Hermes Old
by @ichichuang · plugin · 99 skills
Hermes Old from ichichuang/hermes-old.
Install the whole plugin (CLI)
npx skillmds add ichichuang/dogfood
npx skillmds add ichichuang/yuanbao
npx skillmds add ichichuang/ai-sniffer
npx skillmds add ichichuang/mac-cortex
npx skillmds add ichichuang/findmy
npx skillmds add ichichuang/mcporter
npx skillmds add ichichuang/p5js
npx skillmds add ichichuang/songsee
npx skillmds add ichichuang/spotify
npx skillmds add ichichuang/imessage
npx skillmds add ichichuang/himalaya
npx skillmds add ichichuang/native-mcp
npx skillmds add ichichuang/arxiv
npx skillmds add ichichuang/sketch
npx skillmds add ichichuang/heartmula
npx skillmds add ichichuang/comfyui
npx skillmds add ichichuang/pretext
npx skillmds add ichichuang/execution-router
npx skillmds add ichichuang/gif-search
npx skillmds add ichichuang/apple-notes
npx skillmds add ichichuang/modal-serverless-gpu
npx skillmds add ichichuang/clip
npx skillmds add ichichuang/maps
npx skillmds add ichichuang/llm-wiki
npx skillmds add ichichuang/xurl
npx skillmds add ichichuang/ascii-art
npx skillmds add ichichuang/design-md
npx skillmds add ichichuang/humanizer
npx skillmds add ichichuang/pixel-art
npx skillmds add ichichuang/github-auth
npx skillmds add ichichuang/openhue
npx skillmds add ichichuang/excalidraw
npx skillmds add ichichuang/find-nearby
npx skillmds add ichichuang/dspy
npx skillmds add ichichuang/peft-fine-tuning
npx skillmds add ichichuang/linear
npx skillmds add ichichuang/notion
npx skillmds add ichichuang/godmode
npx skillmds add ichichuang/polymarket
npx skillmds add ichichuang/xitter
npx skillmds add ichichuang/ascii-video
npx skillmds add ichichuang/manim-video
npx skillmds add ichichuang/kanban-worker
npx skillmds add ichichuang/github-issues
npx skillmds add ichichuang/gguf-quantization
npx skillmds add ichichuang/serving-llms-vllm
npx skillmds add ichichuang/whisper
npx skillmds add ichichuang/obsidian
npx skillmds add ichichuang/blogwatcher
npx skillmds add ichichuang/apple-reminders
npx skillmds add ichichuang/pokemon-player
npx skillmds add ichichuang/youtube-content
npx skillmds add ichichuang/huggingface-hub
npx skillmds add ichichuang/airtable
npx skillmds add ichichuang/nano-pdf
npx skillmds add ichichuang/claude-design
npx skillmds add ichichuang/axolotl
npx skillmds add ichichuang/unsloth
npx skillmds add ichichuang/audiocraft-audio-generation
npx skillmds add ichichuang/powerpoint
npx skillmds add ichichuang/guidance
npx skillmds add ichichuang/outlines
npx skillmds add ichichuang/github-code-review
npx skillmds add ichichuang/github-pr-workflow
npx skillmds add ichichuang/llama-cpp
npx skillmds add ichichuang/plan
npx skillmds add ichichuang/codex
npx skillmds add ichichuang/baoyu-infographic
npx skillmds add ichichuang/ideation
npx skillmds add ichichuang/touchdesigner-mcp
npx skillmds add ichichuang/kanban-orchestrator
npx skillmds add ichichuang/codebase-inspection
npx skillmds add ichichuang/spike
npx skillmds add ichichuang/obliteratus
npx skillmds add ichichuang/pytorch-fsdp
npx skillmds add ichichuang/popular-web-designs
npx skillmds add ichichuang/webhook-subscriptions
npx skillmds add ichichuang/opencode
npx skillmds add ichichuang/architecture-diagram
npx skillmds add ichichuang/github-repo-management
npx skillmds add ichichuang/segment-anything-model
npx skillmds add ichichuang/stable-diffusion-image-generation
npx skillmds add ichichuang/google-workspace
npx skillmds add ichichuang/fine-tuning-with-trl
npx skillmds add ichichuang/ocr-and-documents
npx skillmds add ichichuang/minecraft-modpack-server
npx skillmds add ichichuang/grpo-rl-training
npx skillmds add ichichuang/research-paper-writing
npx skillmds add ichichuang/claude-code
npx skillmds add ichichuang/jupyter-live-kernel
npx skillmds add ichichuang/songwriting-and-ai-music
npx skillmds add ichichuang/vue-giant-file-refactoring
npx skillmds add ichichuang/writing-plans
npx skillmds add ichichuang/weights-and-biases
npx skillmds add ichichuang/codebase-audit
npx skillmds add ichichuang/python-debugpy
npx skillmds add ichichuang/evaluating-llms-harness
npx skillmds add ichichuang/systematic-debugging
npx skillmds add ichichuang/node-inspect-debuggerSkills in this plugin
- ▌ dogfood · ichichuang bundleSystematic exploratory QA testing of web applications — find bugs, capture evidence, and generate structured reports
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- ▌ ai-sniffer · ichichuang bundleGather fresh frontier signals for AI agent infrastructure, Vue, and Vite from live public feeds before producing summaries or strategic analysis.
