code-abyss

In the author's own words, from each skill's SKILL.md — showing the first 30 of 49 files.

• analyzing-changes

  Analyzes code changes, detects documentation drift, and evaluates change impact scope. Use when reviewing diffs, checking doc sync, or running pre-commit analysis. Automatically triggered after design-level changes or refactoring.

  skills/analyzing-changes/SKILL.md on GitHub (opens in a new tab)

• analyzing-security

  Scans code for security vulnerabilities, detects dangerous patterns, and ensures security decisions are documented. Use when running security scans, auditing code, or checking for OWASP issues, injection risks, or sensitive data leaks. Automatically triggered on new modules, security-related changes, or post-refactor.

  skills/analyzing-security/SKILL.md on GitHub (opens in a new tab)

• analyzing-spreadsheets

  Processes Excel spreadsheet files (.xlsx, .xlsm, .csv). Creates workbooks, builds formulas, preserves formatting, analyzes tabular data, and validates financial models with zero-formula-error delivery. Use when working with spreadsheet files or tabular data analysis. Do NOT use for Word documents, PDFs, presentations, or database pipelines.

  skills/analyzing-spreadsheets/SKILL.md on GitHub (opens in a new tab)

• applying-ui-design-system

  Frontend UI design system selector and implementation guide covering Glassmorphism, Liquid Glass (Apple-style), Neubrutalism, and Claymorphism. Use when building UI components, choosing a visual aesthetic, implementing design tokens, or auditing accessibility/contrast on themed surfaces. Provides per-style tokens, component patterns, dark mode, and a11y constraints.

  skills/applying-ui-design-system/SKILL.md on GitHub (opens in a new tab)

• architecting-security

  安全架构与治理：威胁建模 (STRIDE/PASTA/LINDDUN)、零信任身份架构、IAM/SSO/MFA/PAM、合规框架 (SOC2/PCI/HIPAA/GDPR)、DLP、隐私工程、安全控制设计。Use when designing security architecture, threat modeling new systems, implementing zero-trust identity, designing IAM/SSO/PAM, building compliance evidence chains, or planning privacy-by-design.

  skills/architecting-security/SKILL.md on GitHub (opens in a new tab)

• automating-devops

  DevOps knowledge reference covering Git workflows, testing strategies, DevSecOps, release pipeline orchestration (release.yml, multi-arch images, cosign integration), CI/CD pipelines, database management, observability, and performance optimization. Use when working with Git, CI/CD, release pipelines, ghcr image publishing, testing, monitoring, or infrastructure automation.

  skills/automating-devops/SKILL.md on GitHub (opens in a new tab)

• building-agent-systems

  AI agent and LLM system engineering reference covering single-agent dev (ReAct, tool calling, plan-execute), multi-agent coordination (swarm, role decomposition, file locking), LLM security (prompt injection, jailbreak defense, output filtering), RAG architecture (chunking, hybrid retrieval, rerank), and prompt engineering / evaluation (RAGAS, LLM-as-Judge). Use when building AI agents, designing…

  skills/building-agent-systems/SKILL.md on GitHub (opens in a new tab)

• checking-code-quality

  Checks code quality metrics including complexity, duplication, naming conventions, and function length. Use when running quality gates, reviewing code smells, or checking lint rules. Automatically triggered on complex modules or post-refactor.

  skills/checking-code-quality/SKILL.md on GitHub (opens in a new tab)

• creating-presentations

  Processes PowerPoint presentation files (.pptx). Creates slides, rewrites templates, converts HTML to presentations, validates thumbnails, swaps layouts, and performs deep OOXML editing. Use when working with presentation files or slide decks. Do NOT use for Word documents, spreadsheets, or PDF files.

  skills/creating-presentations/SKILL.md on GitHub (opens in a new tab)

• cultivating-personas

  Distills AI agent voice patterns from conversation into a Persona Voice Card v1.0 (self/user/language/register/emoji_policy/flourish only — no judgment-shaped fields), validates schema + content safety + differentiation, and routes contributions through the existing submission portal. Use when the user wants to crystallize a recurring voice/tone, fork an existing persona, or share one with the co…

  skills/cultivating-personas/SKILL.md on GitHub (opens in a new tab)

• cultivating-skills

  Distills repeated workflows into reusable skills, improves existing skills, and gates them through a three-tier publish funnel (local → project → community). Use when the agent or user notices a pattern worth crystallizing, when an existing skill is incomplete, or when something deserves community contribution. Default deny on dangerous tools and side effects.

  skills/cultivating-skills/SKILL.md on GitHub (opens in a new tab)

• defending-applications

  Application security defense knowledge for builders. Covers Web/API/GraphQL hardening (XSS/SQLi/SSRF/IDOR/BOLA/Mass Assignment/deserialization/upload/path traversal), authentication/authorization (OAuth 2.0/OIDC/JWT/Session/Cookie/SAML/SSO), and LLM application security (prompt injection, jailbreak, RAG poisoning, agent privilege escalation, output filtering). Use when designing or reviewing appl…

  skills/defending-applications/SKILL.md on GitHub (opens in a new tab)

• designing-architectures

  Architecture knowledge reference covering API design, security architecture, cloud-native patterns, caching strategies, message queues, and data security. Use when designing system architecture, APIs, or cloud-native infrastructure.

  skills/designing-architectures/SKILL.md on GitHub (opens in a new tab)

• designing-hardware-products

  AI-automated hardware product pipeline: from requirements to manufacturable Gerber + compiled firmware + cross-platform app. Orchestrates system design, ESP-IDF firmware, KiCad PCB, UniApp client, and release packaging in a zero-human-touch flow.

  skills/designing-hardware-products/SKILL.md on GitHub (opens in a new tab)

