Helps build and sharpen domain terminology, glossaries, and architecture decision records.

Stress-test a plan or design through relentless questioning while capturing ADRs and glossary terms.

Write a pull request body that describes changes clearly for reviewers.

Turn the current conversation into a published spec by synthesizing it, without interviewing.

Assemble raw material into a beat-by-beat narrative, grounding terms before relying on them.

Write effective skills, AGENTS.md, and CLAUDE.md files that agents follow reliably.

Mine raw fragments of ideas before any structure exists.

Turn raw material into a finished article, shaping it paragraph by paragraph.

コーディング中の設計判断を検出し、文脈や代替案を含むADRとして記録する。

提供された例やブランドの声に沿って、記事やガイドなどの長文を執筆する。

既存の文章からブランドの文体プロファイルを作成し、各種コンテンツで再利用する。

Create CodeTour files with anchored, step-by-step walkthroughs for onboarding, architecture, and PR reviews.

Generate onboarding guides with architecture maps, entry points, conventions, and a starter CLAUDE.md file.

Adapt one source asset into platform-native posts, threads, scripts, and content calendars across channels.

Guide structured co-authoring of proposals, specs, and decision docs through iterative refinement.

Create, read, edit, and format Word documents and templates, including tables of contents.

Write status reports, leadership updates, and newsletters in the company's preferred formats.

Read, merge, split, watermark, create, and fill PDF files, including forms and encryption.

Create, read, and edit PowerPoint decks and templates, extracting text or building presentations.

Records architecture decisions and API changes as ADRs for future engineers and agents.

Maintains a cited local company wiki through the LLM Wiki plugin's tools.

Updates project docs for recent code changes, adding release notes without rewriting unchanged sections.

Rebuilds the wiki index from the actual page tree and logs reconciled counts without editing bodies.

Turns Paperclip activity bundles into project standups, decision logs, and durable wiki pages.

Write release announcements that lead with user impact and include clear upgrade and migration steps.

Write comments, plans, and documents in short ASD-STE100 sentences that readers understand on first pass.

Write a short plain-language status summary leading with concrete actions needed to unblock work.

Ingests captured raw sources into the LLM Wiki as cited source, entity, concept, and synthesis pages.

Audits wiki for contradictions, orphans, broken links, and index drift, returning findings without auto-fixing.

Write long-form blog posts or case studies with masthead, figures, pull quotes, and byline.

Draft SOAP or narrative clinical case reports with plausible vitals, labs, and evidence-based plans.

Build a documentation page with side navigation, a scrollable article body, and a table of contents.

Create a 30-day hospitality onboarding training deck with behaviors, practice, checks, and manager follow-up.

Build a decision deck on bring-your-own-model choices covering cost, quality, and routing tradeoffs.

Create an incident retro deck covering the daemon-restart data bug, root cause, fix, and follow-ups.

Build an enterprise AI-adoption brief deck with risk controls, ROI, and rollout plan.

Create a demo-day fundraising deck with hook, traction, moat, and raise for investors.

Assemble a live-demo deck walking from a one-line prompt to a runnable design.

Draft a B2B sales deck proposing a launch and adoption plan for switching from closed cloud tools.

Creates an engineering deep-dive talk deck explaining agent streams, sandboxes, and artifacts for developers.

Drafts a personal-manifesto story deck on a year of saying yes, for talk audiences.

Narrates a retro-arcade collecting journey deck covering the obsession, the hunt, and meaning.

Writes a product-launch announcement deck with headline, proof points, and call to action.

Scaffolds a customer onboarding workshop deck teaching first-value paths and retention habits.

Create a transit funding briefing for city council covering ridership need, plan, risk controls, and ask.

Assemble a wedding-anniversary photo essay with decade scenes, turning points, and a closing reflection.

Compile a neighborhood zine on closing corner shops with portraits, local voices, and community impact.

Shape a Kyoto cherry-blossom photo essay tracing arrival, peak bloom, and the trip's defining moment.

Explain how claude-mem captures observations, injects memory, and stores data.

Generate a narrative journey report of a project's development history from its claude-mem timeline.

Produce week-by-week narrative digest chapters of a project timeline using serial subagents with carry-forward context.

Explain technical topics in plain English covering who, what, where, why, and when.

Turn a single document into a kawaii NotebookLM slide-deck PDF for sharing.

Generate an onboarding guide so new team members can ramp up on a project quickly.

Automate Agility CMS content tasks through Rube MCP, checking current tool schemas first.

Automate Aivoov text-to-speech and content tasks through Rube MCP, checking schemas first.

Automate Alttext AI image alt-text generation through Rube MCP, checking schemas first.

Automate Amara subtitle and captioning tasks through Rube MCP, checking schemas first.

Generate PDFs from HTML or URLs with Api2pdf via Rube MCP, schemas checked first.

Generate PDFs and images from Apitemplate.io templates via Rube MCP after schema lookup.

Turns git commit history into customer-friendly release notes, categorized automatically.

Documents a repo's structure, commands, and conventions in hierarchical AGENTS.md files.

Creates hierarchical AGENTS.md docs so agents know a repo's structure, commands, and conventions.

Generate and iterate ad headlines, descriptions, and full ad variations for any paid platform.

Plan content strategy, topic clusters, and editorial calendars to decide what to publish.

Edit, proofread, and tighten existing marketing copy and refresh outdated content.

Write or rewrite persuasive marketing copy for homepages, landing pages, pricing, and product pages.

Write and optimize automated email sequences for onboarding, nurture, and re-engagement flows.

Create lead magnets such as ebooks, checklists, and templates that capture email opt-ins.

Draft sales decks, one-pagers, objection handling docs, and demo scripts for sales teams.

Plan, write, and schedule social posts for LinkedIn, X, Instagram, TikTok, and Facebook.

Searches OpenAlex, PubMed, and Scholar, validates citation metadata, and generates BibTeX entries.

Drafts safety-bounded clinical and trial report structures and runs deterministic checks on synthetic data.