GSD Skill Creator — Capability Index

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

Growth

Architectural expansion — agent teams, pattern discovery, cross-domain examples, and master orchestration.

7 capabilities across 4 versions

v1.4 — Agent Teams

1 capability introduced

v1.6 — Cross-Domain Examples

No new capabilities — 34 cross-domain examples (20 skills, 8 agents, 3 teams), local installation, beautiful-commits skill

Enterprise

Knowledge packs, den operations, electronics education, vision-to-mission pipeline, MCP integration, brainstorming, and OpenStack cloud platform.

42 capabilities across 7 versions