
- **assets_available** optional list of existing raw assets (video, blog, research) to reference.
## Workflow
1. **Signal Review** pull hooks, proof points, and CTAs from the campaign brief or assets.
2. **Platform Mapping** tailor narrative approach, tone, and format to each platforms norms.
3. **Creative Specs** outline duration, dimensions, editing cues, overlays, captions, hashtags, tracking links.
4. **Variant Generation** produce requested number of copy/visual options (A/B/C) per platform.
5. **QA** ensure accessibility (alt text, subtitles), compliance, and brand voice alignment.
## Outputs
- Copy deck with hooks, captions, CTA variants, and metadata tags.
- Asset spec sheet (dimensions, duration, editing guidance, motion suggestions).
- Shot list/storyboard for video-heavy platforms (Reels, TikTok, YouTube Shorts).
## Agent/Skill Invocations
- `content-producer` leads creative development.
- `platform-frameworks` skill enforces per-channel requirements.
- `trend-research` skill infuses current memes/audio/visual cues.
---