ai-first-toolkit

In the author's own words, from each skill's SKILL.md.

• task-profile

  Mine the user's Claude Code + Cowork session history into a structured task profile, what they do with AI, how often, how successfully where friction lives, then propose atomic skills that would reduce iteration. Use when the user asks to "analyse my Claude use", "build a task profile", "what tasks do I do with Claude", "where am I spending tokens", "what skills would help me", or mentions review…

  plugins/ai-adoption/skills/task-profile/SKILL.md on GitHub (opens in a new tab)

• token-doctor

  Personal diagnosis of where your Claude Code + Cowork spend goes. Reads local transcripts, prints your conversation length distribution, marathon share, cache rebuild costs, and per-project diagnosis (good projects and problem projects) right in the terminal. Then offers a deeper dive that fans out parallel Haiku subagents over your most expensive (and most efficient) sessions and writes a tight…

  plugins/ai-adoption/skills/token-doctor/SKILL.md on GitHub (opens in a new tab)

• ai-firstify

  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.

  plugins/ai-firstify/skills/ai-firstify/SKILL.md on GitHub (opens in a new tab)

• analyze-performance

  Analyze engagement patterns across published posts to identify what works. Use when asked to review performance, find successful patterns, or optimize future content.

  plugins/content-studio/skills/analyze-performance/SKILL.md on GitHub (opens in a new tab)

• brainstorm-linkedin

  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.

  plugins/content-studio/skills/brainstorm-linkedin/SKILL.md on GitHub (opens in a new tab)

• brainstorm-opinion

  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.

  plugins/content-studio/skills/brainstorm-opinion/SKILL.md on GitHub (opens in a new tab)

• content-studio

  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.

  plugins/content-studio/skills/content-studio/SKILL.md on GitHub (opens in a new tab)

• setup-content-studio

  Set up a new content studio for a person. Copies the plugin template, adapts it to the person's voice, themes, and content types through interactive discovery. Use when asked to create a content studio for someone new.

  plugins/content-studio/skills/setup-content-studio/SKILL.md on GitHub (opens in a new tab)

• write-blog-post

  Write or develop a blog post. Use for blog content - writing, drafting, developing ideas into drafts, or editing. Longer-form than LinkedIn (800-1200 words) with section structure.

  plugins/content-studio/skills/write-blog-post/SKILL.md on GitHub (opens in a new tab)

• write-linkedin-post

  Write or develop a LinkedIn post. Use ALWAYS for LinkedIn content - writing, drafting, developing ideas into drafts, or editing.

  plugins/content-studio/skills/write-linkedin-post/SKILL.md on GitHub (opens in a new tab)

• write-opinion

  Write or develop an opinion piece (opiniestuk/op-ed). Use when asked to write opinion articles, newspaper pieces, or similar long-form opinion content.

  plugins/content-studio/skills/write-opinion/SKILL.md on GitHub (opens in a new tab)

• kb-answer

  Answer questions using your project's knowledge base with evidence-backed citations. Every answer must cite literal quotes from KB files to prevent hallucinations. Use this for any question that should be answered from documented knowledge rather than general knowledge.

  plugins/knowledge-base/skills/kb-answer/SKILL.md on GitHub (opens in a new tab)

• kb-import

  Import knowledge from existing documents into structured KB entries. Reads source documents (Markdown, PDF, DOCX, plain text), extracts key information, and creates properly formatted KB entries with YAML frontmatter.

  plugins/knowledge-base/skills/kb-import/SKILL.md on GitHub (opens in a new tab)

• kb-refresh

  Add new sources to your knowledge base or re-scrape existing ones to pick up changes. Supports Notion, Slack, Confluence, and local files. Can be run anytime after /setup-knowledge-base.

  plugins/knowledge-base/skills/kb-refresh/SKILL.md on GitHub (opens in a new tab)

• setup-knowledge-base

  Interactive onboarding to create a structured knowledge base. Defines categories, scaffolds the directory structure, creates the index, and optionally imports initial content. Run this first before using /kb-answer or /kb-import.

  plugins/knowledge-base/skills/setup-knowledge-base/SKILL.md on GitHub (opens in a new tab)

• customer-status

  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.

  plugins/people-management/skills/customer-status/SKILL.md on GitHub (opens in a new tab)

• meeting-prep

  Comprehensive pre-meeting briefing that gathers all relevant context from Slack, email, Google Docs, Notion, and calendar. Produces a structured prep document so the manager walks into every meeting fully prepared. Supports thorough meeting preparation.

  plugins/people-management/skills/meeting-prep/SKILL.md on GitHub (opens in a new tab)

