home-assistant-best-practices
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honcho-integration
Integrate Honcho memory and social cognition into existing Python or TypeScript codebases. Use when adding Honcho SDK, setting up peers, configuring sessions, implementing the dialectic chat endpoint for AI agents, or wiring Honcho into bot frameworks (nanobot, openclaw, picoclaw, etc).
implementation-notes
Keep a running implementation-notes.html while implementing a spec. Use this whenever the user asks to implement a SPEC, PRD, design doc, issue, or feature and wants ongoing notes about design decisions, spec interpretations, deviations, tradeoffs, or open questions. Also trigger for prompts like “maintain implementation notes”, “document how this diverges from the spec”, or “capture anything I should know as you build”.
initializing-memory
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inspect
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jut
Jujutsu version control through jut, a human and agentic framework around jj. Use for: check status, view changes, commit work, create branches, push, pull, create PRs, squash commits, reword messages, absorb changes, undo operations, view history. Complements jj — use jut for opinionated workflows, drop into raw jj for everything else.
mdream
Ultra-performant HTML to Markdown Convertor Optimized for LLMs and llm.txt artifacts. ALWAYS use when writing code importing "mdream". Consult for debugging, best practices, or modifying mdream.
nix-darwin-reference
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nixos-usb-recovery
Recover or rebuild an installed NixOS system from a NixOS USB/live ISO. Use for boot failures, broken generations, bootloader repairs, or rescue rebuilds.
oracle
Use Oracle to bundle prompts + files for another AI (GPT 5 Pro, etc.) when stuck, debugging, or reviewing. Also covers self-improvement — codifying learnings into agent memory and noting tool improvement ideas.
simplify
Review changed code for reuse, quality, and efficiency, then fix worthwhile issues.
skillopt-sleep
Use when the user wants OMP to run Microsoft SkillOpt-Sleep, learn from past OMP sessions, review or adopt staged skill improvements, or schedule an offline sleep/dream self-improvement cycle.
skillopt-sleep-learned
Preferences and procedures learned from past local agent sessions.
spec-driven-spock
Use Spock 2.x metadata annotations (@Title, @Narrative, @Subject, @See, @Issue, @PendingFeature, @Unroll, @Snapshot) to make Spock specs act as executable design documentation — each spec tied to the ADR, ticket, or design doc it exercises. Use this skill whenever the user is writing or refactoring a Spock test, drafting an ADR that should ship with an executable contract, pinning design decisions to tests, splitting a large spec, marking unimplemented behaviour as pending, or wants the test suite to read as a self-documenting checklist of what the design promises — even if they do not explicitly mention Spock annotations.
stack-maintenance
Maintains stacked GitHub PRs and branches. Triggers on "fix stacked PRs", "merge this PR stack", "restack branches", "turn on auto-merge", `gh stack`, `gh pr`, `jj spr`, wrong PR bases, merge queues, or force-pushing stack repairs.
tdd
Write behavior-first tests in small vertical slices, with separate regression-test and fix commits for bugs.
tufte-test
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tufte-viz
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weave
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writing-agent-friendly-clis
Write, design, or review agent-friendly CLIs and agentic interfaces for humans, scripts, and coding agents, with progressive disclosure, structured output, actionable errors, stdout/stderr separation, and explicit non-interactive modes.
writing-git-commits
Split staged or uncommitted changes into conventional commits. Use when asked to commit, generate commit messages, split commits, squash commits, or reorder history.
zbench
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oref
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codemap
Navigate codebases efficiently using structural indexes. Use when finding symbol definitions (classes, functions, methods), exploring file structure, or locating code by name. Reduces token consumption by 60-80% through targeted line-range reads instead of full file scans.
moonbit-agent-guide
Guide for writing, refactoring, and testing MoonBit projects. Use when working in MoonBit modules or packages, organizing MoonBit files, using moon tooling (build/check/run/test/doc/ide etc.), or following MoonBit-specific layout, documentation, and testing conventions.
