城市移动导航：在路网中移动 agent 到 AOI/POI、搜索周边 POI、用引力模型推荐目的地。必须通过 ask_env 调用 MobilitySpace 工具。

事件管理：为 agent 启动、查询和停止行为事件。必须通过 ask_env 调用 EventSpace 工具。

强制使用：凡是时间尺度在小时及以下的日常行为模拟，必须使用本 Skill 生成、评估、执行和修正每日 Story。

Use when external datasets need to be searched, inspected, or downloaded for experiments or analysis.

Use when experiment configuration already exists and a simulation run needs to be started, monitored, or stopped.

Use when starting or resuming an AgentSociety research workspace, deciding which research skill to invoke next, checking current pipeline state, or sizing a simulation before configuration and module creation.

Use when a completed research manuscript needs a robust internal, venue-calibrated mock peer review. Orchestrates three isolated reviewer subagents in parallel, then a separate MetaReview subagent that verifies evidence, reports agreement and score dispersion, and emits advisory reroutes. Never revises research artifacts, executes experiments, or updates pipeline state.

Use when academic literature needs to be gathered or refreshed for a research topic, especially at the beginning of a project.

Use when defining or revising research hypotheses, experiment groups, or comparison structure after literature review.

Use when creating or revising a custom environment module, when an experiment needs an environment class that does not yet exist in the workspace, or when the module design must fit a simulation budget.

Use when creating or revising a custom agent type, when an experiment needs an agent class that does not yet exist in the workspace, or when the agent design must be sized against a simulation budget.

Multi-modal interactive data presentation for agentsociety-analysis — EDA bundle (PyGWalker, Plotly, sortable tables, eda_hub), plotly/altair claim charts, HTML tab surfaces. Use in explore, refine, and produce stages.

Use when an experiment run has completed and the user wants rigorous interpretation, claim-driven charts, bilingual reports, or cross-hypothesis synthesis from simulation data. Also use when multiple charts or PNG/JPG assets must be assembled into one labeled composite figure. Requires high-quality narrative and evidence traceability, not only harness gate PASS.

Implement a feature. Tirgger when "implement" in the prompt

Discover and use stable per-app ports assigned to a local monorepo worktree. Use when starting, opening, testing, or debugging local apps, or when worktree slots, localhost ports, PORT, app URLs, or .worktree-env.json are involved.

Decide whether a change warrants new tests and choose proportionate verification. Use before adding tests, when planning validation, or when reviewing whether a proposed test protects meaningful behavior.

Review and fix ChatJS Blume documentation and MDX files. Use when checking docs for correctness, broken links, stale examples, unclear prose, or consistency with the implementation.

Generate a concise, shareable code snippet URL for code.franciscomoretti.com. Use when preparing a code image or short snippet for Twitter, X, social sharing, or a presentation.

Create a well-formed GitHub issue in vercel/ai using the gh CLI. Use when reporting an AI SDK bug or preparing an issue body that contains logs, code blocks, versions, reproduction steps, and shell-sensitive text.

Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.