Mimiko Phonowell
Community@phonowell · Shanghai, China
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Agent Skills by Mimiko Phonowell
Showing 32 vetted skills indexed across 3 GitHub repositories.
phonowellcode-deduplication
Maintain a CODE_INDEX.md capability index to prevent semantic code duplication.
phonowellprompt-engineering-patterns
Design prompt patterns for few-shot learning, chain-of-thought, and structured outputs.
phonowellworkflow-orchestration-patterns
Design durable, deterministic workflow orchestration for distributed systems using Temporal.
phonowellskill-template
Generate a Skill skeleton with YAML frontmatter and Markdown sections.
phonowellreasoning-trace-optimizer
Analyze AI agent reasoning traces to detect failure patterns and optimize prompts.
phonowelldigital-brain
Automate personal knowledge management tasks with module-based data loading.
phonowellbook-sft-pipeline
Convert books into SFT-ready JSONL datasets and train LoRA models.
phonowellcomprehensive-research-agent
Document thinking traces, cross-source validation, and tool failure recovery in research tasks.
phonowellmulti-agent-patterns
Design multi-agent orchestration across supervisor, swarm, and hierarchical patterns.
phonowellbdi-mental-states
Translate RDF context into BDI cognitive states using a formal ontology.
phonowellcontext-degradation
Diagnose long-context degradation patterns in agent sessions.
phonowellcontext-compression
Compress long-running agent session history into structured, searchable summaries.
phonowellmemory-systems
Stores and retrieves cross-session memories with vector search and graph-based entity relationships.
phonowelladvanced-evaluation
Automate LLM evaluation pipelines with structured rubrics and bias mitigation.
phonowellcontext-fundamentals
Summarize Context Engineering Fundamentals and outline context windows, attention budgeting, and progressive disclosure.
phonowellproject-development
Validate task-model fit and guide end-to-end LLM project development.
phonowellevaluation
Evaluate context-engineered agents using configurable weighted rubrics and test sets.
phonowellcontext-optimization
Reduce token usage in AI agent contexts via KV-cache optimization and masking.
phonowellfilesystem-context
Persist large tool outputs and multi-step plans to the filesystem.
phonowelltool-design
Define structured tool schemas specifying inputs, outputs, errors, and triggers.
phonowellhosted-agents
Coordinate hosted sandboxed coding environments with GitHub PR workflows and per-repo builds.
phonowelldebug-coffee-ahk
Debug coffee-ahk compiler bugs across Formatters, Processors, and Renderer stages.
phonowelltranspile-debugger
Trace CoffeeScript transpilation from source to AST to AutoHotkey output.
phonowellfire-keeper-guide
Access the fire-keeper library API for file and path operations.