ichichuang
- 382 skills
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- 2 weeks ago last updated
- ▌ Personal Monitor Domain · ichichuang bundleDomain specification for a personal daily monitoring dashboard. Defines all target panels (email, Feishu, Office, social, news, Twitter, code status, schedule, stock market, daily finance), their data sources, APIs, and priority ordering for incremental development.
- ▌ Typescript Import Audit · ichichuang bundleSystematic workflow for auditing TypeScript codebases for import hygiene issues (value vs. type imports, duplicates), missing base class extensions, and incomplete barrel file re-exports, with actionable fix patterns.
- ▌ Hermes Safe Auto Upgrade · ichichuangSet up Hermes to safely self-upgrade on a schedule with pre-upgrade backup commits, push/tag safeguards, and user notifications before and after any real upgrade.
- ▌ Excel Subtotal Audit · ichichuang bundleAudit generated Excel reports by enumerating populated output rows, exposing formulas, and checking that each subtotal range includes all visible detail rows.
- ▌ Ffmpeg Encoder Check · ichichuang bundleCheck FFmpeg encoder availability before video encoding to avoid library mismatches
- ▌ Local PDF Extraction · ichichuang bundleExtract text from local PDFs using pdftotext or PyMuPDF via run_shell
- ▌ PDF Debug Unbuffered · ichichuang bundleDebug Python PDF generation errors by using unbuffered output and stderr inspection to reveal actual tracebacks
- ▌ PDF Verification CLI · ichichuang bundleVerify PDF page count and content using command-line tools when Python libraries unavailable
- ▌ PPTX File Validation · ichichuang bundleValidate PowerPoint files using python-pptx when standard file readers fail
- ▌ Python Debug Pattern · ichichuang bundleDebug Python script execution failures by capturing full output with exit codes and verifying working directory before file operations
- ▌ Robust File Creation · ichichuang bundleFallback to run_shell and write_file when execute_code_sandbox or shell_agent fail on filesystem operations
- ▌ Shell Agent File Ops · ichichuang bundleLeverage shell_agent for autonomous file creation and modification with automatic tool selection and error recovery
- ▌ Shell Python Heredoc · ichichuang bundleExecute complex Python code via run_shell heredoc when execute_code_sandbox fails
- ▌ Large File Write Heredoc · ichichuang bundleReliable fallback technique for writing large file contents when write_file and shell_agent both fail with 'unknown error' due to payload size limits — uses run_shell with a Python heredoc to bypass tool constraints.
- ▌ Panel Component Xss Safe · ichichuang bundleCreate a dashboard panel component using vanilla TypeScript DOM API, following the worldmonitor Panel architecture. Panels have a header with title/count, scrollable content area, loading/error states, and resize handles. Includes XSS-safe rendering pattern with esc() helper for safely interpolating untrusted external API data into innerHTML.
- ▌ Panel Retry Localstorage · ichichuang bundleEnhanced dashboard panel component with robust error handling, retry logic, and localStorage persistence for state management.
- ▌ Skill Template Generator · ichichuang bundleGenerate properly-formatted SKILL.md files from extracted architectural patterns. Turns raw pattern descriptions into reusable skills that OpenSpace can discover, select, and evolve.
- ▌ Cascade Fail Recovery · ichichuang bundleHandle cascading data retrieval tool failures by falling back to embedded knowledge generation
- ▌ Document Gen Fallback · ichichuang bundleFallback workflow for multi-format document generation when shell_agent encounters errors
- ▌ DOCX Shell Workaround · ichichuang bundleHandle docx files using shell-based XML extraction and python-docx via run_shell when standard tools fail
- ▌ Execute Code Fallback · ichichuang bundleFallback from execute_code_sandbox to run_shell when e2b sandbox is unavailable
- ▌ Fallback Python Shell · ichichuang bundleUse run_shell with Python heredoc when execute_code_sandbox or read_file fail
- ▌ Graceful Tool Failure · ichichuang bundleReport tool failures transparently and attempt minimal viable output with disclaimers
- ▌ Ppt Workflow Location · ichichuang bundleGenerate PowerPoint files using shell_agent and locate them in nested workspace directories
- ▌ Python Shell Fallback · ichichuang bundleFallback to shell execution when sandbox fails for library-dependent Python code
- ▌ Robust PDF Extraction · ichichuang bundleMulti-method PDF extraction with sequential fallback and OCR for scanned documents
- ▌ Safe Script Execution · ichichuang bundleFallback workflow for code execution when automated tools fail, using shell heredoc with verification
- ▌ Sandbox Exec Fallback · ichichuang bundleFallback pattern for executing Python code when execute_code_sandbox fails by writing to file and running via shell
- ▌ Shell Python Fallback · ichichuang bundleUse run_shell with embedded Python heredoc as reliable fallback when code execution tools fail
- ▌ Codebase Pattern Analyzer · ichichuang bundleAnalyze a reference codebase to discover and extract reusable architectural patterns. Produces structured pattern descriptions that can be turned into standalone skills. This is a meta-skill that bootstraps the skill evolution chain.