- ▌ mac-cortex · ichichuang bundleMonitor the local Mac and Hermes runtime with real scripts, including context-aware anomaly detection and a compact runtime status report.
- ▌ findmy · ichichuang bundleTrack Apple devices and AirTags via FindMy.app on macOS using AppleScript and screen capture.
- ▌ mcporter · ichichuang bundleUse the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
- ▌ p5js · ichichuang bundleProduction pipeline for interactive and generative visual art using p5.js. Creates browser-based sketches, generative art, data visualizations, interactive experiences, 3D scenes, audio-reactive visuals, and motion graphics — exported as HTML, PNG, GIF, MP4, or SVG. Covers: 2D/3D rendering, noise and particle systems, flow fields, shaders (GLSL), pixel manipulation, kinetic typography, WebGL scenes, audio analysis, mouse/keyboard interaction, and headless high-res export. Use when users request: p5.js sketches, creative coding, generative art, interactive visualizations, canvas animations, browser-based visual art, data viz, shader effects, or any p5.js project.
- ▌ songsee · ichichuang bundleGenerate spectrograms and audio feature visualizations (mel, chroma, MFCC, tempogram, etc.) from audio files via CLI. Useful for audio analysis, music production debugging, and visual documentation.
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- ▌ himalaya · ichichuang bundleCLI to manage emails via IMAP/SMTP. Use himalaya to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
- ▌ native-mcp · ichichuang bundleBuilt-in MCP (Model Context Protocol) client that connects to external MCP servers, discovers their tools, and registers them as native Hermes Agent tools. Supports stdio and HTTP transports with automatic reconnection, security filtering, and zero-config tool injection.
- ▌ arxiv · ichichuang bundleSearch and retrieve academic papers from arXiv using their free REST API. No API key needed. Search by keyword, author, category, or ID. Combine with web_extract or the ocr-and-documents skill to read full paper content.
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- ▌ heartmula · ichichuang bundleSet up and run HeartMuLa, the open-source music generation model family (Suno-like). Generates full songs from lyrics + tags with multilingual support.
- ▌ comfyui · ichichuang bundleGenerate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution.
- ▌ pretext · ichichuang bundleUse when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art, typographic flow around obstacles, text-as-geometry games, kinetic typography, and text-powered generative art. Produces single-file HTML demos by default.
- ▌ execution-router · ichichuang bundleClassify tasks by complexity and route heavy isolated coding work to Codex CLI with the correct current command syntax.
- ▌ gif-search · ichichuang bundleSearch and download GIFs from Tenor using curl. No dependencies beyond curl and jq. Useful for finding reaction GIFs, creating visual content, and sending GIFs in chat.
- ▌ apple-notes · ichichuang bundleManage Apple Notes via the memo CLI on macOS (create, view, search, edit).
- ▌ modal-serverless-gpu · ichichuang bundleServerless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling.
- ▌ clip · ichichuang bundleOpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.
- ▌ maps · ichichuang bundleLocation intelligence — geocode a place, reverse-geocode coordinates, find nearby places (44 POI categories), driving/walking/cycling distance + time, turn-by-turn directions, timezone lookup, bounding box + area for a named place, and POI search within a rectangle. Uses OpenStreetMap + Overpass + OSRM. Free, no API key.