• detecting-and-responding

  蓝队与紫队工程：检测规则编写、SIEM/EDR 调优、事件响应、数字取证、威胁狩猎、ATT&CK 映射、紫队演练闭环。Use when writing Sigma/YARA detection rules, tuning SIEM noise, responding to security incidents, conducting forensic analysis, hunting threats, or running purple team exercises.

  skills/detecting-and-responding/SKILL.md on GitHub (opens in a new tab)

• developing-mobile-apps

  Mobile development knowledge reference covering iOS (SwiftUI), Android (Jetpack Compose), React Native, and Flutter. Use when building mobile apps, working with cross-platform frameworks, or implementing native UI patterns.

  skills/developing-mobile-apps/SKILL.md on GitHub (opens in a new tab)

• developing-software

  Software development knowledge reference covering Python, Go, Rust, TypeScript, Java, C++, and Shell. Use when writing code, debugging, or following language-specific best practices.

  skills/developing-software/SKILL.md on GitHub (opens in a new tab)

• engineering-data-pipelines

  Data engineering knowledge reference covering Airflow, Dagster, Kafka Streams, Flink, dbt, and data quality patterns. Use when building data pipelines, ETL workflows, stream processing, or data quality checks.

  skills/engineering-data-pipelines/SKILL.md on GitHub (opens in a new tab)

• generating-docs

  Generates README.md and DESIGN.md scaffolds by analyzing module structure. Use when creating documentation templates for new modules. Automatically triggered at module creation.

  skills/generating-docs/SKILL.md on GitHub (opens in a new tab)

• indexing-code

  Code relationship graph and temporal intelligence via abyss CLI. Provides caller tracing, impact analysis, hotspot detection, and file-level context gathering. Agent automatically runs abyss before modifying code to check impact. Works with any agent that has shell access.

  skills/indexing-code/SKILL.md on GitHub (opens in a new tab)

• operating-kicad-eda

  KiCad EDA orchestration via kicad-mcp MCP server. Routes 17 tools for schematic creation, PCB layout, autorouting, DRC, and Gerber export. Enforces serialized PCB ops, library-first lookup, and autoroute-only routing.

  skills/operating-kicad-eda/SKILL.md on GitHub (opens in a new tab)

• orchestrating-adversarial-reviews

  Multi-agent adversarial-verification orchestration for high-confidence conclusions. Fan-out finders, then verify every finding through a three-prism panel (exploitability / correctness / refutation) that defaults to disbelief, gate fixes behind load-bearing proof tests that catch agents who falsely claim "done/fixed", and roll out behind a build-first exit-code guard. Use when a fan-out task must…

  skills/orchestrating-adversarial-reviews/SKILL.md on GitHub (opens in a new tab)

• processing-docx

  Processes Word document files (.docx). Creates, edits, annotates, tracks revisions, analyzes OOXML structure, and preserves formatting for contracts, policies, academic papers, and business documents. Use when working with .docx files or Word documents. Do NOT use for PDFs, spreadsheets, presentations, or plain text files.

  skills/processing-docx/SKILL.md on GitHub (opens in a new tab)

• processing-pdfs

  Processes PDF files. Extracts text and tables, fills forms, merges and splits documents, batch-processes files, converts to images, and generates PDFs programmatically. Use when working with .pdf files. Do NOT use for Word documents, spreadsheets, or presentations.

  skills/processing-pdfs/SKILL.md on GitHub (opens in a new tab)

• provisioning-infrastructure

  Cloud-native infrastructure knowledge reference covering Kubernetes, Helm, Kustomize, Operators, CRDs, GitOps (ArgoCD, Flux), and IaC (Terraform, Pulumi, CDK). Use when provisioning infrastructure, managing clusters, or working with GitOps workflows.

  skills/provisioning-infrastructure/SKILL.md on GitHub (opens in a new tab)

• reducing-aigc-detection

  Systematically reduce AIGC detection rates in academic papers (Chinese/English). Analyzes detection reports, identifies high-impact sections, applies multi-layer rewriting strategies preserving formatting/footnotes, and verifies results. Supports 维普/知网/Turnitin platforms.

  skills/reducing-aigc-detection/SKILL.md on GitHub (opens in a new tab)

• securing-cloud-and-supply-chain

  云原生与软件供应链安全防御。容器/K8s 加固、Service Mesh、CI/CD 安全、SLSA/SBOM/Sigstore、云 IAM、Secrets 管理、IaC 安全。Use when hardening Kubernetes clusters, auditing CI/CD pipelines, implementing supply chain security, managing cloud IAM, or reviewing IaC code.

  skills/securing-cloud-and-supply-chain/SKILL.md on GitHub (opens in a new tab)

• securing-systems

  Security engineering router for penetration testing, code auditing, red/blue/purple team operations, threat intelligence, and vulnerability research. For specialized application security, cloud security, detection engineering, or security architecture, route to dedicated skills (defending-applications, securing-cloud-and-supply-chain, detecting-and-responding, architecting-security).

  skills/securing-systems/SKILL.md on GitHub (opens in a new tab)

• shipping-changes

  End-to-end change-shipping closed loop for non-trivial work — research → proposal doc → phased guarded implementation → PR self-review → harden → merge. Use when taking a substantial change from idea to merged PR, when a task needs a written proposal before code, when implementing in reversible phases behind a guarded commit chain (assert + test + verify, all green before commit), or when self-re…

  skills/shipping-changes/SKILL.md on GitHub (opens in a new tab)

• verifying-modules

  Scans directory structure, detects missing documentation, and verifies code-doc synchronization. Use when checking module completeness, README presence, or DESIGN.md alignment. Automatically triggered after creating new modules.

  skills/verifying-modules/SKILL.md on GitHub (opens in a new tab)

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