Skill rating

Track code changes with structured JSON records, state machine enforcement, and AI session handoff for bot continuity

Implement bounded, idempotency-aware API throttling, backoff, and retry handling for 429 and transient 5xx responses.

Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.

Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence

Schedule AI agent runs with cron, loops, or external clocks while avoiding unsafe tight autonomous timers.

Professional PESTEL/SWOT analysis agent based on Kotler's methodology for strategic market audits.

Real vs lottery call separation for options P/C ratio analysis — prevents signal inversion from deep OTM noise

Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content.

Manage authorized VPS hosts and server-side agents through cautious SSH and operations workflows.

Commit and push skill changes to the configured skills repository after review and validation.

Reference for writing and editing skills well — the vocabulary and principles that make a skill predictable.

Configure and optimize .geminiignore files for AI context window efficiency and token cost reduction (FinOps).

Multi-cluster Kubernetes dashboard with AI-powered operations via MCP server and 10+ built-in agent skills

Open Markdown reliably in cmux panes and recover from blank rendered surfaces.

Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks

Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration

Use when explicit CrossFrame output needs review for reasoning fidelity, evidence boundaries, source anchors, concept drift, article collapse, or repair steps.

Rewrite allowed prompts to reduce false-positive safety triggers without bypassing policy or changing intent.

Generate production-ready mise.toml setups for local development, CI/CD pipelines, and toolchain standardization.

Safe production cleanup and hardening for vibe-coded fullstack apps (Next.js, React, Node.js, etc.). Removes dead imports, unused files, and broken references without breaking routes or APIs.

Review product risk before coding by checking demand, alternatives, channels, switching costs, and failure signals.

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Generate and edit images using Gemini's Nano Banana Pro model (gemini-3-pro-image-preview). Use this skill when the user asks you to generate images, create visuals, edit photos, create logos, generat

Register custom Pi Agent model slugs so saved OpenRouter variants resolve correctly.

Give an AI agent a permanent network address, encrypted P2P messaging, and an installable app store via Pilot Protocol

旅行/行程规划需求时使用:规划去某地旅行、X天X城、带老人孩子、自驾、假期安排等。产出逐日行程表、预算估算(经济/舒适/奢华三档)、交通住宿建议、景点美食清单。必须先问预算,预算未确认只输出问题清单;事实数据带来源和查询日期。

Upload, stream, search, edit, transcribe, and generate AI video and audio using the VideoDB SDK.

Interview the user to turn project vision and decisions into README and ADR documentation.

Give Pi Agents a safe web-search and fetch workflow using the installed pi-web-access package.

Evaluate, adapt, and safely install Context Kit personal context artifacts for Claude Code or adjacent agent workflows.

Run read-only exposure checks for security advisories and write a structured local audit report.

Map, explain, and lint repository-scoped coding-agent instructions before changing code.

Generate React code with Rayden UI components using correct props, tokens, and premium layout patterns

Keep a Mac awake with caffeinate during long builds, downloads, or supervised automation runs.

Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync.

Deterministic search across arXiv, PubMed/PMC, and US policy corpora with daily freshness cutoffs.

Review MDPR Markdown presentation workflows with semantic hints, visual checks, and deterministic renderer boundaries.

Build and maintain Rayden UI components and screens in Figma via Figma MCP with full design token enforcement

Generate AI images, videos, and music/audio from agents using the RunAPI CLI.

Draft and explain persistent goal-loop prompts for long-running agent work with clear stop conditions.

Mistake-proof code, config and process: make the wrong action impossible or self-announcing rather than documented.

Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.

Psychological compatibility matching — find cofounders, collaborators, and friends through validated psychometrics

Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.

Use DeepAPI for supported scraping, research, and email workflows with explicit credentials and approval.

Compact the current conversation into a handoff document for another agent to pick up.

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Post-process AI-generated text through the unslop CLI to strip AI writing patterns before publishing

Rewrite the previous response more briefly while preserving the substance.

Centralized 'Truth Engine' for cross-jurisdictional legal context (US, EU, CA) and contract scaffolding.