Negentropy-Laby

查询成交量异常股票（量比排名，发现放量异动）。Use when the user asks for volume spikes, unusual activity, or volume anomalies.

查询市场宽度（每日涨跌家数、上涨占比、平均涨跌幅）。Use when the user asks about market sentiment, breadth, or advance/decline ratio.

查询 RSRS 动量排名（A 股/美股最强趋势股票排行）。Use when the user asks for momentum ranking, strongest stocks, or top movers.

Validate skill files for structural compliance and behavioral correctness. Three modes: static (linter), spec (behavioral), audit (coverage report).

查询个股行情数据（OHLCV、均线、ATR、波动率等技术指标）。Use when the user asks about a specific stock's price, indicators, or recent performance.

Brownfield onboarding — audits existing project artifacts for template format compliance (not just existence), classifies gaps by impact, and produces a numbered migration plan. Run this when joining an in-progress project or upgrading from an older template version. Distinct from /project-stage-detect (which checks what exists) — this checks whether what exists will actually work with the template's skills.

Creates an Architecture Decision Record (ADR) documenting a significant technical decision, its context, alternatives considered, and consequences. Supports both game and general product domains. Every major technical choice should have an ADR.

Validates completeness and consistency of the project architecture against all CDDs. Builds a traceability matrix mapping every CDD technical requirement to ADRs, identifies coverage gaps, detects cross-ADR conflicts, verifies technology compatibility consistency across all decisions, and produces a PASS/CONCERNS/FAIL verdict. Supports both game and general product domains.

Brownfield onboarding — audits existing project artifacts for template format compliance (not just existence), classifies gaps by impact, and produces a numbered migration plan. Run this when joining an in-progress project or upgrading from an older template version. Distinct from /project-stage-detect (which checks what exists) — this checks whether what exists will actually work with the template's skills.

Generate a project progress dashboard from workflow-catalog.yaml. Reads current stage, required steps, artifact evidence, validation gaps, writes production/project-roadmap.md after approval, and mirrors to memory_bank/t2_execution/current_roadmap.md when memory_bank exists.

Memory-bank governance audit — checks whether T0 laws/current state, T1 supporting context, T2 execution mirrors, adapter freshness, and T3 archive indexes align. Read-only by default; may record adapter_state.yaml only after explicit approval.

Constitution Driven Development project governance — establishes, derives, updates, or amends governing principles at any project stage. Reads existing artifacts to derive a constitution, audits alignment, tracks versions, and supports formal amendment workflow. Domain-agnostic, stage-aware unified onboarding entry.

Analyzes what is done and the users query and offers advice on what to do next. Use if user says what should I do next or what do I do now or I'm stuck or I don't know what to do

Generates a contextual onboarding document for a new contributor or agent joining the project. Summarizes project state, architecture, conventions, and current priorities relevant to the specified role or area.

Configure the project's technology foundation — game engine or general product stack. Pins the stack in INSTRUCTIONS.md, detects knowledge gaps, and populates reference docs via WebSearch when versions are beyond the LLM's training data.

Improve a skill using a test-fix-retest loop. Runs static checks, proposes targeted fixes, rewrites the skill, re-tests, and keeps or reverts based on score change.