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82 capabilities · page 1 of 2
Individual capabilities
- optim-agent
Act as the sampler inside any coding-agent session: Claude Code, Codex, OpenCode/OpenClaw, or another agent that can read project files and run shell commands.
- html-ppt-zhangzara-pin-and-paper
A field-biology capstone on urban pollinator decline — the survey design, the data, the contribution, and the caveats.
- continuous-learning-v2
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into…
- cognee
Use this skill whenever the user asks about Cognee, AI memory, persistent agent memory, self-improving agents, agents learning from…
- agent-builder
Design and build AI agents for any domain.
- experimental-design
Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are…
- research
Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a…
- tool-calling-tutor
A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and…
- expression-skill
This skill should be used when the user asks for efficient communication, task reports, file-operation summaries, research discussion,…
- baoyu-comic
Knowledge comic creator supporting multiple art styles and tones.
- continuous-learning
[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor.
- delivery-gate
Stop hook that blocks Claude from finishing until quality checks pass.
- memory-management
AgentDB memory system with HNSW vector search.
- coding-tutor
Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples.
- lesson-quiz
Test a learner on a single Claude Code tutorial lesson (01-10) with 10 questions, scoring answers and flagging weak spots.
- self-assessment
Comprehensive Claude Code self-assessment and learning path advisor.
- kaggle-learner
Extract and apply knowledge from Kaggle competition winning solutions.
- LQF_Machine_Learning_Expert_Guide
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode.
- concept-diagrams
Generate flat, minimal educational SVG visuals as HTML
- ariadne:vault
Bootstrap an agentic Markdown knowledge vault for projects, research, learning, life systems, and other long-running knowledge work.
- archive
Archive session learnings, debugging solutions, and deployment logs to .archive/yyyy-mm-dd/ as indexed markdown with searchable tags.
- exercise-designer
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repetition, and interleaving.
- review-agent-harness
Review whether a repository's coding-agent harness can reliably carry work from intent through controlled execution, verification, delivery, and learning.
- yolo-training
Read the run before changing anything.
- learn
Guided, hands-on course teaching architects how to use Codex or Claude Code — six short modules, each built around an exercise on a bundled sandbox…
- master-curriculum
The publisher’s description is only a heading. Open the skill to read what it does.
- AgentDB Learning Plugins
Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms.
- AgentDB Memory Patterns
Implement persistent memory patterns for AI agents using AgentDB.
- ReasoningBank Intelligence
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement.
- ReasoningBank with AgentDB
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database.
- upskill
Compares tracked job postings against the candidate profile to identify skill gaps and generate a prioritized learning plan with study resources.
- learn
Distill a reusable skill from anything — a directory, a URL, pasted notes, or what you just did together — or refine an existing skill with new learnings.
- learn
Runs a six-phase research workflow that turns unfamiliar domains, source bundles, or collected material into publish-ready output.
- blog-discourse
Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to,…
- jab-hook
Gary Vaynerchuk's jab-jab-jab-right-hook framework applied to a personal portfolio rotation on X and LinkedIn.
- event-study-cars
Complete methodology for computing publication-quality cumulative abnormal returns with proper event-study test statistics, matching the…
- brother-skill
Distill the bros in your life — real brothers, internet brothers, group chat legends, and content creators who feel like friends.
- swarma
Agent teams that run growth experiments and build their own playbook.
- craft-your-textbook
The publisher’s description is only a heading. Open the skill to read what it does.
- html-explainer
Build a polished, lightly-interactive single-page web explainer for educational, informational, or explanatory content.
- course-creator
Interactive, step-by-step course creation assistant.
- growth-experimentation
Build a growth experimentation system — ICE scoring, growth sprints, experiment design, statistical significance, and learning repositories.
- market-segments
Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis.
- continuous-feedback
Identifies improvement targets from accumulated session learnings and proposes concrete skill/agent modifications.
- case-study-plan
Build a complete case-study creation blueprint — a Challenge-Solution-Results narrative framework, 15-20 client interview questions plus 10…
- aigc-detector
Academic paper AI content detection, rewriting, and thesis writing assistant.
- alloy6
Design, write, review, debug, migrate, explain, and verify Alloy 6 models.
- anthropic-os
<skill_contract> <input>One owned work system with its workflow, users, traces, permissions, metrics, constraints, and review horizon.</input> <output>A supervised operating-system redesign with one bounded experiment, control gates, cadenc
- compound-learnings
Transform session learnings into permanent capabilities (skills, rules, agents).
- college-application-doc
The publisher’s description is only a heading. Open the skill to read what it does.
- study
Language Detection: Detect the user's language from their input and generate ALL materials in that language.
- appllama-usage
Use the Appllama MCP (mcp.appllama.io) well — research real top-grossing mobile apps, their screens, flows, and UI elements, then build…
- alterlab-deepchem
Runs molecular machine learning with DeepChem — diverse featurizers, pre-built MoleculeNet benchmark datasets, and pre-trained models (ChemBERTa, GROVER)…
- series-analyzer
Deeply analyze creation techniques and plot design of aired TV series.
- ai-federated-learning
Implements federated learning architecture patterns for GDPR compliance.
- study-quiz
Quiz & assessment sub-skill (orchestrated by study-assistant; also usable standalone).
- tutorial-docs
Tutorial patterns for documentation - learning-oriented guides that teach through guided doing.
- vitaecontext-vitaegraph
Build, deepen, validate, index, and maintain a private hierarchical career knowledge graph from supplied career materials.
- bloom-tutor
The publisher’s description is only a heading. Open the skill to read what it does.
- education-program
Guides student and education discount programs as an acquisition channel.
