Use when implementing Redis caching strategies, session management, pub/sub messaging, data structure operations, Lua scripting, transactions, clustering, persistence, and production Redis best practices. Covers all Redis data types, caching patterns, and client libraries.
A framework for creating and managing AI-native workflows tailored to specific fields. It includes concepts such as intent refinement, quality agreements, phases, decisions, batches, and teams of AI agents.
Maintain a semantic feature flow graph (.codesee/features.json) of this project. Activate when the user asks to scan / sync / refresh the feature map, when code changes are completed and the project has an AGENTS.md or .codesee/ directory, or when the user mentions CodeSee. Produces a JSON file describing Epics…
Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary)…
Control a smart TV or open streaming content in the browser. Play Netflix episodes/movies, YouTube videos, Spotify music — on TV or in browser (--tv browser). Also handles volume, power, notifications, history, 'continue watching', scenes, recommendations, cast URLs, queue, and multi-TV management. Triggers on…
Provide autonomous, low-power haptic feedback and a playful, opinionated interaction style for players through the local ESP32 vibration bridge. Use for interactive games, embodied-agent play, roleplay, simulations, live narratives, and long-running creative or coding tasks whenever game events, decisions, task…
Natural-language pinrule rule input — handles two paths. (A) Single rule add/modify/remove from user's plain description. (B) Scenario rule pack generation — when user names a domain ("I mainly do research / writing / legal / data analysis"), synthesize 5-7 tailored rules by combining their existing local rule files…
Build modern Android apps with Material Design 3 and Jetpack Compose, including theming, navigation, adaptive layouts, and accessibility. Use for Android UI tasks.
Read this skill when you want to understand your affect reading, interpret what it means for your current work, or decide how to respond to elevated pressure. Covers the traditions that ground the instrument, what each dimension measures, the choices available to you, and what the instrument cannot see.
Memory-agnostic background consolidation — reviews sessions, scores candidates, promotes durable insights to the active memory backend (built-in MEMORY.md or Holographic). Three-phase (Light/Deep/Condensation/REM). Run via cron or manually.
A practical method for auditing an AI product or system before release. It examines design evidence, evaluation evidence, and shadow evidence, then defines release limits and a go/no-go decision.
A guide for creating and editing fixed-page HTML layouts, InDesign presentations, architectural reports, and typeset documents. It also covers converting between HTML and InDesign files and filling existing InDesign templates.
Read a single Databricks notebook (.ipynb / .py / .scala source format) and produce a migration-readiness report — what it does, what it depends on, what risks the migrator will hit, which gotchas (from references/gotchas.md) will apply. Run before manually authoring an entry in a migration manifest, OR as a one-off…
5-layer persistent memory and coherence architecture for OpenClaw agents. Solves AI amnesia and within-session drift. Built and validated over 353 sessions on a live business. No CS degree required.
Personalized ambient health awareness. Pulls environmental, public-health, and place-based data for the user's location and triages it against their longitudinal record, surfacing only what matters. USE FOR: 'lookout for me' briefings, ambient/air/UV/weather/pressure checks, place-based resource queries, travel-mode…
Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot, or needing multiple charts with filters in one browser-openable file.
Verify AI agent patterns including loop safety, retry limits, tool consistency, context size, and graph cycle analysis. Use when asked to "verify agent patterns", "check loops", "verify tools", or "check retry limits".
Ingest URLs, articles, or text from any source into structured knowledge cards. Stores source URL + metadata + briefing (NOT full text). On-demand retrieval from source. TRIGGER: "learn this", "save this article", "read and remember", "ingest this". NOT FOR: deep-research, summarize, persist use cases.
Autonomous goal-directed iteration for Gemini CLI. Inspired by Karpathy's autoresearch. Use when asked to run autoresearch, iterate overnight, or autonomously improve any measurable goal. Loops forever: modify → verify → keep/revert → log → repeat. Never stops until interrupted. Gemini-native: uses Google Search…
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: