AI & ML

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Analyzes FedRAMP FRMR documents to extract control mappings, KSI entries, and version changes. Use when the user asks about FedRAMP requirements, control mappings, compliance data, or needs to understand FRMR document content.

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This skill should be used when the user asks to "add an MCP server", "install an MCP tool", "add a capability to Jarvis", "integrate an MCP server", "set up meme generation", "add web search to Jarvis", or mentions adding new tools or capabilities to the Signal AI assistant. Use when this capability is needed.

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Reviews BubbleTea TUI code for proper Elm architecture, model/update/view patterns, and Lipgloss styling. Use when reviewing terminal UI code using charmbracelet/bubbletea. Use when this capability is needed.

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Reviews SwiftData code for model design, queries, concurrency, and migrations. Use when reviewing .swift files with import SwiftData, @Model, @Query, @ModelActor, or VersionedSchema. Use when this capability is needed.

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Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security. Use when this capability is needed.

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Image Generation Prompt Engineering — Universal

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Use when planning, executing, or auditing a long-running multi-phase initiative (≥ 5 phases, ≥ 1 calendar week, or any initiative with explicit operator pause points or agent self-checkpoints). Codifies the craft for authoring pause-record artifacts + self-checkpoint reports + the 7-item operator approval checklist + pause-fatigue mitigation. Triggers on operator pause point, agent self-checkpoint, pause record, pre-phase self-checkpoint, mid-phase self-checkpoint, post-phase self-checkpoint, operator approval checklist, soft-pause auto-clear, pause-point fatigue. Pairs with .cursor/rules/akos-agent-checkpoint-discipline.mdc (the WHEN); this skill is the HOW.

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Use when assessing task complexity, determining workflow depth, asking "how complex is this?", "should I use a worktree?", "is this a big change?", or sizing work before planning. Analyzes 7 dimensions (scope, integration, infrastructure, knowledge, risk, testing, decomposability) to return SIMPLE, STANDARD, or COMPLEX tier with confidence scoring. Includes intent confirmation gating and review agent selection hints for consensus-review integration.

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> **👋 If you are a human evaluating this project:** the file you actually

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Implement native Rust ML inference with Candle framework. Use when building GPU-accelerated ML pipelines without Python dependencies. Use when this capability is needed.

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Validate and maintain cross-platform agent instruction files (AGENTS.md, CLAUDE.md, copilot-instructions.md). Ensure symlinks are correct, content is synchronized, and all AI coding agents receive consistent instructions. Use when setting up a new repo, auditing agent configs, or debugging why different agents behave differently. Use when this capability is needed.

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Comprehensive calculus expert covering limits, derivatives, integrals, sequences, series, and multivariable calculus with rigorous proofs and practical applications Use when this capability is needed.

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Use when a task should trigger a local completion notification through code-notify, or when configuring cross-tool notification behavior for Codex, Cursor, Claude, Gemini, or similar agent workflows. Verify the installed command or existing local integration before relying on it.

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保護者向けお便り作成スキル

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Skill Creator Guide

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Ranks retrieved context chunks by relevance, diversity, and utility using scoring algorithms and multi-stage pipelines to surface the best information for a given query. Use when this capability is needed.

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Implement OAuth 2.0 authentication flows including authorization code with PKCE, client credentials, and device code for secure API integration. Use when this capability is needed.

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Automate repetitive tasks and workflows using scripting, file watchers, scheduled jobs, CI triggers, and API polling to eliminate manual toil. Use when this capability is needed.

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Guide for querying/searching data (blocks) in Orca Note. Use when this capability is needed.

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Synchronizes AI agent skills from local directories and Git repositories, generating Use when this capability is needed.

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Check for AgentReverse skill updates and Claude Code changelog changes on session start. Runs automatically via SessionStart hook — compares installed versions against remote, applies safe migrations, and flags breaking changes. Use when user says /agent-reverse-update to manually trigger an update check. Use when this capability is needed.

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Switch model profile for GSD agents (quality balanced budget) Use when this capability is needed.

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Content Creator

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Generate and edit images using Google's Nanobanana model via Replicate API. Use this skill when users request image generation from text descriptions, image-to-image transformations, style transfers, or any creative image editing tasks. Supports multiple input images, custom aspect ratios, and various output formats. Use when this capability is needed.

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Support clinical trial safety planning using FDA adverse event data. Use when users ask about safety monitoring plans, protocol safety sections, comparator drug safety, or special population considerations for clinical trials. Use when this capability is needed.

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Refresh time-sensitive Apple Text skill content against current Apple documentation via Sosumi. Walks the `references/latest-apis.md` companion file in each time-sensitive skill (txt-swiftui-texteditor, txt-writing-tools, txt-textkit2, txt-attribute-keys, txt-attributed-string), fetches the current API surface from sosumi.ai, and produces a diff report so a maintainer can review and commit. Use when a new iOS / Swift / Xcode point release ships, when the user asks to "refresh the skills against current docs", "sync against WWDC", "update the Apple text skills for the new SDK", "freshen latest-apis.md", or any maintenance trigger. Trigger after WWDC, after Xcode 26.x bumps, or whenever an agent author notices skill content drifting from the current API surface — even when 'maintenance' isn't named. Do NOT use for authoring new skills or rewriting existing ones — that's the job of the per-skill rewrite workflow described in AGENTS.md. Use when this capability is needed.

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Best Practices — Prompt Transformer

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Track all URLs fetched during SpecStory AI coding sessions. Run when user says "show my link trail", "what URLs did I visit", "list fetched links", or "show web fetches". Use when this capability is needed.

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Audit, review, clean up, and prune Codex memories. Use when the user asks about ~/.codex/memories, stale or noisy memories, memory pollution, cross-repo rule leakage, sensitive memory contents, memory config tuning, cleanup plans, or whether entries belong in memory, AGENTS.md, repo docs, skills, config, or deletion. Do not use for ordinary repo docs cleanup. Use when this capability is needed.

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Native macOS/iOS app performance profiling via xctrace/Time Profiler and CLI-only analysis of Instruments traces. Use when asked to profile, attach, record, or analyze Instruments .trace files, find hotspots, or optimize native app performance without opening Instruments UI. Use when this capability is needed.

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This file contains links and resources related to Agent Skills. Use when this capability is needed.

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Use when spawning a Claude Code, Codex, Gemini, Aider, or other CLI task agent whose work needs parent Milady runtime context. Covers the read-only loopback bridge for character, room, memory, and active workspace state.

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Enforce policies, guardrails, and permission boundaries; refuse unsafe actions and apply least privilege. Use when evaluating actions against policies, checking permissions, or reducing scope to safe boundaries. Use when this capability is needed.

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Use when a user's prompt would clearly benefit from a reasoning, structure, tone, or verification decorator - or when they ask "what decorators should I use?". Teaches when and how to suggest inline `::Name(params)` sigils instead of repeating verbose prompt-engineering instructions manually.

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Guide for writing JavaScript programmatic MCP server tests using Node.js test runner. Use this when asked to create complex multi-step MCP tests or debug programmatic test files (*.programmatic.test.js). Use when this capability is needed.

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Guide for extending, structuring, validating, and optimizing client-side JavaScript in SFRA storefronts. Use when asked to build AJAX flows, form validation, DOM interactions, or client-side customizations. Use when this capability is needed.