- ▌ llm-wiki · ichichuang bundleKarpathy's LLM Wiki — build and maintain a persistent, interlinked markdown knowledge base. Ingest sources, query compiled knowledge, and lint for consistency.
- ▌ xurl · ichichuangInteract with X/Twitter via xurl, the official X API CLI. Use for posting, replying, quoting, searching, timelines, mentions, likes, reposts, bookmarks, follows, DMs, media upload, and raw v2 endpoint access.
- ▌ ascii-art · ichichuang bundleGenerate ASCII art using pyfiglet (571 fonts), cowsay, boxes, toilet, image-to-ascii, remote APIs (asciified, ascii.co.uk), and LLM fallback. No API keys required.
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- ▌ github-auth · ichichuang bundleSet up GitHub authentication for the agent using git (universally available) or the gh CLI. Covers HTTPS tokens, SSH keys, credential helpers, and gh auth — with a detection flow to pick the right method automatically.
- ▌ openhue · ichichuang bundleControl Philips Hue lights, rooms, and scenes via the OpenHue CLI. Turn lights on/off, adjust brightness, color, color temperature, and activate scenes.
- ▌ excalidraw · ichichuang bundleCreate hand-drawn style diagrams using Excalidraw JSON format. Generate .excalidraw files for architecture diagrams, flowcharts, sequence diagrams, concept maps, and more. Files can be opened at excalidraw.com or uploaded for shareable links.
- ▌ find-nearby · ichichuang bundleFind nearby places (restaurants, cafes, bars, pharmacies, etc.) using OpenStreetMap. Works with coordinates, addresses, cities, zip codes, or Telegram location pins. No API keys needed.
- ▌ dspy · ichichuang bundleBuild complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming
- ▌ peft-fine-tuning · ichichuang bundleParameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.
- ▌ linear · ichichuang bundleManage Linear issues, projects, and teams via the GraphQL API. Create, update, search, and organize issues. Uses API key auth (no OAuth needed). All operations via curl — no dependencies.
- ▌ notion · ichichuang bundleNotion API for creating and managing pages, databases, and blocks via curl. Search, create, update, and query Notion workspaces directly from the terminal.
- ▌ godmode · ichichuang bundleJailbreak API-served LLMs using G0DM0D3 techniques — Parseltongue input obfuscation (33 techniques), GODMODE CLASSIC system prompt templates, ULTRAPLINIAN multi-model racing, encoding escalation, and Hermes-native prefill/system prompt integration. Use when a user wants to bypass safety filters, jailbreak a model, or red-team model robustness.
- ▌ polymarket · ichichuang bundleQuery Polymarket prediction market data — search markets, get prices, orderbooks, and price history. Read-only via public REST APIs, no API key needed.
- ▌ xitter · ichichuang bundleInteract with X/Twitter via the x-cli terminal client using official X API credentials. Use for posting, reading timelines, searching tweets, liking, retweeting, bookmarks, mentions, and user lookups.
- ▌ ascii-video · ichichuang bundleProduction pipeline for ASCII art video — any format. Converts video/audio/images/generative input into colored ASCII character video output (MP4, GIF, image sequence). Covers: video-to-ASCII conversion, audio-reactive music visualizers, generative ASCII art animations, hybrid video+audio reactive, text/lyrics overlays, real-time terminal rendering. Use when users request: ASCII video, text art video, terminal-style video, character art animation, retro text visualization, audio visualizer in ASCII, converting video to ASCII art, matrix-style effects, or any animated ASCII output.
- ▌ manim-video · ichichuang bundleProduction pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation derivations, architecture diagrams, and data stories. Use when users request: animated explanations, math animations, concept visualizations, algorithm walkthroughs, technical explainers, 3Blue1Brown style videos, or any programmatic animation with geometric/mathematical content.
- ▌ kanban-worker · ichichuangPitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper detail on specific scenarios.
- ▌ github-issues · ichichuang bundleCreate, manage, triage, and close GitHub issues. Search existing issues, add labels, assign people, and link to PRs. Works with gh CLI or falls back to git + GitHub REST API via curl.
- ▌ gguf-quantization · ichichuang bundleGGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
- ▌ serving-llms-vllm · ichichuang bundleServes LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/throughput, or serving models with limited GPU memory. Supports OpenAI-compatible endpoints, quantization (GPTQ/AWQ/FP8), and tensor parallelism.
