setup
Setup runs an interactive discovery process that crawls Slack, Notion, Google Drive, Gmail, and Calendar to extract team structure, terminology, goals, performance frameworks, organizational values, and working patterns. Use this skill first before deploying other skills in the toolkit, and rerun it periodically with the refresh flag to keep organizational context current and validated by the manager.
git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit /tmp/setup && cp -r /tmp/setup/plugins/people-management/skills/setup ~/.claude/skills/setupSKILL.md
# Setup > **Principle: "You are responsible."** This skill discovers and proposes. The manager validates and decides what's accurate. Interactive onboarding that builds the foundation every other skill relies on. Crawls connected sources, extracts context, and validates with the manager before saving. If any MCP connector is unavailable, follow the connector unavailability protocol in `references/operating-principles.md`. ## Prerequisites Ensure these MCP connectors are available: - **Slack**: team channels, messages, terminology - **Notion**: performance docs, goals, team pages - **Google Drive**: 1:1 docs, meeting notes, strategy docs - **Gmail**: communication patterns - **Google Calendar**: recurring meetings, team rhythms If any connector is missing, note it and proceed with what's available. Flag gaps at the end. ## Instructions Run phases sequentially. Each phase discovers, validates with the manager, then persists. Read `references/discovery-phases.md` for detailed instructions per phase. ### Phase 1: Team Discovery Identify the manager (name, role, teams), crawl sources for direct reports, validate the team list, discover internal terminology, find development goals and performance data, map ways of working, and identify customer/project context if applicable. Persist: `manager-context/manager-profile.md`, `manager-context/team/[name].md` per report, `manager-context/terminology.md`, `manager-context/sources.md` ### Phase 2: Performance & Management Frameworks Discover how the org evaluates performance and managers. Search for existing framework docs, then walk the manager through defining their dimensions, rating scale, promotion readiness labels, review cadence, goal cadence, and management competencies. See `references/performance-framework.md` and `references/management-framework.md` for how skills use these frameworks. Persist: `manager-context/performance-framework.md`, `manager-context/management-framework.md` ### Phase 3: Organizational Values Ask if the org has defined values. If yes, search for documentation, extract value names and behaviours, ask what signals to look for per value. If no, skip the values lens. Persist: `manager-context/values.md` ### Phase 4: Output Preferences Present defaults (language, tone, file format, folder structure) and let the manager adjust. Persist: `manager-context/output-preferences.md` ### Phase 5: Manager's Own Context Capture upward context: OKRs, who they report to, key deadlines. Persist: `manager-context/manager-goals.md` ### Phase 6: Triage Rules Capture VIP people, hot channels, deprioritise list, privacy boundaries. Persist: `manager-context/triage-rules.md` ### Phase 7: Review Calendar Capture review cycle dates, calibration sessions, promotion windows, goal cadence. Persist: `manager-context/review-calendar.md` ### Phase 8: Skill Preferences Capture 1:1 style and suggest a skill rhythm (daily triage, weekly health check, etc.). Persist: `manager-context/skill-preferences.md` ### Phase 9: Staleness Check Flag any discovered data older than ~2 months. Ask the manager to confirm or update. ### Phase 10: Persist & Wrap Up Save all validated context. Read `references/context-templates.md` for file templates. Present a summary of what was captured, flag gaps, and suggest first skills to try. ## Refresh Mode When called with `--refresh`: 1. Read existing `manager-context/` files 2. Re-crawl sources for changes since last update 3. Present only what's changed (new team members, updated goals, new terminology, stale data) 4. Update files with confirmed changes 5. Don't re-ask about things already validated ## Important Notes Read `references/operating-principles.md` for shared principles (data scope, DM flagging, connector unavailability). - **Never assume, always validate.** If something looks like a team member but you're not sure, ask. - **Flag gaps explicitly.** "I couldn't find X" is more useful than silently skipping it. - **Stale data is worse than no data.** Always check recency and flag anything older than ~2 months.
Analyze, re-engineer, or bootstrap projects to align with AI-first design principles. Use when asked to review, audit, improve, 'ai-firstify', or start a new project. Performs deep analysis across 7 dimensions, actively restructures existing projects, or guides new project setup through discovery questions. Based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp.
Analyze engagement patterns across published posts to identify what works. Use when asked to review performance, find successful patterns, or optimize future content.
Generate LinkedIn post ideas from external sources (files, URLs, research). Use when the user provides source material (PDFs, URLs, articles) to brainstorm topics. NOT for writing or developing drafts - use write-linkedin-post instead.
Generate opinion piece ideas from recent LinkedIn posts (last 30 days). Use when asked to find opinion topics, brainstorm article ideas, or cross-pollinate content between LinkedIn and opinion pieces.
Build an MCP server end to end, tailored to how it will be used. Use when asked to build an MCP, create an MCP server, wrap an API as a tool, make a tool for Claude, expose a service to an agent, build a Claude connector, or turn a service into MCP tools. Asks up front who the server is for (just me, my org, or public) and what it wraps, then walks through analyze, build, deploy, scale, and distribute with steps tailored to that answer. Builds on the example-skills:mcp-builder skill for implementation depth.
Entry point for the TechWolf content-studio plugin. Use to understand the workflow, pick the right content skill, or start setup for a new author/repository.
Synthesised view of account health and activity for managers overseeing customer-facing teams (Sales, CS, Professional Services, Presales). Scans project channels, email threads, and Notion pages to surface status, risks, and upcoming milestones, without requiring the manager to trawl through individual channels. Supports proactive account management.
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