richfrem
- 219 skills
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- 1 day ago last updated
- ▌ Claude CLI Agent · richfrem bundleClaude CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any specialized analysis requiring a fresh model context.
- ▌ Gemini CLI Agent · richfrem bundleGemini CLI sub-agent system for cost-efficient analysis using the `gemini` binary. Use when piping large contexts to cheaper Google Gemini models (gemini-3-flash-preview, gemini-3.1-pro-preview) for security audits, architecture reviews, or QA analysis. For frontier models (Gemini 3.5 Flash and above), use agy-cli-agent instead.
- ▌ Humanize · richfrem bundleThis skill should be used when the user wants to "humanize this", "make this sound less AI", "rewrite this naturally", "remove AI patterns", "make this more conversational", "this sounds robotic", "edit for voice or tone", or pastes text that reads like LLM output (parallel structure in threes, em dashes, semicolons, hedging phrases, hollow affirmations). Also trigger for "make this sound like me", "clean up this draft", or "rewrite this for LinkedIn/email/Slack". Use this skill even for a single sentence if the user's intent is to make writing feel more human. Do NOT use for pure grammar correction or style guide work unrelated to humanizing AI patterns.
- ▌ Hf Upload · richfrem bundleUpload primitives for HuggingFace Soul persistence - file, folder, snapshot, JSONL append, and dataset card management with exponential backoff. Use when persisting agent learnings, snapshots, or semantic caches to HuggingFace.
- ▌ Task Agent · richfrem bundleTask management agent. Auto-invoked for task creation, status tracking, and kanban board operations using Markdown files across lane directories. USE ONLY for lightweight, ephemeral, intra-session scratchpads during a single mission run. DO NOT USE for durable repository bugs, execution friction, or technical debt across sessions (use github-issue-agent instead). V2 enforces Kanban Sovereignty constraints preventing manual task file edits.
- ▌ Rlm Init · richfrem bundleInteractive RLM cache initialization. Use when: setting up a new project's semantic cache for the first time, or adding a new cache profile. Walks the user through folder selection, extension config, manifest creation, and first distillation pass.
- ▌ Hf Download · richfrem bundleDownload primitives for HuggingFace assets - files, folder snapshots, and model weights with exponential backoff on rate limits. Use when pulling models, datasets, or caches from HuggingFace to the local environment.
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- ▌ Maf Adapter · richfrem bundleProvides validation, setup guidance, and a local test harness simulator to run skills within the Microsoft Agent Framework (MAF).
- ▌ Rlm Search · richfrem bundle3-Phase Knowledge Search strategy for the RLM Factory ecosystem. Auto-invoked when tasks involve finding code, documentation, or architecture context in the repository. Enforces the optimal search order: RLM Summary Scan (O(1)) -> Vector DB Semantic Search -> Grep/Exact Match. Never skip phases.
- ▌ Agt Security · richfrem bundleProvides sandboxing validation, HMAC key rotation, and budget verification to manage security boundaries under Agentic Group Theory (AGT).
- ▌ Os Init · richfrem bundleTrigger: "set up agentic OS", "initialize agent harness", "init my project for AI agents", "retrofit repository", "upgrade project for evolution", "sync instruction files", "where do I put CLAUDE.md", "create my agent environment", "set up persistent memory". Guides users through discovery, initializes/retrofits 3-Layer Memory, mirrors multi-tool instruction files (CLAUDE/GEMINI/Copilot/AGENTS), and guides plugin installation.
- ▌ Rlm Curator · richfrem bundleKnowledge Curator agent skill for the RLM Factory. Auto-invoked when tasks involve distilling code summaries, querying the semantic ledger, auditing cache coverage, or maintaining RLM hygiene. Supports both Ollama-based batch distillation and agent-powered direct summarization. V2 enforces Concurrency Safety constraints.
- ▌ Agy CLI Agent · richfrem bundleAntigravity (`agy`) CLI sub-agent system for all Google Gemini models and cross-model access (Gemini, Claude, GPT-OSS) via the agy binary. Use when dispatching tasks to Gemini 3.1 Pro (cheapest real-world), Gemini 3.5 Flash, or other agy-hosted models. Replaces the deprecated gemini-cli-agent (gemini binary retired June 18 2026). Trigger with "use agy", "dispatch to antigravity", "run with agy", "use gemini model", "agy sub-agent", or "use cheapest gemini".
- ▌ Project Setup · richfrem bundleInteractive skill to scaffold and optimize configuration files for both Claude Code (.claude/) and Google ADK/Gemini (.agents/) directories. Trigger with "set up project", "scaffold agent config", "setup cli agent settings", or "configure agents for this project".
- ▌ Adr Management · richfrem bundleADR management skill. Auto-invoked for generating architecture decisions, documenting design rationale, and maintaining the decision record log. Uses native read/write tools to scaffold and update ADR markdown files.
- ▌ Os Guide · richfrem bundleTrigger with "explain agentic os", "how do I set up a persistent agent environment", "what is the CLAUDE.md hierarchy", "explain the context folder structure", "how does session memory work", "what is soul.md or user.md", "explain auto-memory or MEMORY.md", "what is a loop scheduler or heartbeat", or when the user asks for the canonical guide.
- ▌ Context Bundler · richfrem bundleInteractively creates targeted code, design, and documentation bundles for external review (Markdown or ZIP). Includes a comprehensive library of review & delegation persona templates (Adversarial Security, Plan Critique, Refactoring Quality, Sub-Agent Task Handoff, Documentation Synthesis, Architecture, Compliance, TDD Contract Review), plus a Multi-Persona Fan-Out mode for parallel adversarial plan review (see graph-planning-superpowers-policy.md Phase 1).
- ▌ Hf Init · richfrem bundleInitialize HuggingFace integration - validates .env variables, tests API connectivity, and ensures the dataset repository structure exists. Use when onboarding a new project to HuggingFace or when credentials change.