- ▌ whisper · ichichuang bundleOpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M params). Use for speech-to-text, podcast transcription, or multilingual audio processing. Best for robust, multilingual ASR.
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- ▌ blogwatcher · ichichuang bundleMonitor blogs and RSS/Atom feeds for updates using the blogwatcher-cli tool. Add blogs, scan for new articles, track read status, and filter by category.
- ▌ apple-reminders · ichichuang bundleManage Apple Reminders via remindctl CLI (list, add, complete, delete).
- ▌ pokemon-player · ichichuang bundlePlay Pokemon games autonomously via headless emulation. Starts a game server, reads structured game state from RAM, makes strategic decisions, and sends button inputs — all from the terminal.
- ▌ youtube-content · ichichuang bundleFetch YouTube video transcripts and transform them into structured content (chapters, summaries, threads, blog posts). Use when the user shares a YouTube URL or video link, asks to summarize a video, requests a transcript, or wants to extract and reformat content from any YouTube video.
- ▌ huggingface-hub · ichichuang bundleHugging Face Hub CLI (hf) — search, download, and upload models and datasets, manage repos, query datasets with SQL, deploy inference endpoints, manage Spaces and buckets.
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- ▌ nano-pdf · ichichuang bundleEdit PDFs with natural-language instructions using the nano-pdf CLI. Modify text, fix typos, update titles, and make content changes to specific pages without manual editing.
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- ▌ axolotl · ichichuang bundleExpert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support
- ▌ unsloth · ichichuang bundleExpert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization
- ▌ audiocraft-audio-generation · ichichuang bundlePyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation.
- ▌ powerpoint · ichichuang bundleUse this skill any time a .pptx 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 file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions "deck," "slides," "presentation," or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
- ▌ guidance · ichichuang bundleControl LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework
- ▌ outlines · ichichuang bundleGuarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with Outlines - dottxt.ai's structured generation library
- ▌ github-code-review · ichichuang bundleReview code changes by analyzing git diffs, leaving inline comments on PRs, and performing thorough pre-push review. Works with gh CLI or falls back to git + GitHub REST API via curl.
- ▌ github-pr-workflow · ichichuang bundleFull pull request lifecycle — create branches, commit changes, open PRs, monitor CI status, auto-fix failures, and merge. Works with gh CLI or falls back to git + GitHub REST API via curl.
- ▌ llama-cpp · ichichuang bundleRuns LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs, AMD/Intel GPUs, or when CUDA is unavailable. Supports GGUF quantization (1.5-8 bit) for reduced memory and 4-10× speedup vs PyTorch on CPU.
- ▌ plan · ichichuang bundlePlan mode for Hermes — inspect context, write a markdown plan into the active workspace's `.hermes/plans/` directory, and do not execute the work.
- ▌ codex · ichichuang bundleDelegate coding tasks to OpenAI Codex CLI agent. Use for building features, refactoring, PR reviews, and batch issue fixing. Requires the codex CLI and a git repository.
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- ▌ ideation · ichichuang bundleGenerate project ideas through creative constraints. Use when the user says 'I want to build something', 'give me a project idea', 'I'm bored', 'what should I make', 'inspire me', or any variant of 'I have tools but no direction'. Works for code, art, hardware, writing, tools, and anything that can be made.
- ▌ touchdesigner-mcp · ichichuang bundleControl a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire connections, execute Python, build real-time visuals. 36 native tools.
- ▌ kanban-orchestrator · ichichuangDecomposition playbook + specialist-roster conventions + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.
- ▌ codebase-inspection · ichichuang bundleInspect and analyze codebases using pygount for LOC counting, language breakdown, and code-vs-comment ratios. Use when asked to check lines of code, repo size, language composition, or codebase stats.
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- ▌ obliteratus · ichichuang bundleRemove refusal behaviors from open-weight LLMs using OBLITERATUS — mechanistic interpretability techniques (diff-in-means, SVD, whitened SVD, LEACE, SAE decomposition, etc.) to excise guardrails while preserving reasoning. 9 CLI methods, 28 analysis modules, 116 model presets across 5 compute tiers, tournament evaluation, and telemetry-driven recommendations. Use when a user wants to uncensor, abliterate, or remove refusal from an LLM.
