Public main skill for the incubating analyzer framework. Use when the user wants to analyze captures, reconstruct pass/resource relationships, infer engine or material structure, or build reusable render knowledge instead of directly debugging a defect. This skill is the future entry for analyzer requests and currently provides the minimum intake contract only.
Sync Azure DevOps work items with git commit history. Analyzes commits, matches to work items, and proposes state updates. Use for daily task sync or sprint status updates.
Phase 1/4: Baseline",
Core methodology for AI-powered scientific hypothesis generation. Auto-loaded when discovering connections, generating hypotheses, exploring cross-disciplinary links. Includes facet recombination, adversarial prompting, evolutionary refinement, groundedness checking, and hypothesis card format.
Structured development workflow with Plan/Implement/Review phases, QA validation, context management, and audit requirements. Enforces no remote writes, mandatory checkpoints, and verifiable audit reports. Use when working on complex tasks, multi-file changes, or when the user mentions planning, workflow, implementing features, or needs structured development guidance.
- 📁 agents/
- 📁 references/
- 📄 README.md
- 📄 SKILL.md
Launch and coordinate Codex subagents as deferred tasks. Use when the user wants to start bounded subagent work now, keep the main thread moving without waiting by default, then later join, collect, or redirect that work through a stable task reference.
Back up all agent data to GitHub — SQLite databases, Claude Code memory, identity, skills, brain notes. Use when the user says backup, back up, save everything, push to github, or snapshot. Also used by heartbeat for automated backups.
Discover and write typed relationships between Obsidian vault notes. Uses plain Markdown and YAML — no plugins required. Works with any AI agent that has file access.
- 📄 async-pythoncode-patterns.md
- 📄 async-resource-safety.md
- 📄 async-workflow-patterns.md
Kailash Core SDK fundamentals including workflow creation, node patterns, connections, runtime execution, parameter passing, error handling, cyclic workflows, async patterns, MCP integration, and installation. Use when asking about 'workflow basics', 'core sdk', 'create workflow', 'workflow builder', 'node patterns', 'connections', 'runtime', 'parameters', 'imports', 'installation', 'getting started', 'workflow execution', 'async workflows', 'error handling', 'cyclic workflows', 'PythonCode node', 'SwitchNode', or 'MCP integration'. Also covers observability: 'OpenTelemetry', 'OTel', 'tracing', 'TracingLevel', 'WorkflowTracer', 'node instrumentation', 'NodeInstrumentor', 'database instrumentation', 'Prometheus metrics', 'MetricsBridge', 'KAILASH_TRACING_LEVEL', or 'span attributes'.
Use when adding a new feature, skill, tool, or MCP server to the Valor system. Triggered by 'add a feature', 'create a new tool', 'extend the system', or 'how do I add...'.
Research workflows for the Rijksmuseum MCP+ server. Use this skill whenever the user wants to search the Rijksmuseum collection, look up artwork details, explore iconographic themes, inspect high-resolution images, trace provenance, browse curated sets, or answer any art-historical question that could be addressed through the Rijksmuseum's holdings of ~832,000 artworks.
- 📁 references/
- 📁 scripts/
- 📄 SKILL.md
Curious Agent 接入工具包。When an agent needs to check its knowledge confidence on a topic, trigger active exploration, sync discoveries, or share new findings with the user. Covers: (1) confidence checking before answering, (2) injecting topics for exploration, (3) syncing exploration results to memory, (4) proactive sharing of new discoveries. Trigger scenarios: user asks a question, agent wants to check its knowledge boundary, agent wants to explore a topic proactively.