自动化
工作流自动化与调度
cognitive-load
flpbalada
Design experiences that optimize mental resources using Cognitive Load Theory.
cognitive-fluency-psychology
flpbalada
Apply cognitive fluency principles to improve clarity, trust, and conversion.
/onex:pr_review_bot — one command, one typed result
OmniNode-ai
Run the ONEX PR review bot pipeline — fetches diff, dispatches multi-model adversarial review,
trent-cleanup-panes
trentshaines
Clean up tmux panes. Use when user wants to close/kill all other panes, clean up tmux window, or reset pane layout.
batch-market-cap
OctagonAI
Retrieve market capitalization data for multiple companies at once using Octagon MCP. Use when comparing valuations across peers, screening by market cap, or analyzing a portfolio's composition by company size.
scientific-eda
ericmjl
Defensive exploratory data analysis for scientific data (CSV, FASTA, etc.). Context-first, human-guided; one plot at a time, ask why before executing, append-only journal per session, scripts with PEP723 and uv run, WebP plots. Use when opening data files for EDA or when the user wants guided scientific data exploration.
ml-experimentation
ericmjl
Conduct machine learning experiments from planning through evaluation and report writing. Use when running ML experiments, testing hypotheses, training models, or writing up results. Covers single-hypothesis scoping, fast iteration loops, targeted logging, JOURNAL.md protocol, data-backed diagnostic plots, and scientific report writing.
api-enhancement-scan
osdlc
Given a library or module name, survey every call site of it across the codebase — fanning out subagents over independent codebase sections — and surface recurring caller-side patterns (repeated boilerplate, copy-pasted wrappers, awkward argument plumbing, repeated post-processing) that a new or enhanced API on the called module would absorb. Returns ranked enhancement opportunities, each backed by real call-site citations. Use when asked to find API improvement or enhancement opportunities for a module, library, or package, to spot missing affordances, or to understand how a module is actually used by its callers. Pass --in to survey only named packages or directories instead of the whole project, and --workflow to have it propose a reusable Workflow script for the survey instead of running it ad hoc.
deepswarm
amanning3390
Use when running parallel AI workers for any long-running or multi-turn batch API task. Auto-calculates optimal workers + stagger. Supports tiered delegation (V4 Pro orchestrator → V4 Flash workers). 99.95% API success rate at scale.
ai-dev-loop
shipshitdev
Orchestrate autonomous AI development with task-based workflow and QA gates
bug-finder
osdlc
Sweep an entire codebase for real bugs and fix them. Partitions the tree into module-boundary territories, then runs three chained agent workflows — scan (three altitudes: in-function, in-module, in-library) → adversarial validate → fix → verify-fix → land — so a fresh agent performs every step and the orchestrating session never reads source itself. Opens one PR per module boundary, then surveys the open PRs, computes the conflict matrix deterministically with git merge-tree, and merges the overlapping bugfix branches into each affected PR in a single aggregated push so CI runs once per PR, not once per fix. Pass --bomb for maximum parallelization.
sc-task
htlin222
Execute complex tasks with intelligent workflow management and cross-session persistence. Use when managing large projects, tracking progress across sessions, or orchestrating multi-phase work.
cron-scheduler
AIDotNet
解析、验证和解释cron表达式，计算下次运行时间。
orchestration
geekatron
Multi-agent workflow orchestration with state tracking, checkpointing, and cross-pollinated pipelines. Use when coordinating parallel agent pipelines, managing sync barriers, or tracking complex workflow execution state across sessions.
bootstrap
geekatron
This skill should be used when the user says "bootstrap", "set up Jerry", "configure guardrails", "initialize Jerry", or asks how to get started with Jerry. Sets up Jerry's context distribution by syncing behavioral rules and patterns.
overseer-plan
dmmulroy
Convert markdown planning documents to Overseer tasks via MCP codemode. Use when converting plans, specs, or design docs to trackable task hierarchies.
worktracker
geekatron
Work item tracking and task management using the Jerry Framework hierarchy (Initiative, Epic, Feature, Story, Task, Enabler, Bug, Impediment). Manages WORKTRACKER.md manifests, tracks progress, and enforces template usage for consistent work decomposition.
overseer
dmmulroy
Manage tasks via Overseer codemode MCP. Use when tracking multi-session work, breaking down implementation, or persisting context for handoffs.
knowledge-graph
jdrhyne
Three-Layer Memory System — automatic fact extraction, entity-based knowledge graph, and weekly synthesis. Manages life/areas/ entities with atomic facts and living summaries.
auto-updater
jdrhyne
"Automatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed."
Skill
fullykubed
Create and manage Claude Code skills, including workflows, reference docs, and CLI scripts. USE WHEN the user wants to create a new skill, add workflows to an existing skill, or update skill definitions.
write-howto
Agentient
Create task-oriented documentation for accomplishing specific goals. PROACTIVELY activate for: (1) procedures and recipes, (2) quick reference guides, (3) troubleshooting guides, (4) operational runbooks. Triggers: "write howto", "how to guide", "procedure", "recipe", "quick guide", "step by step", "instructions for"
conductor-setup
airclear
Scaffolds the project and sets up the Conductor environment for Context-Driven Development. Use when starting a new project or initializing the Conductor workflow in an existing (brownfield) project. This skill guides the user through project discovery, product definition, tech stack configuration, and initial track planning.
frontend-design
jdrhyne
Expert frontend design guidelines for creating beautiful, modern UIs. Use when building landing pages, dashboards, or any user interface.