The library

weekly-report · Individual contributor or team lead reviewing personal/team productivity—weekly check-in on what worked and what to optimize.

weekly-review · Founder-CEOs who feel unmoored without a dashboard, or whose weeks blur together, and need ONE repeatable habit that compounds toward clarity and course-correction discipline.

productivity · Breaking work into shippable vertical slices with time estimates and energy-aware scheduling.

13-day-sprint-method · Individuals wanting rhythm-based productivity without Agile formalism; solopreneurs and creatives

sales-alfred · Solo professionals (founders, consultants, freelancers) drowning in email who want AI to triage and draft replies when cost vs time saved ($24.99/mo vs human EA at $2K-5K/mo) is favorable

productivity-score · Monthly review of system health and team performance when you want a single 0-100 number with component breakdown and trend comparison.

weekly-review · Operators using structured weekly review as part of GTD who want automated synthesis of daily execution + blockers into a high-level weekly summary.

04-interview-prep · Users with 3-8 weeks before interviews who want to practice with specific, real-time feedback on STAR structure, technical fluency, and cultural fit messaging.

weekly-review · Preventing OKR drift and detecting energy/skill gaps before they accumulate into quarter-ending surprise.

consolidate-memory · unifying distributed agent state into a single source of truth

mem · Reducing token overhead by 10x when querying project history—compact search results then drill into specific observations only when needed.

daily · Automated daily billing and activity accountability when you need time-tracking summaries without manual work.

trackmedaddy · Seamless time logging from CLI when you need to track work without leaving the terminal—avoids context switching.

skill · Teaching context-relevant French when personalization by profession and existing knowledge tracking prevents redundant learning.

idea-refine · When requirements are vague and need structure before implementation.

cheap-summarizer · When this specialized capability is required.

github-repo · When this specialized capability is required.

stock-price · When this specialized capability is required.

usdc-summarize · When this specialized capability is required.

youtube-summary · Quickly extracting key points from long YouTube videos (tutorials, talks, podcasts) without watching, especially when semantic accuracy across chunks matters.

unclick-memory · Agent-native memory that stays on-device and never calls home

obsidian-skill · When managing a knowledge base directly from Obsidian without leaving the editor.

personalhub-bilibili · Specialized use case not specified in body.

personalhub-reddit · Specialized use case not specified in body.

personalhub-spotify · Specialized use case not specified in body.

mem-search · When applying mem-search patterns to specialized interface challenges.

wowerpoint · Provide expert guidance at a specific stage.

session-search · When you need to quickly find a past session by partial memory (a phrase, a date range, a person name).

token-doctor · Identifying spend concentrations and antipatterns when your Claude bill is unexpectedly high.

priority-planner · When you need to cut through daily noise and focus on highest-leverage actions.

aphorisms · description: Aphorism management. USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs.

tdmcp-cookbook-examples · When learning patterns and recipes for building tools with the TDMCP framework.

tangyi-agent-skill · When you need specialized domain expertise from the Tangyi agent skill ecosystem.

dhdna-profiler · Fast DNA feature extraction for ML model input (classification, regression).

docx · Programmatically generating professional Word documents with complex formatting (TOC, headings, styled lists, page breaks) when manual editing is infeasible.

code-tour · Onboarding developers or documenting complex code patterns when linear documentation is insufficient.

generate-image · Creating visual assets and artwork when technical diagrams are not needed.

markitdown · Bulk document ingestion for RAG when format diversity requires unified conversion.

connections-optimizer · Reducing inter-service latency without manual network tuning or load-balancer rule writing.

open-notebook · Research teams needing self-hosted document analysis with data privacy and multi-speaker podcast generation.

log-session · Reproducible research when you need to replay or audit what happened in a specific session.

book.gather_info · Building reading lists or library metadata with standardized scoring across technical/practical/clarity dimensions

language-tutor · Delivering adaptive language learning with feedback

flashcards · Converting textbooks and research papers into memorizable study materials.

documents-core · When deciding whether to preserve editability or render final output.

documents-orchestrator · When routing document tasks without knowing the exact format tool.

documents · When creating office documents while preserving structure and formatting.

docx · When working with Word documents and tracked changes.

pdf · When creating or manipulating PDF files programmatically.

pptx · When building PowerPoint decks programmatically.