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TwinkleZHANG

@twinklezhang source repo

3 published skills

  1. Deep Tech Research · twinklezhang bundle
    Build Chinese prose-first, evidence-led deep-tech research and technical due diligence with independently calibrated research scope (S1-S3) and explanation depth (D1-D4). Use for pure technology or route analysis, company-level technical analysis with a mandatory financing-and-ownership appendix, team-capability-transfer analysis, full public technology-system studies, or technical work intended to support performance, cost, commercial, or investment decisions. Cover mechanisms, metrics, engineering maturity, scale-up constraints, competition, falsification, evidence tracing, and optional evidence-gated scoring without forecasting financial returns. Use doc-format only when the user explicitly requests Word/DOCX (Office Open XML Document, Word document format).
    0 installs
  2. Course Tutor Bv1idpkzsewz · twinklezhang bundle
    Use when the user wants to learn, review, explain, discuss, retrieve, or cite the 9-part Bilibili course BV1idpkzsEwZ on neural networks, gradient descent, backpropagation, Transformers, attention, convolution, and LLM fact representation.
    0 installs
  3. Us Index Capital Pressure · twinklezhang bundle
    Create a U.S. equity index inclusion buy-pressure and capital-event analysis workbook. Use when Codex needs to analyze whether one company may enter S&P 500, Nasdaq-100, or FTSE Russell indexes, estimate corresponding ETF buy pressure, search SEC filings for significant buy/sell pressure capital events, and deliver a generic two-sheet Excel structure with an index buy-pressure sheet and a chronological capital events sheet.
    0 installs