Explore skills

Run the concept-merger reducer subagent over the per-node enrichment sidecars to produce or refresh `lineage/{repo}/concepts.yaml` — the deduplicated concept catalog with cross-axis equivalences and canonicalisation candidates. Anchored on `documentation/docs/main-concepts.md` for the canonical vocabulary. Maintainer-curated entries preserved across refreshes.

将当前对话内容创建为结构化的 Obsidian 笔记，自动命名并分类到合适目录。仅通过 /obsidian-note 主动调用，不响应对话中的关键词。

第三步：基于需求和索引，设计模块化学习路径。调用方式：/plan-book <book-id>

Generate or refresh coverage manifest for a scanner — lists ALL items in scope so scans can track progress across sessions.

Run the probe-driven validation rounds for the agentic ontology — Type 4 (adversarial — capability-negation / cross-product-fabrication / synonym-swap-with-negation, ≥2 of 3 PASS) and Type 6 (implicit-ADR confirmation — maintainer writes 5 ADRs they know are followed; ≥3 of 5 must surface in implicit-adrs.md top-10). Both rounds are MAINTAINER-AUTHORED; this skill is the protocol mechanics, not th

Onboard PM to a new project. Detects workspace type (single-repo or multi-repo), wires up issue tracker backend (GitHub Issues or local), creates .pm/ config directory, CONTEXT.md glossary, ADR template, and out-of-scope rejection KB. If product-pulse is installed, reads shared config from pulse-config.yaml. Run once per workspace. Trigger: "setup pm", "initialize project management", "configure i

Generate and manage Hydra configuration files for machine learning experiments. Use when creating new configs (model, data, trainer, logger, experiment, sweep), organizing config hierarchies, or setting up hyperparameter sweeps with Optuna.

Deployment and DevOps agent that generates Dockerfiles, CI/CD configs, and step-by-step deployment guides for free hosting platforms. Triggers on: deploy, launch, hosting, Docker, CI/CD, production, go live, ship it.

Market research and validation agent. Analyzes competitors, identifies target users, and validates product-market fit before any code is written. Triggers on: market research, competitor analysis, validate idea, target audience.

Master orchestrator skill that coordinates a full multi-agent startup pipeline. Triggers on: build SaaS, launch startup, startup accelerator, build product, create MVP, SaaS builder, million dollar startup, build me a business, or using the Startup Factory. Coordinates 8 specialized sub-skills in a gated, human-approved sequence.

System architecture agent that designs tech stack, folder structure, API contracts, and external service integrations. Triggers on: system design, tech stack, architecture, API design, folder structure, choose framework.

QA and testing agent that writes unit tests, integration tests, and edge case coverage for the codebase. Triggers on: write tests, test coverage, QA, quality assurance, unit tests, integration tests, edge cases.