Use when creating "changelog", "release notes", "version updates", generating "CHANGELOG.md", or asking about "git history to changelog", "commit summary", "what changed since last release"

When the user wants to create, optimize, or structure a changelog or release notes page. Also use when the user mentions "changelog," "release notes," "what's new," "updates," "product updates," "version history," or "changelog.yourdomain.com." For sitewide page planning, use website-structure.

Create and manage Mermaid architecture diagrams as separate, traceable files linked to their parent SDD documents. Use when adding or migrating diagrams for BRD, PRD, ADR, SPEC, or IPLAN documents.

Orchestrator-driven planning and execution workflow. Use when coordinating Claude memory-backed planning, make-plan/do flows, or preserving execution context across multi-step work.

Clean up merged and stale branches from local and remote

SpacetimeDB CLI reference for initializing projects, building modules, publishing databases, querying data, and managing servers

SIMBL CLI command reference and usage guide. Use when working with SIMBL tasks or needing CLI syntax reference.

Ensure every .orchestra/work/ item has a corresponding ClickUp ticket. Creates missing tickets and writes the ID back into the PRD frontmatter. Use when backfilling a repo's work items into ClickUp.

Interact with the system clipboard (text only) using `xclip` from any OpenClaw session.

This skill should be used when the user asks about "code quality", "quality checks", "set up code quality", "quality infrastructure", or wants an overview of deterministic quality gates for their project.

Coder workspace environment for hahomelabs.com deployments. Includes networking, ports, convex config, nhost config

Recover Codex and Claude sessions from tmux cockpit panes, CX SAVE snapshots, codex-cockpit history, and recent Codex logs without overwriting the useful restore source first.

APC Mini MK2 color palette reference with velocity values and custom RGB via SysEx. Use when user asks about "color", "velocity value", "RGB", "palette", "brightness", "LED color", or needs to set specific colors on the APC Mini MK2.

Run shell commands bare — no decorative echo headers ("=== X ==="), no echo-then-cmd chains, no trailing "echo done". Use the Bash tool's description field for any narration. Triggers any time you're about to issue a Bash command.

Create a git commit with clear, conventional commit messages. You MUST read this when the user wants to commit staged changes, write a commit message, or finalize code changes with proper conventional commit format since it describes how to follow the user's specific requirements.

Git commit workflow. Use this skill whenever the user says "commit", "save changes", "check in", or otherwise wants to commit code. Always use this skill instead of running git commands directly.

Create git commit messages based on current staged changes. Has support for git emoji messages.

[DEPRECATED] Persistence logic has been merged into comp-scout-scrape. This skill remains for reference only.

Create a competitive analysis brief for one or more competitors or a feature area

Analyzes tasks and assigns complexity scores (1-10) with a hard ceiling of 3 for atomic tasks, flagging anything above for further decomposition

Create computed columns in Glide - Math, If-Then-Else, Relations, Rollups, Lookups, Templates. Use when adding calculations, formulas, lookups, or linking tables with relations.

Understand SpacetimeDB architecture and core concepts. Use when learning SpacetimeDB or making architectural decisions.

Analyze current session context and token usage from OpenCode SQLite database

Generates semantic commit messages following the Conventional Commits specification with proper types, scopes, breaking changes, and footers. Use when users request "write commit message", "conventional commit", "semantic commit", or "format commit".

Offer to cover someone else's on-call shift. Lists upcoming shifts on a team or schedule and creates an override placing you on the chosen one after explicit confirmation. Write action - never executes without confirming.

Create a new slash command following best practices. Use when establishing new CLI commands, documenting reusable command patterns, or building automated command templates.

create a pull request with standardized description template

Create pull requests using GitHub CLI with proper templates and formatting

Create publication-quality visualizations with Python

Creates a new git worktree for parallel development. Use when the user wants to work on something in a separate worktree, start parallel work, or isolate changes.

Use when building a val that runs on a schedule — periodic jobs, recurring tasks, polling, cron jobs, monitoring, alerting. Covers the interval handler signature, cron expressions, the UTC timezone constraint, and the `lastRunAt` pattern for detecting new items since the previous run.