• one-on-one-prep

  Deep-dive preparation for 1:1 meetings with direct reports. Surfaces recent work, wins, friction, wellbeing signals, and development goal progress, anchored in the org's performance framework, organizational values, and management best practices. Produces a prep sheet with suggested conversation topics, not a script.

  plugins/people-management/skills/one-on-one-prep/SKILL.md on GitHub (opens in a new tab)

• performance-cycle

  Evidence gathering for performance review cycles. Gathers goal completion evidence, peer feedback, development progress, scope changes, and values alignment, organised along the org's performance framework dimensions, with organizational values as the 'how' lens. Surfaces evidence gaps. Never suggests ratings, only organises evidence for the manager's judgment.

  plugins/people-management/skills/performance-cycle/SKILL.md on GitHub (opens in a new tab)

• priority-planner

  Helps managers cut through noise and identify their highest-leverage actions for the day or week. Aggregates signals from calendar, triage, team context, and OKRs/goals. Presents a suggested focus list grouped by urgency, importance, and investment. The manager reviews and adjusts. Supports effective execution and prioritisation.

  plugins/people-management/skills/priority-planner/SKILL.md on GitHub (opens in a new tab)

• setup

  Interactive onboarding that discovers team structure, terminology, development goals, performance and management frameworks, organizational values, and ways of working by crawling Slack, Notion, Google Drive, Gmail, and Calendar. Validates everything with the manager before persisting. Run this first before using any other skill. Also handles periodic context refreshes via /setup --refresh.

  plugins/people-management/skills/setup/SKILL.md on GitHub (opens in a new tab)

• team-health

  Periodic check on team dynamics, engagement signals, and development trajectory for all direct reports. Surfaces patterns across the team: who might need more challenge, who might need more support, who hasn't had a 1:1 recently. Uses two universal lenses: performance & growth, and wellbeing & connection. Outputs are prompts for reflection, not diagnoses.

  plugins/people-management/skills/team-health/SKILL.md on GitHub (opens in a new tab)

• triage-messages

  Batch-processes Slack messages and emails to surface what needs the manager's attention, categorised by urgency and type. Designed for batch-responder managers who do Slack sweeps rather than staying in reactive mode. Supports effective communication and responsiveness. Never drafts replies, only surfaces and prioritises.

  plugins/people-management/skills/triage-messages/SKILL.md on GitHub (opens in a new tab)

• goal-prompt

  Turn a task, plan, or feature request into a ready-to-paste Claude Code /goal command — a single completion condition with a measurable end state, a demonstrable proof, and the constraints that must not drift. Use when the user says "give me a goal", "goal prompt", "make this a /goal", "turn this into a goal", or wants an autonomous long-running objective for Claude Code.

  plugins/session-tools/skills/goal-prompt/SKILL.md on GitHub (opens in a new tab)

• handoff

  Write a session handoff at the end of a session so the next session can start from where this one stopped without rereading the whole conversation. Use when user says "handoff", "wrap up", "write a handoff", "end of session", "park this session", "save where we are", or to RESUME with "/handoff read", "pick up the handoff", "read the handoff". Writes a tight resume note (HANDOFF.md) into the work…

  plugins/session-tools/skills/handoff/SKILL.md on GitHub (opens in a new tab)

• session-search

  Find context from past Claude Code (CLI) and Claude Cowork (desktop) sessions on this Mac. Use when the user wants to recall something they did before but can't find it , phrasings like "where did I work on X", "find that session where I…", "when did I last do Y", "pull up the conversation about Z", "that time I built/tried/discussed …". Searches by kind (code/cowork), time range, title, working…

  plugins/session-tools/skills/session-search/SKILL.md on GitHub (opens in a new tab)

• techwolf-logo

  Provides official TechWolf logo files in multiple variants (dark, white, monochrome) as SVG and PNG. Use when any output needs a TechWolf logo.

  plugins/techwolf-brand-kit/skills/techwolf-logo/SKILL.md on GitHub (opens in a new tab)

• build-mcp

  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 distr…

  plugins/tool-build-kit/skills/build-mcp/SKILL.md on GitHub (opens in a new tab)

• build-plugin

  Bundle skills, hooks, agents, or an MCP server into one installable Claude Code plugin and ship it. Use when asked to bundle tools into one plugin, package tools for a colleague, publish a plugin to a marketplace, share my tools with my team, or ship a plugin. Asks who it's for and where it's hosted, then walks analyze, assemble, ship, and maintain, tailored to that answer. Sibling to build-mcp.

  plugins/tool-build-kit/skills/build-plugin/SKILL.md on GitHub (opens in a new tab)

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