volatility
Volatility strategy. Trades mean reversion based on percentile ranking of historical volatility (HV). Suitable for any OHLCV data.
Volatility strategy. Trades mean reversion based on percentile ranking of historical volatility (HV). Suitable for any OHLCV data.
Critically review an existing or proposed Stencila figure artifact for structural correctness, caption quality, layout, overlay annotation safety, cross-references, measurement validity, and approval readiness. Use when asked to review, critique, assess, audit, validate, or improve a figure block, multi-panel figure, subfigure grid, executable chart figure, caption, SVG overlay, ROI annotation, scale bar, panel labeling, or figure plan.
Mark the just-completed slice or slice batch (if any), update the completed slices list, select the next unfinished execution unit from a delivery plan based on phase ordering and dependency constraints, and report whether more slices remain. Determines slice exhaustion, not full plan completion โ does not verify plan-level Definition of Done items. Combines completion tracking with next-work selection in a single step. Reads plans from .stencila/plans/, parses phase and slice structure, validates package references against the codebase, and can normalize overly narrow plan slices by combining adjacent compatible slices into one execution unit.
Create comprehensive, phased implementation plans with sprints and atomic tasks. Use when user says: "make a plan", "create a plan", "plan this out", "plan the implementation", "help me plan", "design a plan", "draft a plan", "write a plan", "outline the steps", "break this down into tasks", "what's the plan for", or any similar planning request. Also triggers on explicit "/planner" or "/plan" commands.
่้ฒธไฝไธๅนณๅฐไปปๅก่ๆถๅๅธๅๆไธๅฎถใๅฝ็จๆท้่ฆ๏ผ(1) ๅๆไปปๅกๅ้ถๆฎต่ๆถๅๅธ๏ผ(2) ๅฎไฝไปปๅกๆง่กไธญ็ๆง่ฝ็ถ้ข๏ผ(3) ไบ่งฃไปปๅกๆง่ก้พ่ทฏๅๅ้ถๆฎตๆถๅ็ไธญ้ดไปถ๏ผ(4) ็ๆไปปๅก่ๆถๅๅธ็ป่ฎกๆฅๅๆถไฝฟ็จใๅบไบๅ ญ้ถๆฎตๆจกๅ๏ผ้่ฟ request_id ๆฅ่ฏขๅฎๆด้พ่ทฏๆฅๅฟ่ฟ่กๅๆใ
Quantitative finance analysis including portfolio optimization, risk modeling, and time series econometrics using jupyter_execute. Use when the user asks about portfolio analysis, stock returns, financial risk, investment optimization, or volatility modeling.
Add a Hugging Face dataset to Marin pipelines. Use when asked to add, register, or inspect a new dataset for training.
Base execution contract for scheduled scrub runs in marin-community/marin.
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ๆ็คบ่ฏXๅ ้่ง - ไปไผ็งๆ็คบ่ฏไธญ้ๅๆๅ"ๅฆไฝๅX"็็ฅ่ฏ๏ผ่ฎฉ้ป็ๅ้ๆ
Structures and derives research formulas when the user wants to ๆจๅฏผๅ ฌๅผ, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a paper-ready formula document. Use when the derivation target is not yet fully fixed, the main object still needs to be chosen, or the user needs a coherent derivation package rather than a finished theorem proof.
Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.
Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says "ไผๅๆ่ฝ", "meta optimize", "improve skills", "ๅๆไฝฟ็จ่ฎฐๅฝ", or wants to optimize ARIS's own harness components based on accumulated experience.
Request a design review for a commit and present the results
Request a design review for a commit and present the results
Add a new technical analysis indicator to the project. Use when you need to implement a new indicator (e.g., SMA, EMA, RSI) following the project's streaming data patterns, Go generics, and channel-based API.
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ๆๅฏผ AI ๅบไบ chanlun-pro ้กน็ฎ่ฟ่กไบๆฌกๅผๅ๏ผๅ ๅซๅฎ่ฃ ้ ็ฝฎใ่กๆ ่ทๅใ็ผ ่ฎบ่ฎก็ฎใๅๆตใ้่กๅ็ญ็ฅ็ผๅ
้่ฟ GitHub MCP ่ทๅ็จๆท PR ๅนถ็ๆๅจๆฅใๅฝ็จๆทๆๅฐ็ๆๅจๆฅใๅๅจๆฅๆถไฝฟ็จใ