- ▌ Data Service Proxy Direct · ichichuang bundleCreate resilient data fetching services with circuit breaker pattern, supporting both proxied and direct API calls. Services handle fetch, cache, retry, and expose typed data to panel components.
- ▌ Unicode Safe File Writing · ichichuang bundleHow to reliably write files containing multi-byte Unicode (emoji, special symbols) when write_file fails with 'unknown error' by falling back to run_shell with a heredoc.
- ▌ Audio Track Production · ichichuang bundleEnd-to-end audio production workflow with stems, effects, archiving, and verification
- ▌ Deliverable Completion · ichichuang bundleClarifies that file creation tasks are complete when the deliverable is successfully written—no submission step required
- ▌ Excel Debug Extraction · ichichuang bundleIteratively debug Excel structure with exploratory scripts before writing extraction logic
- ▌ Excel Heredoc Fallback · ichichuang bundleCreate Excel files with openpyxl by falling back to shell-based Python heredoc when sandbox execution fails
- ▌ Fallback File Creation · ichichuang bundleFallback pattern for reliable file creation when code execution tools fail
- ▌ HTTP Response Handling · ichichuang bundleHandle websites requiring JavaScript by using curl with browser headers and validating file types.
- ▌ PDF Checklist Workflow · ichichuang bundleGenerate structured PDF documents with tables, sections, and scoring using Python libraries in execute_code_sandbox
- ▌ PDF Read File Fallback · ichichuang bundleExtract text from PDFs using pdftotext when read_file returns binary data
- ▌ PDF Verification Check · ichichuang bundleVerify generated PDFs for integrity and page count using PyPDF2 before task completion.
- ▌ Python Debug Execution · ichichuang bundleDebug Python scripts with proper error surfacing and working directory verification
- ▌ Shell Agent Delegation · ichichuang bundleDelegate complex tasks to shell_agent when direct tool execution fails, leveraging autonomous error recovery and library selection
- ▌ Ssl Proxy Troubleshoot · ichichuang bundleSystematic workflow for troubleshooting SSL/proxy connectivity issues with government websites
- ▌ Zip Export Deliverable · ichichuang bundleEnsures codebase deliverables are properly exported as ZIP archives through a dedicated finalization step
- ▌ CSS Append Selector Verify · ichichuang bundleSafely append CSS styles from one file to another, with per-selector grep verification after every append to catch silent truncation that tail or wc-l alone would miss
- ▌ Full Stack Panel Authoring · ichichuang bundleSingle cohesive workflow for creating complete dashboard panel features in vanilla TypeScript — covers project-structure exploration, server dispatch pattern detection and wiring (Express or manual http.createServer), Panel base class component authoring with CircuitBreaker resilience and localStorage persistence, panel registration in index.ts, and safe file writing (including emoji workarounds).
- ▌ List And Count Directories · ichichuang bundleList and count directories in a path by filtering list_dir results for directory entries and excluding hidden/system files
- ▌ Panel Component Aggregator · ichichuang bundleDashboard panel component pattern for aggregator/summary panels that accept pushed partial data updates via updateData(), defer rendering until first data arrives, and incrementally re-render metrics without re-fetching — ideal for panels that synthesize data already fetched by other panels.
- ▌ Verify Directory Structure · ichichuang bundleDiagnose and resolve file access issues by first verifying the directory structure.
- ▌ Code Execution Fallback · ichichuang bundleHandle code execution failures with fallback strategies and anchored workspace paths
- ▌ Comprehensive Soap Note · ichichuang bundleGenerate complete medical SOAP notes with all four sections in a single comprehensive file write operation
- ▌ Debug Sandbox Execution · ichichuang bundleDebug Python code execution failures by capturing partial traces, isolating failing functions, and incrementally verifying outputs
- ▌ Excel Creation Fallback · ichichuang bundleUse shell_agent as fallback when execute_code_sandbox fails for Excel file operations
- ▌ Fallback Code Execution · ichichuang bundleFallback workflow for running code via file write and shell when sandbox execution fails
- ▌ Incremental Excel Build · ichichuang bundleBuild complex Excel files through staged, verifiable steps with intermediate CSV outputs for debugging
- ▌ Irregular Excel Parsing · ichichuang bundleHandle Excel files with irregular headers, merged cells, and unknown header row positions using pattern-matching and index-based extraction.
