自动化
工作流自动化与调度
backlog-tools-administrator
Jamie-BitFlight
Administer the backlog tooling ecosystem when a capability gap is discovered. Invoke when backlog.py, backlog skills, or backlog agents lack a needed operation and a workaround was used or is about to be used. Classifies gaps as script (delegates to @python-cli-architect), process (loads improve-processes), or documentation (delegates to @contextual-ai-documentation-optimizer). Scope — backlog.py, create/work/groom-backlog-item skills, backlog-item-groomer agent, hooks, templates, references, rules, and tests.
enterprise-hibernate-hbm
Jamie-BitFlight
Dasel v3 query patterns for Hibernate .hbm.xml mapping files — entity-table binding, Java property-to-column extraction, one-to-many set/list/bag relationship tracing, many-to-one foreign key discovery, batch scanning across 60+ HBM files. Use when querying Hibernate ORM class mappings, extracting schema metadata from Java persistence layer, or auditing entity-column relationships in enterprise legacy codebases.
research-curator
Jamie-BitFlight
'Orchestrate research entry lifecycle in ./research/ — create, batch-import, refresh stale entries, and validate structure. Use when asked to add a tool, research a URL, document a library, refresh research, validate entries, or given any tool or library URL. Supports --batch (parallel multi-URL), --rerun (refresh one or all entries), and --validate (structural check with auto-fix of error-severity issues).'
perl-validate
Jamie-BitFlight
This skill should be used when the user asks to "validate Perl script", "check Perl syntax", "verify Perl code", "/perl-validate", or mentions script validation, compile check, security review, or best practice compliance for Perl code.
planner-rt-ica
Jamie-BitFlight
Identify required inputs, dependencies, and uncertainty during planning. Use when generating plans or task graphs under incomplete information. Does not block plan generation; instead localizes gaps and creates unblock dependencies.
generate-task
Jamie-BitFlight
Generate a single worker task prompt using the existing CLEAR + selective CoVe task design standard and the task structure requirements used by swarm-task-planner. Use when you need to create or rewrite one TASK/ file or one task block for a plan.
codemod-runner
Jamie-BitFlight
"Execute large-scale automated code transformations safely and idempotently. Use when renaming symbols across a codebase, migrating API call-sites, enforcing new patterns at scale, or applying structural edits to many files at once. Triggers on: 'codemod', 'mass rename', 'migrate all usages', 'transform codebase', 'apply pattern at scale', AST-based refactoring, or any task requiring consistent edits across 10 or more files."
assessor
Jamie-BitFlight
Assess a plugin and create refactoring task files for parallel agent execution. Use when you need to analyze a plugin structure, score its quality, and generate a phased refactoring plan with design map and implementation tasks.
implementation-manager
Jamie-BitFlight
Query and manage feature implementation task status. Provides CLI tools to list features, check task status, find ready tasks, and validate task files. Used by /execution orchestrator to track progress. Automatically updates task timestamps via hooks on /start-task.
create-milestone
Jamie-BitFlight
"Creates a GitHub milestone on the current repository and returns its number for downstream use. Use when starting a new sprint, release, or theme grouping of backlog items. No args triggers guided intake (title, due date, description); 'quick {title}' skips to description only. Checks for duplicates before creating. Returns milestone number for /group-items-to-milestone."
development-harness
Jamie-BitFlight
Routes to the correct dh skill entry point by intent. Use when unsure which development-harness skill to invoke, starting a development workflow, or invoking /dh directly. Covers capture, groom, plan, execute, single task, quality gates, and milestone routing.
k8s-debug
akin-ozer
Comprehensive Kubernetes debugging and troubleshooting toolkit. Use this skill when diagnosing Kubernetes cluster issues, debugging failing pods, investigating network connectivity problems, analyzing resource usage, troubleshooting deployments, or performing cluster health checks.
patterns
mycelium-hq
Use when the user says /patterns or mentions the Instinct Engine, says "I keep noticing" or "this keeps coming up", after a weekly review, when a pattern is hardening, or at session end after repeated corrections, 5+ tool-call friction on a routine task, dead-end backtracking, or an undocumented discovery. Also as a silent pre-flight before fix/debug/build/refactor on a named surface. Not for weekly/monthly journal reviews, daily journaling, or one-off decisions.
sunday-review
mycelium-hq
'Use when the user asks for the weekly meta-review or Sunday wrap-up of their week and vault: says /sunday, /sunday-review, ''let''s do the weekly review,'' ''Sunday review,'' ''review my week,'' ''weekly retro,'' ''week in review,'' ''end-of-week review,'' or wants journals, patterns, vault health, and stale decisions reviewed together at week''s end. Not for a journal-pattern read alone (use /weekly) or mid-week single checks.'
health-setup
mycelium-hq
Use when the user says /health-setup or /setup-health, asks to set up or connect a wearable (Apple Watch, Apple Health, Oura Ring, Fitbit, Garmin, Whoop), asks how to import Oura / Fitbit / Apple Health data, asks which wearable to use, hits a failing health_vendor_healthcheck, a 429 rate limit, or an expired Fitbit token during setup, or has health-mcp installed with an empty body track. Not for querying already-imported data or building new connectors.
skillify-meta-loop
mycelium-hq
'Use when a recurring bug, support question, client incident, or manual task surfaces 2+ times, when a codified rule keeps getting violated despite being written down, when a teammate or client hits an issue anyone could hit, or when delivery/setup friction repeats. Triggers: "skillify this", "this keeps happening", "we hit this last week too", "make a skill for X", "automate this", "every client hits this", "I keep doing X manually", "turn this into a skill".'
pm-ticketing-integration
bobmatnyc
Ticket-driven development protocol
mpm-workflow
bobmatnyc
Manage and customize MPM workflow configurations with local overrides
Dispatching Parallel Agents
bobmatnyc
Use multiple Claude agents to investigate and fix independent problems concurrently
mcp-builder
bobmatnyc
Create high-quality MCP servers that enable LLMs to effectively interact with external services. Use when building MCP integrations for APIs or services in Python (FastMCP) or Node/TypeScript (MCP SDK).
skill-creator
bobmatnyc
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Writing Plans
bobmatnyc
Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context
booking-config
terrylica
Cal.com event types, schedules, and availability configuration. TRIGGERS - event type, booking page, schedule
asciinema-converter
terrylica
Convert .cast recordings to .txt for analysis. TRIGGERS - convert cast, cast to txt, strip ANSI, batch convert.