Browse by Domain
Capabilities are grouped into 14 functional domains. Each domain card links to a parent page listing all capabilities in that area.
Core Learning
6 capabilities • CAP-001 through CAP-006
The foundational observation, skill management, and learning loop that makes GSD Skill Creator self-improving over time.
Quality & Testing
3 capabilities • CAP-007, CAP-008, CAP-025
Validation, simulation, and evaluation capabilities that ensure skills meet quality standards before promotion.
Agent Orchestration
5 capabilities • CAP-009, CAP-011, CAP-027, CAP-052–053
Multi-agent team coordination, orchestrator routing, and execution kernel capabilities for complex workflow management.
Pattern Intelligence
6 capabilities • CAP-010, CAP-054–058
Advanced pattern discovery, determinism analysis, promotion pipelines, and bidirectional lineage tracking.
Skill Pipeline
11 capabilities • CAP-012–018, CAP-022–023, CAP-050–051
The complete skill authoring and delivery pipeline from workflow definition through capability manifests and offload engines.
Token & Budget Management
6 capabilities • CAP-019–021, CAP-073–075
Context window budgeting, cache optimization, compression, and inventory management for operating within LLM constraints.
Platform & Distribution
3 capabilities • CAP-024, CAP-026, CAP-087
Cross-platform portability, hardware abstraction, MCP package distribution, and installation infrastructure.
Session Management
5 capabilities • CAP-028, CAP-038, CAP-047–049
Session continuity, command lifecycle, message stack management, and recording across multi-day work sequences.
Developer Experience
6 capabilities • CAP-029–030, CAP-036–037, CAP-039–040
Agentic RAG, CLI improvements, monitoring, GSD config integration, and install hooks — the daily developer interface.
Security
5 capabilities • CAP-031 through CAP-035
System hardening, integrity verification, safety guardrails, access control, and bounded learning enforcement.
Dashboard & Reporting
21 capabilities • CAP-041–046, CAP-061–078
HTML dashboards, SEO, live metrics, staging pipelines, hygiene engines, and the CSS design system itself.
Desktop Environment
8 capabilities • CAP-059–060, CAP-079–084
Tauri desktop shell, WebGL CRT engine, native PTY terminal, Amiga Workbench WM, and boot calibration.
Infrastructure & Cloud
8 capabilities • CAP-085, CAP-090, CAP-134–139
Local cloud provisioning, OpenStack platform (NASA SE edition), V&V infrastructure, and cloud-ops modules.
Specialist Domains
46 capabilities • CAP-086, CAP-088–089, CAP-091–133
Minecraft, Amiga Heritage, Apollo AGC, RFC systems, Knowledge Packs, Den Operations, Electronics, Vision-to-Mission, MCP Integration, and Brainstorming.
Browse by Version Era
GSD Skill Creator evolved through 7 distinct eras. Each era represents a strategic phase of development — browse capabilities in chronological order to understand the system's evolution from foundational learning loop through enterprise cloud platform.
Foundation
The core learning loop — pattern observation, skill suggestion, management, auto-loading, and agent composition.
8 capabilities across 4 versions
v1.0 — Core Foundation
6 capabilities introduced
v1.3 — Documentation Overhaul
No new capabilities — Documentation overhaul, official format specification, getting started guide
Growth
Architectural expansion — agent teams, pattern discovery, cross-domain examples, and master orchestration.
7 capabilities across 4 versions
v1.6 — Cross-Domain Examples
No new capabilities — 34 cross-domain examples (20 skills, 8 agents, 3 teams), local installation, beautiful-commits skill
Hardening
Pipeline architecture, security hardening, spec alignment, and ecosystem robustness.
20 capabilities across 4 versions
v1.8 — Token Efficiency
6 capabilities introduced
v1.8.1 — Stability Patch
No new capabilities — Audit Remediation
v1.9 — Spec Alignment
9 capabilities introduced
Platform
GSD integration layer, planning dashboard, live metrics, session lifecycle, and promotion pipeline.
23 capabilities across 5 versions
v1.11 — Integration Config
5 capabilities introduced
v1.12 — Dashboard Generator
3 capabilities introduced
v1.12.1 — Live Dashboard
3 capabilities introduced
v1.13 — Amiga Kernel
8 capabilities introduced
Desktop
Desktop environment — terminal integration, console dashboard, staging layer, information design system, and budget overhaul.
20 capabilities across 6 versions
v1.15 — Terminal Integration
2 capabilities introduced
v1.16 — Console Bridge
4 capabilities introduced
v1.17 — Staging Pipeline
4 capabilities introduced
v1.18 — Design System
4 capabilities introduced
v1.19 — Budget Visualization
3 capabilities introduced
v1.20 — Dashboard Pages
3 capabilities introduced
Expansion
Tauri desktop application, Minecraft knowledge world, Apollo AGC simulation, and specialist domain expansion.
19 capabilities across 6 versions
v1.21 — Tauri Desktop
6 capabilities introduced
v1.22 — Local Cloud
6 capabilities introduced
v1.23 — AMIGA Mission
7 capabilities introduced
v1.24 — Conformance Audit
No new capabilities — GSD Conformance Audit & Hardening
v1.25 — Ecosystem Architecture
No new capabilities — Ecosystem Integration
v1.26 — Aminet Archive
No new capabilities — Aminet Archive Extension Pack
Enterprise
Knowledge packs, den operations, electronics education, vision-to-mission pipeline, MCP integration, brainstorming, and OpenStack cloud platform.
42 capabilities across 7 versions
v1.27 — Role System
7 capabilities introduced
v1.28 — Staff Topology
4 capabilities introduced
v1.29 — Electronics Education
6 capabilities introduced
v1.30 — Vision to Mission
5 capabilities introduced
v1.31 — MCP Integration
8 capabilities introduced
v1.32 — Brainstorm Sessions
6 capabilities introduced

