Use when exploring unfamiliar code and want to persist what you learn, when starting a task and want to consult known codebase structure, or when collaborators need module-specific context for implementation or review

Reconcile the Crucible calibration ledger — walk merged fix/hotfix branches to falsify the originating gating-verdicts, compute per-skill Brier calibration scores, and append a falsification log. Triggers on "/calibration-reconcile", "reconcile ledger", "reconcile calibration", "falsify verdicts", "brier score", "calibration reconcile", "compute brier".

Use when starting any feature development, building new functionality, implementing a design, or going from idea to working code. Triggers on "build", "implement", "add feature", or any task requiring design-through-execution.

Adversarial review of code subsystems or non-code artifacts (design docs, plans, concepts) through parallel analytical lenses. Triggers on 'audit', 'review subsystem', 'audit this design', 'review this plan', 'audit concept', 'check the save system', 'examine the UI code', or any task requesting adversarial review of existing artifacts.

Recon-informed approach evaluator. Weighs competing options against codebase constraints and returns structured recommendations with confidence scoring, kill criteria, and evidence grounding. Consumes recon briefs or caller context. Used by design, spec, migrate. Triggers on /assay, 'evaluate approaches', 'which option', 'compare alternatives'.

Use after completing implementation to find unknown failure modes. Reads implementation diff and writes up to 5 tests designed to make it break. Triggers on 'break it', 'adversarial test', 'stress test implementation', 'find weaknesses', or any task seeking to expose unknown failure modes.

管理 iOS/macOS 应用的 *.xcstrings 本地化翻译文件。自动清理过期条目、检测缺失翻译、添加简繁体中文翻译。当用户需要处理翻译、补充缺失的 zh-Hans/zh-HK 翻译、或清理 *.xcstrings 文件时使用此 skill。

Use when you want to review and batch-update open vault task statuses for the current project or across all projects.

Use when starting work on a specific vault task, when a task title or path is mentioned, or when coming from triage output.

Use when writing to the vault — creating new notes (vault_write), editing existing notes (vault_edit, vault_append, vault_update_frontmatter). Handles duplicate checking, link discovery, annotations, and index updates for new notes. Provides guidelines for modifications.

Use when wrapping up a work session — creates devlog entry, captures undocumented decisions/research/debugging, audits link health of session work, and updates project index. Primarily used via the pkm-capture agent.

Use when researching what the vault knows about a topic — performs graph + semantic exploration with gap analysis to map existing knowledge and find missing connections. Primarily used via the vault-explorer agent. Not for routine session-start context loading (hooks handle that).

Use when you want to quickly capture a new task in the vault from a title, with optional priority and due date.

# rep Development Patterns

当任务既需要把模糊需求说清楚，又需要去代码库里把实现找出来时使用。适用于"帮我看看这块逻辑在哪""优化任务后再搜代码""增强后检索""auto search""YCE"等场景。 【最高优先级规则】每次执行任何代码相关任务之前，必须先调用 yce 检索上下文代码，获取相关代码定位后，再进行修改、分析、生成等其他操作。不得跳过 yce 检索步骤直接动手。 【强制规则】做代码检索时必须在目标项目目录运行；如果当前 shell 不在目标项目目录，必须显式传 --cwd。 【强制规则】需要增强时优先传 --history；外层调用建议一次阻塞等待，timeout ≥ 120s，禁止短 timeout 轮询。 【输出契约】stdout 固定输出 XML；`--json-pretty` 只是 XML 美化别名，不会输出 JSON。

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Manage local Obsidian vaults and markdown notes. Use when Codex needs to connect to local Obsidian vaults, register vault paths, or create/edit/refactor/search notes, frontmatter, links, tags, and attachments within a vault.

Geospatial Active Inference framework with 44 modules for ecological, civic, and commercial spatial analysis. Use when working with geospatial data, Active Inference, Bayesian modeling, H3 hexagonal indexing, spatial statistics, or any domain-specific geographic analysis (agriculture, health, economics, risk, climate, energy, transport, marine, forestry, water).

Water resource management and hydrological modeling. Use when analyzing watersheds, water quality, hydrological networks, groundwater systems, water supply/demand planning, or flood risk assessment.

Transportation network analysis and traffic modeling. Use when analyzing road networks, simulating traffic (BPR model), forecasting traffic (EWMA), computing emissions, or optimizing transport routes.

Time series analysis and temporal modeling for geospatial data. Use when analyzing temporal patterns, forecasting spatial time series, detecting change points, or working with spatio-temporal datasets.

Unified test runner and testing infrastructure for the GEO-INFER ecosystem. Use when running cross-module tests, configuring test categories, setting up test fixtures for spatial data, or analyzing test results.

Statistical Parametric Mapping for geospatial data. Use when performing GLM-based spatial analysis, random field theory corrections, cluster-level inference, or neuroimaging-style statistical mapping on geographic datasets.

H3 hexagonal spatial indexing and multi-backend spatial operations. Use when working with H3 cells, spatial indexing, coordinate systems, raster/vector operations, or any spatial backend dispatch (H3, SRAI, PostGIS).