analyze-team-session
Use when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team…
Optimize a newsletter draft or write a full issue from an outline. Use when asked to 'optimize this draft', 'polish this newsletter', 'write from this outline', 'improve this issue', or when transforming an existing draft or outline into a publication-ready issue. Distinct from
$ npx -y skills add kenneth-liao/ai-launchpad-marketplace --skill optimize-newsletter --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/optimize-newsletterContext preview
The summary Claude sees to decide when to auto-load this skill.
Optimize a newsletter draft or write a full issue from an outline. Use when asked to 'optimize this draft', 'polish this newsletter', 'write from this outline', 'improve this issue', or when transforming an existing draft or outline into a publication-ready issue. Distinct from
name: optimize-newsletter description: "Optimize a newsletter draft or write a full issue from an outline. Use when asked to 'optimize this draft', 'polish this newsletter', 'write from this outline', 'improve this issue', or when transforming an existing draft or outline into a publication-ready issue. Distinct from plan-newsletter which starts from a topic — this starts from existing content."
Orchestrate foundation skills to transform outlines into full drafts or optimize rough drafts into high-performing newsletter issues. This is a thin orchestrator — it sequences skill invocations and manages the user review workflow, but delegates all content generation to foundation skills.
**Core Principle**: This is a thin orchestrator. All content generation goes through the appropriate foundation skill — that's how quality stays consistent and voice stays authentic. This skill manages workflow sequence and user decisions only.
Use this skill when:
Do NOT use this skill when:
Existing content must be available. Either: 1. A newsletter outline (bullet points, topic structure, notes), OR 2. A rough draft that needs optimization
Execute all steps below in order.
Determine the input type and issue type:
Present the assessment to the user: input type, detected issue type, and the workflow that follows.
**From outline:** 1. Invoke `creator-stack:write` with content type "newsletter" to write the full draft.
2. The draft follows the Newsletter Arc: Hook → Context → Value → Close
**From rough draft:** 1. Invoke `creator-stack:write` with content type "newsletter" to audit and optimize each section.
2. Present findings: what works, what needs improvement, and specific recommendations 3. Rewrite/optimize sections that fall short
1. Invoke `creator-stack:title` with content type "newsletter" to generate 3 subject line options.
2. Each option includes preview text (subtitle) 3. Document all options with star ratings and recommendation
1. Invoke `creator-stack:hook` with content type "newsletter" to generate 2-3 hook options.
2. Each hook must extend curiosity from the subject line (not repeat it) 3. Document all options with rationale
1. Present subject line options with star ratings 2. Present hook options with rationale 3. Present the full draft (or optimized draft) 4. Ask the user to select subject line + hook
Always present all options — the user makes the final call, not the orchestrator.
1. Read `references/pre-publish-checklist.md` 2. Run through every check against the final draft 3. Flag any items that don't pass 4. Present results to the user with specific fixes for any failures
1. Assemble the final issue: selected subject line + preview text + selected hook + optimized body + close + P.S. 2. Present the complete, publication-ready issue to the user
Present the final issue in this structure:
# [Subject Line] *[Preview Text]* [Opening Hook] [Body Content - sections with subheadings] [Close] P.S. [Secondary CTA or personal touch]
Each foundation skill owns its own reference files. When you invoke a skill, it loads the right references automatically — you don't need to manage file paths.
| Content | Skill | Why | |---------|-------|-----| | Newsletter prose (draft + optimize) | `creator-stack:write` | Owns section rules, body writing conventions, voice invocation | | Subject lines | `creator-stack:title` | Owns subject line formulas and open rate patterns | | Opening hooks | `creator-stack:hook` | Owns hook patterns and curiosity extension logic | | Voice consistency | `creator-stack:voice` | Invoked automatically by writing skill — no manual call needed |
1. **Writing content manually**: Generating newsletter prose instead of delegating to `creator-stack:write` — the foundation skill has all the section rules and voice handling built in. 2. **Single option**: Presenting one subject line or hook instead of multiple option
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