Schedule management with staggering, quiet hours, and wake-up override. Validates schedules, prevents collisions, and gates delivery during quiet hours.

Create D3.js charts and interactive data visualizations. Use when building bar charts, line charts, scatter plots, pie charts, force-directed graphs, geographic maps, or any custom data visualization.

Use this skill when the user asks to "generate dark mode", "create dark theme", "add dark mode support", "convert to dark mode colors", "generate dark color palette", or wants to automatically generate dark mode variants for their components with intelligent color inversion and accessibility preservation.

Collect coverage using the coverage packge and create an LCOV report

Replace the usage of `expect` and similar functions from `package:matcher` to `package:checks` equivalents.

Guidelines and best practices for refactoring consecutive prints, single-line string concatenations, and complex output blocks into triple-quoted multi-line string literals (''' or """) in Dart.

Profile and explore datasets to understand their shape, quality, and patterns before analysis. Use when encountering a new dataset, assessing data quality, discovering column distributions, identifying nulls and outliers, or deciding which dimensions to analyze.

Plan data migration. Source + target analysis, mapping rules, strategy selection (big-bang / phased / parallel / strangler), cutover plan, rollback, validation, downtime management, CDC.

Create and manage database migrations safely with rollback support. Use when modifying database schema, adding indexes, or managing database changes.

Query performance tuning, EXPLAIN analysis, index strategies, slow query detection, and connection pool management.

Query database safely with parameterized statements

Guidance for feature engineering, feature discovery, feature importance analysis, and understanding DataRobot's automated feature engineering capabilities. Use when working with feature engineering, feature discovery, or analyzing feature importance in DataRobot.

Log management - search, archives, metrics, and cost control.

Monitor management - list, search, file-based create, and alerting best practices.

Systematic debugging methodologies for hard bugs. Covers rubber ducking, code tracing, hypothesis testing, logging strategies. Use when stuck on bugs that resist quick fixes.

Systematic debugging: stack trace analysis, log-based diagnosis, bisecting regressions, memory leak detection, and profiling.

Generate compelling cases FOR a decision - advocacy grounded in rigorous analysis

Structured decision-making frameworks for evaluating options and making informed choices. Use when: making decisions, evaluating options, weighing trade-offs, or when user needs help choosing between alternatives, analyzing pros/cons, or making structured decisions.

Updates a presentation with new numbers — quarterly refreshes, earnings updates, comp rolls, rebased market data. Use whenever the user asks to "update the deck with Q4 numbers", "refresh the comps", "roll this forward", "swap in the new earnings", "change all the $485M to $512M", or any request to swap figures across an existing deck without rebuilding it.

Codebase assessment skill - evaluates code quality, identifies hotspots, and prioritizes refactoring opportunities

Verification skill - confirms behavior preservation and quality improvement after refactoring

Enhance a plan with parallel research agents validating each section against best practices

Add, remove, replace, or list hard guardrails for the active deepwork session

View deepwork session status — phase, team, bar verdicts, proposals, guardrails

Use when invalid data causes failures deep in execution, bypassing initial checks - adds validation at entry, business logic, and environment layers to make bugs structurally impossible

Delete tidbits (defaults, custom, or all)

Display a summary table of available deltas or show recommended next deltas

Extract deltas from the project vision

Surface dependency debt — outdated packages, abandoned/deprecated libs, unused deps, version drift across manifests. Static analysis only (no package manager calls). Use before upgrades, audits, or when planning tech renewal.

Designs software architecture and selects appropriate patterns for projects. Use when designing systems, choosing architecture patterns, structuring projects, making technical decisions, or when asked about microservices, monoliths, or architectural approaches.

Analyze git changes to determine release scope (marketplace/plugin/variants)

Generate Playwright E2E tests by exploring websites and automating browser interactions. Use when the user wants to generate Playwright tests by exploring a website, or needs browser automation.

List, manage, and interact with connected Apple devices (iPad, iPhone, Mac). Use when user asks "what devices are connected", "list devices", "launch app on iPad", "kill app on device", "reset permissions", or needs to manage TCC permissions for Screen Recording/Accessibility.

Display directory structure as a formatted tree. Use when the user needs to visualize a directory structure, analyze folder organization, or share a file tree view. Supports custom paths via the /tree command.

