telagod/code-abyss

Adversarial Review Orchestration fans out findings, then verifies each one through multiple skeptical perspectives before accepting conclusions. Use it for security audits, code reviews, research synthesis, or migrations when one agent’s self-report cannot be trusted.

Analyzing Changes analyzes code diffs to estimate impact scope, flag documentation drift, and check whether tests or design docs need updates. Use it before commits, after refactors, or when reviewing cross-module changes.

Analyzing Spreadsheets processes Excel and CSV files to build workbooks, add formulas, preserve formatting, and analyze tabular data. Use it when working with spreadsheets or validating financial models with recalculation and zero formula errors.

Application Security Defense covers web, API, GraphQL, auth, and LLM application hardening. Use it when reviewing code, fixing CVE-class bugs, designing safer auth flows, or threat-modeling app-layer defenses.

Applying UI Design System helps choose and implement a UI aesthetic such as Glassmorphism, Liquid Glass, Neubrutalism, or Claymorphism. Use it when building components, setting design tokens, or checking contrast, focus, motion, and dark mode behavior.

Architecture Design covers API design, security architecture, cloud-native patterns, caching, message queues, and data security. Use it when choosing system structure, integration style, or infrastructure patterns.

Automating DevOps covers Git workflows, CI/CD, release orchestration, security checks, observability, and performance tasks. Use it when setting up pipelines, publishing images, managing databases, or automating infrastructure operations.

Blue Team Detection And Response covers detection rule writing, SIEM/EDR tuning, incident response, forensic analysis, threat hunting, and purple team exercises. Use it when building detection-as-code and closing the loop to ATT&CK.

Building Agent Systems covers single-agent and multi-agent patterns, RAG design, LLM security, and prompt evaluation. Use it when building AI agents, coordinating workflows, hardening LLM apps, or tuning prompts and retrieval.

Code Quality Checking checks complexity, duplication, naming, and function length against heuristics. Use it for quality gates, PR review, or after refactors to catch code smells and decide what should be split.

Cultivating Personas distills recurring agent voice patterns into a Persona Voice Card, validates schema and safety, and prepares submissions through the portal. Use it to create, fork, or check a persona voice profile.

Cultivating Skills distills repeated workflows into reusable skills, improves existing ones, and routes them through local, project, or community publishing tiers. Use it when a pattern repeats, a skill needs a fix, or a new skill should be safely created.

DOCX Processing creates, edits, redlines, and analyzes .docx Word documents. Use it when working with contracts, policies, academic papers, or other Word files and needing formatting preserved.

Designing Hardware Products orchestrates a hardware product pipeline from requirements to Gerber, firmware, and a cross-platform app. Use it for new IoT or embedded products that need system design, ESP-IDF firmware, KiCad PCB work, and release packaging.

Developing Software covers language-specific guidance for Python, Go, Rust, TypeScript, Java, C++, and Shell. Use it when writing code, debugging, or choosing common patterns and best practices.

Documentation Generator creates README.md and DESIGN.md scaffolds by analyzing a module’s structure. Use it when a new module is created or when documentation is missing and needs a starter template.

Engineering Data Pipelines covers Airflow, Dagster, Kafka Streams, Flink, dbt, and data quality checks for building ETL workflows and stream processing systems. Use it when designing orchestration, incremental loads, or validation checks.

Indexing Code uses the abyss CLI to build code relationship graphs and time-based history for a project. Use it before edits to trace callers, assess impact, find hotspots, and gather file context.

Mobile Development covers iOS, Android, React Native, and Flutter patterns for building native and cross-platform apps. Use it when choosing a mobile stack or implementing platform-specific UI and state management.

Operating KiCad EDA routes MCP tools for schematic creation, PCB layout, autorouting, DRC, and manufacturing export. Use it when you need to generate or modify KiCad 9 designs without hand-routing or parallel PCB edits.

PDF Processing extracts text and tables, fills forms, merges and splits files, batch-processes PDFs, converts pages to images, and generates PDFs programmatically. Use it when working with .pdf files, not Word docs, spreadsheets, or presentations.

PPTX Processing creates, edits, and validates PowerPoint slides and templates. Use it for HTML-to-presentation conversion, OOXML editing, layout changes, and thumbnail checks.

Provisioning Infrastructure covers Kubernetes, Helm, Kustomize, GitOps, and IaC tools for setting up and managing cloud-native environments. Use it when provisioning clusters, choosing deployment patterns, or reviewing infrastructure workflows.

Security Analysis scans code for vulnerabilities, dangerous patterns, and sensitive data leaks. Use it when auditing code, checking OWASP issues, or reviewing security-related changes and refactors.

Security Architecture And Governance covers threat modeling, zero-trust identity, IAM/SSO/MFA/PAM, and compliance evidence design. Use it when designing new systems, changing trust boundaries, or planning privacy and control requirements.