moonbit-c-binding
Guide for writing MoonBit bindings to C libraries using native FFI. Use when adding extern "c" declarations, writing C stubs with moonbit.h, configuring native-stub and link.native in moon.pkg, choosing #borrow/#owned ownership annotations, designing callback trampolines, wrapping C pointers with external objects and finalizers, converting strings across FFI, or validating bindings with AddressSanitizer.
moonbit-proof
Use when writing or refactoring proof-carrying code in MoonBit, especially for Why3-backed specifications, abstraction functions, representation invariants, proof assertions, recursive verified data structures, or reducing trusted proof bridges.
moonbit-refactoring
Refactor MoonBit code to be idiomatic: shrink public APIs, convert functions to methods, use pattern matching with views, add loop invariants, and ensure test coverage without regressions. Use when updating MoonBit packages or refactoring MoonBit APIs, modules, or tests.
ocaml2moonbit-migration
Guide for migrating OCaml projects, libraries, modules, and test suites to idiomatic MoonBit. Use when translating OCaml code to MoonBit, planning a large OCaml-to-MoonBit port, preserving byte/string-heavy behavior, replacing OCaml variants/records/exceptions/refs/arrays, mapping OCaml APIs to MoonBit packages, or building verification and test strategy for a migration.
crypto-ta-analyzer
Run multi-indicator technical analysis on crypto or market OHLCV data. Use for deterministic trend, momentum, volume, and divergence analysis.
data-storyteller
Analyze datasets and turn them into narrative reports with charts, audits, comparisons, and statistical summaries. Use for exploratory analysis and executive-ready outputs.
document-converter-suite
Convert PDFs, Office docs, markdown, HTML, and tables between editable formats. Use for best-effort document conversion, PDF utilities, form filling, and table extraction.
financial-calculator
Run loan, investment, NPV, retirement, savings, and risk calculations with schedules and charts. Use for deterministic financial modeling tasks.
geo-toolkit
Parse, convert, geocode, visualize, and measure geographic data. Use for address cleanup, geo file conversion, mapping, and distance workflows.
image-enhancement-suite
Process images for cleanup, conversion, metadata, comparison, icons, palettes, collages, and sprite sheets. Use for single-image or batch image workflows.
mcp-builder
Plan and build MCP servers with agent-friendly tools, schemas, error handling, and evaluation. Use when creating or refactoring MCP integrations.
media-toolkit
Process audio and video with clipping, conversion, analysis, captions, thumbnails, GIFs, and batch utilities. Use for practical media manipulation workflows.
ocr-document-processor
Extract text and structure from scans, images, and scanned PDFs. Use for OCR, searchable PDFs, table extraction, receipt parsing, and business card parsing.
qr-code-generator
Generate QR codes with clean URLs, optional UTM parameters, captions, and print-safe exports. Use for single codes or batch campaign generation.
skill-creator
Create or update agent skills with concise SKILL.md instructions, bundled resources, agent metadata, validation, and packaging. Use when building or refactoring skills.
svg-precision-skill
Generate deterministic SVGs from structured specs with validation and rendering. Use for icons, diagrams, charts, UI mockups, and technical drawings.
commit-msg
Commit the staged changes to git with meaningful messages.
document-guideline
Instructs AI agents on documentation standards for design docs, folder READMEs, source code interfaces, and test cases
fork-dev-branch
Create a development branch for a given GitHub issue with standardized naming
milestone
Drive implementation forward incrementally with automatic progress tracking, LOC monitoring, and milestone checkpoint creation
move-a-file
Move or rename a file while automatically updating all references in source code and documentation
open-issue
Create GitHub issues from conversation context with proper formatting and tag selection
open-pr
Create GitHub pull requests from conversation context with proper formatting and tag selection
plan-guideline
Create comprehensive implementation plans with detailed file-level changes and test strategies
review-standard
Systematic code review skill checking documentation quality and promoting code reuse
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