Automatically discover data pipeline and ETL skills when working with ETL, data pipelines, streaming, batch processing, data validation, or pipeline orchestration. Activates for data development tasks.

Automatically discover eBPF, compiler, programming language theory, information retrieval, and formal verification skills when working with kernel tracing, parsers, type systems, Z3, Lean, or theorem proving

Intent router. Auto-detects execution mode from context and routes to the appropriate skill.

Use when implementing distributed tracing, using Jaeger or Tempo, debugging microservices latency, or asking about "tracing", "Jaeger", "OpenTelemetry", "spans", "traces", "observability"

Guides the user through distributing Tauri applications for Android, including Google Play Store submission, APK and AAB generation, build configuration, signing setup, and version management.

Update documentation to match implementation

Docs/changelog checkpoint. Detects whether changes are user-facing and ensures documentation hygiene (CHANGELOG + lessons-learned) is handled or explicitly bypassed. Use when: 'docs check', 'changelog', 'release notes', 'did we update docs?'.

Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework.

Build a graph-structured dossier on a seed entity via parallel fan-out + recursive expansion across web, memory, knowledge-graph, codebase, ADR index, and git intel

Registering or resolving services with MS DI. Keyed services, scopes, decoration, hosted services.

Creating a new .NET project. Generates solution with CPM, analyzers, editorconfig, SourceLink.

Choosing inter-service protocols. REST vs gRPC vs SignalR vs SSE decision matrix, tradeoffs.

Installing or managing .NET tools. Global, local, manifests, restore, version pinning.

Consolidates stored memories by merging duplicates, resolving contradictions, and pruning stale entries. Use when memory count is high, search results feel noisy or repetitive, or periodic cleanup is needed to maintain memory quality.

Stage N1. Stochastic scanning of past conversations to gather raw memory fragments. Broad, unfocused, deliberately noisy. The only stage that touches conversation history directly.

Teaches dynamic import() for on-demand code loading. Use when you need to reduce initial bundle size by lazily loading modules that aren't required at startup.

Multi-platform Electron build configuration - esbuild bundling, electron-builder setup, and distribution

Asynchronous messaging in Encore Go via `pubsub.NewTopic` and `pubsub.NewSubscription` from `encore.dev/pubsub` — broadcast events, decouple producers from consumers, and run background handlers.

End session, save progress, create handoff. Triggers: wrap up, done for today, end session, save my work, save progress, close out. Runs health checks and captures resume point.

Incremental data loading patterns including backfill strategies, CDC, timestamp-based loads, and pipeline orchestration.

Full onboarding flow — detects auth state, handles access requests for new users, and sets up project for all users.

Core Eve CLI primitives and capabilities for app developers. Use as the quick reference for commands and flows.

Configure a new Eve Horizon project after running eve init (profile, auth, manifest, and repo linkage).

Explore an Axiom dataset to understand its schema, fields, volume, and patterns. Use when discovering a new dataset, investigating data structure, or understanding what data is available.

Guidance for deep knowledge graph traversal across memories, entities, and relationships. Use when needing comprehensive context before planning, investigating connections between concepts, or answering "what do you know about X" questions.

Teaches the factory pattern for flexible object creation. Use when you need to create objects dynamically without using the new keyword or when object creation logic should be centralized.

Guided feature development with codebase understanding and architecture focus

Execute a feature implementation plan from a clean context. Use when starting implementation after planning, or when resuming work on an in-progress feature. Reads plan.md and executes implementation steps.

Organize files and folders by analyzing directory contents, finding duplicates, suggesting better structures, and automating cleanup. This skill should be used when the user wants to organize files, clean up a folder (Downloads, Desktop, Documents), find duplicate files, sort files by type or date, restructure project directories, declutter a messy directory, or archive old files.

This skill should be used when the user asks to "find connections", "what relates to this", "how does this connect", "map connections", "show related work", or needs to discover relationships across the vault.

Finalizes a hotfix and merges it into main and develop using git-flow. This skill should be used when the user asks to "finish a hotfix", "merge hotfix branch", "complete hotfix", "git flow hotfix finish", or wants to finalize a hotfix.