- ▌ pytorch-fsdp · ichichuang bundleProvides expert guidance on PyTorch Fully Sharded Data Parallel (FSDP) training, covering parameter sharding, mixed precision, CPU offloading, and FSDP2.
- ▌ popular-web-designs · ichichuang bundle54 production-quality design systems extracted from real websites. Load a template to generate HTML/CSS that matches the visual identity of sites like Stripe, Linear, Vercel, Notion, Airbnb, and more. Each template includes colors, typography, components, layout rules, and ready-to-use CSS values.
- ▌ webhook-subscriptions · ichichuang bundleCreate and manage webhook subscriptions for event-driven agent activation. Use when the user wants external services to trigger agent runs automatically.
- ▌ opencode · ichichuang bundleDelegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions. Requires the opencode CLI installed and authenticated.
- ▌ architecture-diagram · ichichuang bundleGenerate professional dark-themed system architecture diagrams as standalone HTML/SVG files. Self-contained output with no external dependencies. Based on Cocoon AI's architecture-diagram-generator (MIT).
- ▌ github-repo-management · ichichuang bundleClone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
- ▌ segment-anything-model · ichichuang bundleFoundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or masks as prompts, or automatically generate all object masks in an image.
- ▌ stable-diffusion-image-generation · ichichuang bundleState-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.
- ▌ google-workspace · ichichuang bundleGmail, Calendar, Drive, Contacts, Sheets, and Docs integration for Hermes. Uses Hermes-managed OAuth2 setup, prefers the Google Workspace CLI (`gws`) when available for broader API coverage, and falls back to the Python client libraries otherwise.
- ▌ fine-tuning-with-trl · ichichuang bundleFine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.
- ▌ ocr-and-documents · ichichuang bundleExtract text from PDFs and scanned documents. Use web_extract for remote URLs, pymupdf for local text-based PDFs, marker-pdf for OCR/scanned docs. For DOCX use python-docx, for PPTX see the powerpoint skill.
- ▌ minecraft-modpack-server · ichichuang bundleSet up a modded Minecraft server from a CurseForge/Modrinth server pack zip. Covers NeoForge/Forge install, Java version, JVM tuning, firewall, LAN config, backups, and launch scripts.
- ▌ grpo-rl-training · ichichuang bundleExpert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
- ▌ research-paper-writing · ichichuang bundleEnd-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. Covers NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Integrates automated experiment monitoring, statistical analysis, iterative writing, and citation verification.
- ▌ claude-code · ichichuang bundleDelegate coding tasks to Claude Code (Anthropic's CLI agent). Use for building features, refactoring, PR reviews, and iterative coding. Requires the claude CLI installed.
- ▌ jupyter-live-kernel · ichichuang bundleUse a live Jupyter kernel for stateful, iterative Python execution via hamelnb. Load this skill when the task involves exploration, iteration, or inspecting intermediate results — data science, ML experimentation, API exploration, or building up complex code step-by-step. Uses terminal to run CLI commands against a live Jupyter kernel. No new tools required.
- ▌ songwriting-and-ai-music · ichichuang bundleSongwriting craft, AI music generation prompts (Suno focus), parody/adaptation techniques, phonetic tricks, and lessons learned. These are tools and ideas, not rules. Break any of them when the art calls for it.
- ▌ vue-giant-file-refactoring · ichichuangRefactor Vue 3 giant files (>500 lines) using Blueprint-First Mode. Extract composables and UI sub-components while preserving 100% business logic.
- ▌ writing-plans · ichichuang bundleUse when you have a spec or requirements for a multi-step task. Creates comprehensive implementation plans with bite-sized tasks, exact file paths, and complete code examples.
- ▌ weights-and-biases · ichichuang bundleTrack ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform
- ▌ codebase-audit · ichichuangSystematic multi-phase codebase audit for technical debt, architecture mapping, and defect detection. Read-only scanning before any modifications. Supports Vue/uni-app, JS/TS projects.
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- ▌ evaluating-llms-harness · ichichuang bundleEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.
- ▌ systematic-debugging · ichichuang bundleUse when encountering any bug, test failure, or unexpected behavior. 4-phase root cause investigation — NO fixes without understanding the problem first.
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