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incident-commander
【数据与研究】Comprehensive incident response framework from detection through resolution and post-incident review. Battle-tested SRE/DevOps practices: severity classification, timeline reconstruction, structured post-incident analysis. Use when declaring an incident, coordinating multi-team response during an outage, leading a post-mortem, or setting up on-call p…
portfolio-construction
【效率与协作】Construct and optimize investment portfolios — asset allocation, risk budgeting, factor exposure management, and mean-variance optimization.
wannier90-tight-binding
【开发与工程】Wannier90 skill for maximally localized Wannier functions and tight-binding model construction
bio-copy-number-cnvkit-analysis
【数据与研究】Detect somatic and germline copy number variants from targeted, exome, and whole-genome sequencing with CNVkit, a read-depth caller that combines on-target and off-target (antitarget) coverage. Covers panel-of-normals construction, flat-reference tumor-only calling, hybrid/amplicon/WGS modes, CBS vs HMM segmentation selection, purity-aware integer ca…
persuasive-legal-writing
【文档与办公】Apply elite legal writing techniques drawn from Justice Kagan, Boies & Olson, and other top advocates to any legal document — briefs, submissions, letters, opinions, memos, or persuasive correspondence. This skill covers both prose craft (clarity, examples, parallel construction, voice, quoting) and architectural strategy (argument sequencing, framin…
media-literacy-deconstruction-protocol
【设计与创意】Design a media deconstruction protocol analysing persuasion, bias, or representation in media texts. Use when teaching students to critically read advertisements, news, or social media content.
alibabacloud-cli-guidance
【数据与研究】Guide users to manage Alibaba Cloud resources using the Aliyun CLI command-line tool. Covers CLI installation, credential configuration, plugin management, command construction, and error troubleshooting. Use this skill when the user wants to operate Alibaba Cloud services from the terminal — including ECS (云服务器, cloud servers), Function Compute (函数计…
machine-learning
【效率与协作】Machine Learning provides end-to-end ML pipeline construction with PyTorch and scikit-learn, covering model selection, training, evaluation, interpretability, hyperparameter tuning, and experiment tracking.
psbt
【效率与协作】PSBT (Partially Signed Bitcoin Transaction) construction and signing — build PSBTs for ordinals purchases, estimate fees, sign with the active wallet, and broadcast finalized PSBTs.
agentprivacy-braid-reasoning
【设计与创意】Bounded reasoning architecture for privacy-preserving AI agents using BRAID Mermaid graphs. Activates when discussing Generator/Solver split architecture, Performance-Per-Dollar (PPD) inference economics, BRAID Parity Effect (small model + structure ≥ large model), Mermaid reasoning graph construction, node atomicity, procedural scaffolding vs answer…
analyzing-security-logs-with-splunk
【数据与研究】Leverages Splunk Enterprise Security and SPL (Search Processing Language) to investigate security incidents through log correlation, timeline reconstruction, and anomaly detection. Covers Windows event logs, firewall logs, proxy logs, and authentication data analysis. Activates for requests involving Splunk investigation, SPL queries, SIEM log analys…
apex-dynamic-soql-binding-safety
【数据与研究】Safe construction of dynamic SOQL — Database.query bind variables (:varName, API 60+ semantics), Database.queryWithBinds(query, Map<String,Object>, AccessLevel) (API 55+), field-name allowlisting, ORDER BY direction whitelist, LIMIT/OFFSET typing, and the interaction with WITH USER_MODE / WITH SECURITY_ENFORCED. NOT for static SOQL — see apex-soql-fu…
backend-go
【开发与工程】Enforces Go backend best practices following clean architecture, dependency injection, and test-driven development. Automatically applied for Go backend implementation, API development, and microservices construction.
callout-limits-and-async-patterns
【设计与创意】Use when designing or troubleshooting Apex callouts that approach governor limits: choosing between synchronous callouts, @future, Queueable, Continuation, or async chaining strategies. NOT for HTTP request construction or Named Credential setup (use named-credentials-setup).
procore-install-auth
【效率与协作】Procore install auth — construction management platform integration. Use when working with Procore API for project management, RFIs, or submittals. Trigger with phrases like "procore install auth", "procore-install-auth".
sast-sqli
【数据与研究】Detect SQL injection vulnerabilities in a codebase using a three-phase approach: recon (find unsafe SQL construction sites), batched verify (trace user input to those sites in parallel subagents, 3 sites each), and merge (consolidate batch results). Covers string concat, f-strings, unsafe ORM methods, and dynamic identifiers. Requires sast/architectu…
tachi-infographics
【设计与创意】Domain knowledge for threat infographic generation — infographic specification formats, template-specific section layouts (Baseball Card, System Architecture, Risk Funnel), Gemini API prompt construction rules, and visual design system tokens. Consumed by the threat-infographic agent during specification and image generation.
voice-style
【数据与研究】Voice, style, and register in writing across all forms. Covers voice (authorial presence, authenticity, persona, tone), style as choice (diction, syntax, rhythm, density, register), the elements of style (Strunk's principles, economy, parallel construction, definite/specific/concrete language), distinctive voices (stream of consciousness, minimalism,…