The library

frugalmonograph · Running frugalmonograph as a multi-phase orchestrated workflow.

yt-shorts-production · Running yt-shorts-production as a multi-phase orchestrated workflow.

shorten-rerun · Rewrite tutoring dialogue in bulk when all chunks need the same brevity + socratic tone rules.

meridian-l10n-ui · Localize a modular iOS app when glossary consistency and build verification are required.

monograph · Write a long-form technical document when depth, consistency, and multi-phase writing are required.

cadence-report-repair · Report synthesis when logs are noisy + visual defects must be auto-repaired

translate-round2 · Translation refinement when round-1 coverage is ~95% but edge cases need manual TLC

finish-track · Graduate-level monographs on statistical/mathematical topics where step-by-step derivations and honest real-world examples are mandatory.

sonnet-validate-fix · Second-tier quality gate on bulk machine-translated game localization when register, terminology, formatting preservation, and idiomatic rewrite are critical.

author-carousel-missing-days · Editorial scheduling when author carousel coverage must be contiguous and gaps auto-filled.

paper-redraft · Batch academic/technical paper authoring when spec-driven drafting and multi-phase review are needed.

acgs-growth-plan · Pivoting a project's growth strategy while grounding decisions in actual codebase state + market data.

picoads · Monetize agent services by surfacing relevant sponsored content alongside answers.

social-superpowers · Live social media monitoring and sentiment analysis for AI agents

mcp-server-sfmc · When you need mcp-server-sfmc capabilities in your MCP stack

line-bot-mcp-server · Sending templated or flex messages to LINE users and broadcasting to all followers at scale.

bushdrum-events · Querying live public event data by city with read-only MCP that requires no authentication.

vistoya · E-commerce agents needing semantic product discovery across fashion brands.

discourse-forum-mcp · Community knowledge extraction and moderation from Discourse forums.

mcp-server · AI agents requiring real-time web research with fact-checking and citation grounding.

brave-search-mcp-server · Search-heavy workflows needing rich result types (images, videos, local, news) with AI summaries.

exa-mcp-server · Web research and content extraction requiring flexible crawling depth and live indexing.

mcp · Generating and editing visual diagrams from structured data in AI conversations

mcp · Automating forum content creation, moderation, and knowledge base updates

email-mcp · Multi-account email automation with AI triage and real-time inbox watching across GMail, Outlook, and indie hosts.

mcp-server · Headless CMS workflows managing content entries and assets.

mcp-server · Broadcasting to multiple social accounts simultaneously from Claude.

lara-mcp · Professional document translation with industry-specific terminology and memory support.

phrase-mcp-server · Professional document translation with industry-specific terminology and memory support.

echo3s-mcp · Multimedia agents converting multilingual documents into narrated content with per-character voice actors.

research-gaps · Finding high-opportunity SEO keywords by analyzing competitor ranking gaps.

pub-advance · Batching publication work across multiple papers in parallel while enforcing stage gates

de-ai · Converting AI-written or corporate-speak text to direct, conversational human voice

draft-case-study · Sales collateral development when you need a specific customer story to test messaging before full pitch deck.

new-post · Bilingual blog publishing when you want one-command post creation with automatic slug generation, frontmatter, and dual-language output.

generate-slides · Product/pitch presentations requiring distinctive visual impact and temporal storytelling without custom design tool.

create · Publishing atomic knowledge notes with enforced taxonomy, proper linking, and validation before commit.

voiceover · Creating quick Darija voiceover scripts for Karim's F2-format short-form content without full kit generation.

seo-auditor · Bulk documentation SEO improvement across all pages: titles, descriptions, keywords, readability, link integrity, and sitemap consistency.

publisher-x · Turning long-form content into multi-format social media threads with minimal effort

web:seo-audit · Pre-launch SEO validation when site structure and metadata tuning are critical

workshop-marketing:pagina-active · Connecting high-conversion capture pages to email automation without backend overhead or Zapier friction.

spiritual-content · Writing inner-life content with full cross-link context from related posts.

mxm-brand-voice · Ensuring consistent brand voice across content with layered identity overlays.

blog · Automating specialized workflows with built-in validation and error handling.

analyze-competitor · Building Section 07 competitive landscape by researching each competitor systematically instead of ad-hoc

gmail-recipes · Building email workflows without low-code platform learning

new-blog-post · Dispatch commands to the right handler without boilerplate.

draft-changelog · Releases requiring both user-facing and technical changelog entries with versioning.

x9 · Multiplayer games that need consistent player-state synchronization with latency compensation and conflict resolution.