- ▌ Pandoc Unicode Sanitize · ichichuang bundlePre-process Markdown to replace non-ASCII characters before pandoc PDF conversion
- ▌ PDF Checklist Generator · ichichuang bundleGenerate structured PDF checklists and reports with tables, sections, and scoring criteria using Python libraries
- ▌ PDF Extraction Fallback · ichichuang bundleMulti-stage fallback strategy for PDF/document extraction using sequential tool alternatives
- ▌ PDF Gen Fallback 501bcc · ichichuang bundleFallback pattern for PDF/document generation when execute_code_sandbox fails with opaque errors
- ▌ PDF Gen Fallback Dee20c · ichichuang bundleFallback workflow for document generation when code sandbox returns opaque errors
- ▌ Prioritize Context Data · ichichuang bundleEnsures agents check and use provided context files for data before attempting external searches.
- ▌ Python Heredoc Fallback · ichichuang bundleUse shell Python heredoc as fallback when code sandbox fails
- ▌ Python Shell Workaround · ichichuang bundleWorkaround for executing Python code with external packages when sandbox fails
- ▌ Reliable PDF Extraction · ichichuang bundleUse shell commands or Python libraries to extract PDF text when read_file PDF handler fails
- ▌ Sandbox Fallback Python · ichichuang bundleFallback to run_shell with embedded Python when execute_code_sandbox fails due to e2b unavailability
- ▌ Verify All Deliverables · ichichuang bundleEnsure all required output files are created and verified before marking a task complete
- ▌ Write Special Chars Heredoc · ichichuang bundleWorkaround for write_file failures caused by special characters (apostrophes, backticks, template literals) by using a Python heredoc script executed via shell.
- ▌ Excel Heredoc Workaround · ichichuang bundleCreate Excel files with openpyxl by falling back to run_shell with inline Python heredoc when execute_code_sandbox fails
- ▌ Finalize Zip Deliverable · ichichuang bundleEnsures codebase deliverables are properly archived into a ZIP file before marking task complete
- ▌ Locate Missing Artifacts · ichichuang bundleRecover generated files in sandboxed environments by searching from confirmed roots and copying to expected locations
- ▌ PDF Checklist Generation · ichichuang bundleGenerate structured PDF checklists and reports using Python libraries in sandbox
- ▌ PDF Extraction Fallbacks · ichichuang bundleMulti-fallback PDF/text extraction with early failure detection and sequential tool fallbacks
- ▌ PPTX Validation Fallback · ichichuang bundleValidate PowerPoint files using python-pptx when read_file fails
- ▌ Python Spreadsheet Debug · ichichuang bundleSystematic Python debugging workflow for spreadsheet tasks to isolate environment issues from script logic
- ▌ Resilient Data Gathering · ichichuang bundleFallback pattern when primary tools fail - embed known data in scripts and persist to JSON for auditability
- ▌ Run Shell Python File Io · ichichuang bundleUse run_shell with inline Python for reliable file I/O when execute_code_sandbox cannot access working directory files
- ▌ Sandbox Failure Recovery · ichichuang bundleRecover from execute_code_sandbox failures by writing code to file and executing via run_shell
- ▌ Search Fallback Workflow · ichichuang bundleGraceful degradation workflow for continuing tasks when web search tools fail, using internal knowledge with verification caveats
- ▌ Shell Doc Gen And Locate · ichichuang bundleGenerate documents via shell commands and locate nested outputs using find.
- ▌ Ssl Proxy Debug Workflow · ichichuang bundleSystematic debugging workflow for SSL/proxy connectivity issues with government and institutional websites
- ▌ Data Service Optional Params · ichichuang bundleCreate data fetching services with circuit breaker pattern for API resilience, including a first-class pattern for building optional query parameters via URLSearchParams. Services handle fetch, cache, retry, optional filters, and expose typed data to panel components.
- ▌ Pytorch Fsdp · ichichuang bundleProvides expert guidance on PyTorch Fully Sharded Data Parallel (FSDP) training, covering parameter sharding, mixed precision, CPU offloading, and FSDP2.
- ▌ 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.
- ▌ Baoyu Comic · ichichuang bundleKnowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and sequential image generation. Use when user asks to create "知识漫画", "教育漫画", "biography comic", "tutorial comic", or "Logicomix-style comic".
- ▌ 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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- ▌ 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.