analyze-team-session
Use when reviewing an agent team session export for quality, when asked to "analyze this team session", "review my agent team…
Upgrade a plugin's skills, hooks, and patterns to align with latest Claude Code capabilities and best practices. Use when a plugin needs modernization, after Claude Code updates, or when the user says "upgrade plugin", "modernize plugin", or "update plugin to latest patterns".
$ npx -y skills add kenneth-liao/ai-launchpad-marketplace --skill upgrade-plugin --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/upgrade-pluginContext preview
The summary Claude sees to decide when to auto-load this skill.
Upgrade a plugin's skills, hooks, and patterns to align with latest Claude Code capabilities and best practices. Use when a plugin needs modernization, after Claude Code updates, or when the user says "upgrade plugin", "modernize plugin", or "update plugin to latest patterns".
name: upgrade-plugin description: Upgrade a plugin's skills, hooks, and patterns to align with latest Claude Code capabilities and best practices. Use when a plugin needs modernization, after Claude Code updates, or when the user says "upgrade plugin", "modernize plugin", or "update plugin to latest patterns". user-invocable: true disable-model-invocation: true
Upgrade a plugin's skills, hooks, and patterns to align with the latest Claude Code capabilities, model features, and skill-writing best practices.
**Arguments:** $ARGUMENTS -- plugin name (e.g., `creator-stack`, `scheduler`) and optional focus areas. If no plugin specified, ask which one.
Find the plugin to upgrade:
1. Check `<cwd>/<plugin-name>/.claude-plugin/plugin.json` (source mode -- marketplace repo) 2. If not found, check `~/.claude/plugins/cache/*/<plugin-name>/` (installed mode)
If neither found, list available plugins and ask the user to clarify.
Set `PLUGIN_ROOT` to the resolved path.
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Run six research tasks in parallel using subagents. Each subagent summarizes its findings.
Fetch the latest Claude Code releases:
WebFetch: https://github.com/anthropics/claude-code/releases
Also check the raw changelog:
WebFetch: https://raw.githubusercontent.com/anthropics/claude-code/main/CHANGELOG.md
Extract from the last 3-5 releases:
Discover the Claude Code documentation landscape. Do NOT hardcode doc page URLs -- discover them dynamically.
1. Find available documentation:
WebSearch: "Claude Code" site:docs.anthropic.com WebFetch: https://docs.anthropic.com/en/docs/claude-code/overview
2. From the search results and overview page, identify and fetch pages covering these categories:
3. For each fetched page, extract:
Find and read the installed skill-creator:
Glob: ~/.claude/plugins/cache/*/skill-creator/*/skills/skill-creator/SKILL.md
Extract:
Check official plugins for patterns worth adopting:
Glob: ~/.claude/plugins/cache/*/superpowers/*/skills/*/SKILL.md
Note structural patterns, frontmatter conventions, or composition techniques.
Understand the full plugin specification and what the target plugin could be using:
1. Read the marketplace conventions (if in source mode):
Read: <cwd>/CONVENTIONS.md
2. Examine other installed plugins for structural patterns:
Glob: ~/.claude/plugins/cache/*/*/skills/*/SKILL.md Bash: ls ~/.claude/plugins/cache/*/*/ | head -50
Focus on: plugin.json fields, agents/ directories, MCP server integration, output style patterns.
3. Compare the target plugin's structure against the full spec:
Check for model-level improvements that may supersede skills in the target plugin:
1. Search for recent Anthropic model releases:
WebSearch: "Anthropic Claude" model release OR capability update site:anthropic.com WebSearch: "Claude" new capabilities 2026
2. Fetch the models overview page:
WebFetch: https://docs.anthropic.com/en/docs/about-claude/models
3. Extract capabilities relevant to skill obsolescence:
4. Compare against the target plugin's skill inventory:
After all research completes, compile a Research Summary with sections:
Save to `<cwd>/.docs/upgrade-research/<plugin-name>-<date>.md` for reference.
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Using research findings from Phase 1 (especially 1A, 1B, and 1F), evaluate whether each skill, agent, and major component in the target plugin is still necessary.
For each skill and agent, assign one of:
| Rating | Meaning | Action | |--------|---------|--------| | **Active** | Platform/model doesn't replicate this. Skill adds clear value. | Proceed to structural aud
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