shyftlabs

144 mods across 1 repository, 84 stars between them.

continuum-memory

97

shyftlabs/continuum

Skill Claude Code

Configure and use Continuum's two-tier memory system — mem0+Qdrant/Milvus for long-term facts, Redis for short-term sessions, with multi-tenant scopes (USER / AGENT / SHARED / RUN / CONVERSATION). Invoke when the user asks about "remember", "user preferences", "long-term memory", "vector search over memories"…

not rated 84 9d ago A SkillSpector: pass 107 tokens original Apache-2.0

shyftlabs/continuum

Skill Claude Code

Trace agent runs with Langfuse, decorate functions with @observe, collect latency/token/error metrics, and report errors. Invoke when the user asks about "see what the LLM was prompted with", "Langfuse traces", "track latency", "metrics dashboard", "error reporting", or "instrument my function".

not rated 84 changed 9d ago A SkillSpector: pass 70 tokens original Apache-2.0

shyftlabs/continuum

Skill Claude Code

Get a Continuum agent up and running — Python 3.13 venv, infra via continuum up, smallest possible BaseAgent + AgentRunner example. Invoke when the user asks "how do I start", "set up Continuum", "run my first agent", or is at the very beginning of a project.

not rated 84 9d ago A SkillSpector: warn 72 tokens original Apache-2.0

continuum-recipes

100

shyftlabs/continuum

Skill Claude Code

Copy-pasteable Continuum patterns — RAG, plan-and-execute, ReAct, multi-tenant agents, FastAPI integration, structured output, prompt-injection scanning, custom containers. Invoke when the user asks "how do I do X with Continuum" and X is a common app pattern rather than a single API question.

not rated 84 9d ago B SkillSpector: warn 73 tokens original Apache-2.0

continuum-streaming

101

shyftlabs/continuum

Skill Claude Code

Stream tokens, tool calls, handoffs, and memory events out of a Continuum agent in real time using runner.runstream() and the EventType enum. Invoke when the user asks "stream tokens to UI", "websocket chat", "live progress", "see tool execution as it happens", or anything that needs token-by-token output.

not rated 84 9d ago A SkillSpector: pass 77 tokens original Apache-2.0

continuum-temporal

102

shyftlabs/continuum

Skill Claude Code

Build durable agent workflows with Temporal — sequential/parallel/loop/conditional steps, human-in-the-loop approval gates, custom workflows and activities. Invoke when the user asks "long-running workflow", "approval gate", "human in the loop", "retry on failure", "workflow survives restart", or anything…

not rated 84 9d ago A SkillSpector: pass 68 tokens original Apache-2.0

continuum-testing

103

shyftlabs/continuum

Skill Claude Code

Write tests for Continuum agents — mock LLM and memory clients via the DI Container, use fakeredis for sessions, snapshot agent responses, and run pytest-asyncio. Invoke when the user asks "test my agent", "mock the LLM", "fakeredis", "container injection", "pytest", or wants their CI to validate agent behavior…

not rated 84 9d ago A SkillSpector: pass 80 tokens original Apache-2.0

continuum-tools-mcp

104

shyftlabs/continuum

Skill Claude Code

Connect MCP servers (Stdio/SSE/StreamableHTTP) to a Continuum agent, configure tool filtering, set up tool-context capture/injection (e.g. sessionid), and read run artifacts (UI widgets, structured tool data). Invoke when the user asks "connect MCP", "filesystem tool", "remote API tool", "auto-capture sessionid"…

not rated 84 changed 9d ago A SkillSpector: pass 94 tokens original Apache-2.0

continuum-workflows

105

shyftlabs/continuum

Skill Claude Code

Use Continuum's nine workflow agents — Sequential, Parallel, Loop, Reflection, Router, Planner, Debate, Scatter, SupervisedSequential — to build multi-agent pipelines. Invoke when the user asks "chain agents", "run agents in parallel", "iterate until done", "self-improving agent", "route to specialist", "decompose a…

not rated 84 changed 9d ago A SkillSpector: warn 82 tokens original Apache-2.0

github-code-review

106

shyftlabs/continuum

Skill Claude Code

Comprehensive GitHub code review with AI-powered swarm coordination.

not rated 84 9d ago A 15 tokens copy · 100% Apache-2.0

github-multi-repo

107

shyftlabs/continuum

Skill Claude Code

Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration.

not rated 84 9d ago A 21 tokens copy · 100% Apache-2.0

shyftlabs/continuum

Skill Claude Code

Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning.

not rated 84 9d ago A 25 tokens copy · 100% Apache-2.0

shyftlabs/continuum

Skill Claude Code needs its repo

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management.

not rated 84 9d ago A 27 tokens copy · 100% Apache-2.0

shyftlabs/continuum

Skill Claude Code

Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management.

not rated 84 9d ago A 26 tokens copy · 100% Apache-2.0

Hooks Automation

111

shyftlabs/continuum

Skill Claude Code

Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.

not rated 84 9d ago C 46 tokens copy · 100% Apache-2.0

Pair Programming

112

shyftlabs/continuum

Skill Claude Code

AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with…

not rated 84 9d ago A 61 tokens copy · 100% Apache-2.0

shyftlabs/continuum

Skill Claude Code needs its repo

Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.

not rated 84 9d ago A 56 tokens copy · 100% Apache-2.0

shyftlabs/continuum

Skill Claude Code

Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement. Use when building self-learning agents, optimizing workflows, or implementing meta-cognitive systems.

not rated 84 9d ago A 40 tokens copy · 100% Apache-2.0

Skill Builder

115

shyftlabs/continuum

Skill Claude Code needs its repo

Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.

not rated 84 9d ago A 46 tokens copy · 100% Apache-2.0

sparc-methodology

116

shyftlabs/continuum

Skill Claude Code

SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration.

not rated 84 9d ago A 29 tokens copy · 100% Apache-2.0

stream-chain

117

shyftlabs/continuum

Skill Claude Code

Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows.

not rated 84 9d ago A 18 tokens copy · 100% Apache-2.0

swarm-advanced

118

shyftlabs/continuum

Skill Claude Code

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows.

not rated 84 9d ago A 21 tokens copy · 100% Apache-2.0

Swarm Orchestration

119

shyftlabs/continuum

Skill Claude Code

Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.

not rated 84 9d ago A 46 tokens copy · 100% Apache-2.0

V3 CLI Modernization

120

shyftlabs/continuum

Skill Claude Code

CLI modernization and hooks system enhancement for claude-flow v3. Implements interactive prompts, command decomposition, enhanced hooks integration, and intelligent workflow automation.

not rated 84 9d ago A 35 tokens copy · 100% Apache-2.0

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