deevsdeevs/mft-research-experts
mft-research-experts/SKILL.md
Run research orchestration for data quality, factor geometry, hypothesis validation, and incident forensics. Use when you need SHIP/KILL/ITERATE decisions with strict validation. Triggers: mft-strategist, data-sentinel, factor-geometer, skeptic, forensic-auditor, research pipeline, hypothesis validation, post-mortem.
$ install --global
skillsauthnpx skillsauth add deevsdeevs/agent-system mft-research-expertsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 24, 2026, 7:49 AM3.7s1 file scanned
SKILL.md
- name:
- mft-research-experts
- description:
- Run research orchestration for data quality, factor geometry, hypothesis validation, and incident forensics. Use when you need SHIP/KILL/ITERATE decisions with strict validation. Triggers: mft-strategist, data-sentinel, factor-geometer, skeptic, forensic-auditor, research pipeline, hypothesis validation, post-mortem.
MFT Research Experts
Use this skill for end-to-end quantitative research orchestration and validation.
Role Map
mft-strategist->agents/mft-strategist.mddata-sentinel->agents/data-sentinel.mdfactor-geometer->agents/factor-geometer.mdskeptic->agents/skeptic.mdforensic-auditor->agents/forensic-auditor.md
Workflow
- Read
README.mdand enforce the sequencing rule: data validation first. - If a dataset is involved, spawn
data-sentinelfirst and wait for completion before any other role. - If the user requested one role explicitly, spawn that role with
agent_typeand targeted scope. - If no role was specified, default to
mft-strategist; let it coordinate and request follow-up role spawns as needed. - For full validation flows, ensure
factor-geometerruns beforeskeptic. - For incident or regression investigations, include
forensic-auditor. - Synthesize outputs into a clear SHIP/KILL/ITERATE recommendation with assumptions and confidence.
Related Skills
deevsdeevs/venue-expert
development
VerifiedTrustedCommunity
This skill should be used when the user asks about "market microstructure", "exchange mechanics", "order book", "auction", "NBBO", "Reg NMS", "trading venue", "halt", "LULD", "tick size", "maker-taker", "price-time priority", "SIP", "direct feed", "TRF", "wholesaler", "PFOF", "best execution", "trade-through", "ISO", "opening cross", "closing cross", "NOII", "ITCH", "OUCH", or mentions specific exchanges (Nasdaq, NYSE, CME, Binance, SHFE, DCE, CZCE, CFFEX, INE, etc.). For Chinese futures: "CTP", "综合交易平台", "夜盘", "night session", "看穿式监管", "position limits", "持仓限额", queue position in Chinese markets, or Chinese product codes (rb, cu, sc, if, ic, i, j, ta, ma, etc.). Provides hierarchical venue expertise for research and debugging trading systems.
38SKILL.mdUpdated Apr 4, 2026
deevsdeevs/polars-expertise
development
VerifiedTrustedCommunity
This skill should be used when the user asks about Polars DataFrame library (Apache Arrow) for Python or Rust. Triggers: "polars expressions", "lazy vs eager", "scan_parquet streaming", "convert pandas to polars", "pyspark to polars", "kdb to polars", "group_by_dynamic", "rolling_mean", "polars window functions", "asof join", "polars GPU", "polars parquet", "LazyFrame". Time series: OHLCV resampling, rolling windows, financial data patterns. Performance: native expressions over map_elements, early projection, categorical types, streaming.
38SKILL.mdUpdated Apr 4, 2026
deevsdeevs/golang-pro
development
VerifiedTrustedCommunity
Use when building Go applications requiring concurrent programming, microservices architecture, or high-performance systems. Invoke for goroutines, channels, Go generics, gRPC integration.
38SKILL.mdUpdated Apr 4, 2026
deevsdeevs/dev-experts
development
VerifiedTrustedCommunity
Apply opinionated developer personas for architecture decisions, production debugging, language-specific code review, comprehensive reviewer passes, and test strategy. Use when you need an architect plan, devops investigation, Rust/Python/C++ review, grumpy reviewer audit, or tester-driven test plan. Triggers: architect, devops, rust-dev, python-dev, cpp-dev, reviewer, tester, pre-merge review, refactor for maintainability.
38SKILL.mdUpdated Apr 4, 2026