Agents
AI agents and automation
rules-normalize
by digipulse-engineering
Convert implicit or scattered project conventions into governed GAAI rule files, and create or modify rule files with integrity. Activate during Bootstrap, when creating a new rule, or when modifying an existing rule.
refine-scope
by digipulse-engineering
Iteratively refine Discovery artefacts (plans, epics, stories) when feedback, ambiguity, or uncertainty is detected. Activate when artefacts are incomplete, acceptance criteria are missing, or human feedback highlights gaps.
compose-team
by digipulse-engineering
Assemble the context bundles for each sub-agent based on evaluate-story output. Produces spawn-ready packages for Planning, Implementation, QA, or MicroDelivery sub-agents. Activate after evaluate-story, before spawning any sub-agent.
gaai-oss:bootstrap
by digipulse-engineering
Initialize or refresh a project's GAAI OSS memory by activating the Bootstrap Agent and context-bootstrap workflow.
decision-extraction
by digipulse-engineering
Identify and formalize durable product and technical decisions from agent outputs into long-term memory. Activate after Discovery produces artefacts, Delivery resolves trade-offs, or product direction materially changes.
jenkinsfile-generator
by akin-ozer
Comprehensive toolkit for generating best practice Jenkinsfiles for both Declarative and Scripted pipeline syntaxes. Use this skill when creating new Jenkins pipelines, implementing CI/CD workflows.
skills-guide
by alchaincyf
Comprehensive guide for discovering, understanding, and installing Claude Code skills from skills.sh marketplace. Use this skill when users want to (1) browse or search skills.sh for recommendations, (2) get skill recommendations by role (developer, marketer, designer, product manager), (3) understand how a specific installed skill works by reading and explaining its SKILL.md, (4) learn the anatomy and structure of skills, or (5) find and install skills that match their specific workflow needs. This is NOT for creating new skills (use skill-creator instead).
gaai-oss:discover
by digipulse-engineering
Activate the GAAI OSS Discovery Agent to clarify intent and produce governed artefacts such as PRDs, Epics, Stories, and decisions.
pattern-transfer
by digipulse-engineering
Discover structurally similar patterns across domains, assess transfer viability via structural invariant checking, and propose domain adaptations with risk gates. Activate when Discovery identifies a problem that may have been solved in another domain.
clarify
by corca-ai
"Unified requirement clarification to prevent downstream implementation churn by resolving ambiguity early. Default: research-first with autonomous decision-making and persistent questioning. --light: direct iterative Q&A. Triggers: \"cwf:clarify\", \"clarify this\", \"refine requirements\""
impl
by corca-ai
"Implementation orchestration from a plan to execute approved scope predictably without losing constraints. Decomposes steps into parallelizable work items, spawns domain-appropriate agents, and verifies completion against BDD success criteria. Triggers: \"cwf:impl\", \"implement this plan\""
vdjdb-format
by antigenomics
Standardise a raw or partially-formatted VDJdb TSV chunk — normalising species names, IMGT V/D/J gene IDs, IMGT-HLA MHC alleles, and method vocabulary — and produce a properly-named chunk file ready for proofreading.
dna-memory
by AIPMAndy
DNA 记忆系统 - 让 AI Agent 像人脑一样学习和成长。 三层记忆架构（工作/短期/长期）+ 主动遗忘 + 自动归纳 + 反思循环 + 记忆关联。 激活场景：用户提到"记忆"、"学习"、"进化"、"成长"、"记住"、"回顾"、"反思"。
convex-agents
by waynesutton
Building AI agents with the Convex Agent component including thread management, tool integration, streaming responses, RAG patterns, and workflow orchestration
discover-math
by rand
Automatically discover mathematics and algorithm skills when working with linear algebra, calculus, optimization, statistics, probability, numerical methods, category theory, or topology. Activates for math development tasks.
discover-build-systems
by rand
Automatically discover build system skills when working with Make, CMake, Bazel, Gradle, Maven, Cargo, Meson, build automation, or compilation. Activates for build-systems development tasks.
discover-mobile
by rand
Automatically discover mobile development skills when working with iOS, Android, Swift, SwiftUI, React Native, mobile development, SwiftData, or app development. Activates for mobile development tasks.
discover-realtime
by rand
Automatically discover realtime communication skills when working with WebSocket, Server-Sent Events, SSE, pub/sub, real-time communication, or live updates. Activates for realtime development tasks.
discover-observability
by rand
Automatically discover observability and monitoring skills when working with Prometheus, Grafana, distributed tracing, structured logging, metrics, alerting, dashboards, or monitoring. Activates for observability development tasks.
discover-engineering
by rand
Automatically discover software engineering practice skills when working with code review, documentation, pair programming, production debugging, performance profiling, deployment strategies, or software engineering practices. Activates for engineering development tasks.
discover-product
by rand
Automatically discover product management skills when working with product management, roadmap, user stories, prioritization, metrics, or product strategy. Activates for product development tasks.
discover-workflow
by rand
Automatically discover workflow and task management skills when working with task management, Beads, workflow automation, multi-session patterns, or project tracking. Activates for workflow development tasks.
discover-ebpf
by rand
Automatically discover eBPF and kernel skills when working with eBPF, kernel tracing, XDP, kprobes, BPF, Linux kernel, or network filtering. Activates for eBPF development tasks.
discover-tui
by rand
Automatically discover terminal UI skills when working with terminal UI, Ratatui, Bubbletea, ncurses, TUI, terminal rendering, or command-line interface. Activates for TUI development tasks.