Shared Skills Layer — System Digest
Purpose
The Shared Skills layer is the foundational capability layer of the ecosystem: a single curated library of reusable AI Agent Skills that every other layer draws on. It exists so competence is built once and reused everywhere — the ecosystem’s standard library and skills marketplace in one. This is also the Skills Layer documentation referenced by the portal’s layered-architecture model.
At a glance
| Field | Value |
|---|---|
| Slug | shared-skills |
| Architecture layer | Shared Skills (foundation, layer 1) |
| Lifecycle | live |
| Maturity | operational |
| Primary domain | Reusable AI capability / developer tooling |
| Public-facing? | No (internal foundation; potential future product) |
| Owner | Azwaan |
| Last reviewed | 2026-07-05 |
Member repos
| Repo | Role in the layer | Lifecycle | Digest |
|---|---|---|---|
shared-skills |
The skills library itself (169 skills) | active | digest |
Capabilities provided
Organized into the 10 domain clusters that make up the layer:
| Cluster | Provides to the ecosystem |
|---|---|
| Engineering & Architecture | System design, code review, dependency & stack analysis |
| Cloud & Infra | AWS/Azure/GCP/Cloudflare architecture and Workers tooling |
| Security & Compliance | AI/cloud security assessment, prompt-safety, GDPR |
| AI / Agents / Data | Agent design, multi-agent orchestration, RAG, prompt optimization |
| Docs / Knowledge / Diagrams | Documentation, ADRs, llms.txt, Mermaid/draw.io/Excalidraw, process maps |
| Product & PM | PRDs, discovery, analytics, roadmaps, agile delivery |
| Design & Frontend | Design systems, premium UI, landing pages, media generation |
| Marketing / GTM / Growth | ~50 skills across content, SEO, ads, email, social, CRO, GTM |
| Sales / RevOps / Finance | Sales enablement, pricing, forecasting, financial analysis |
| Ops / Bizops / Strategy | Capacity, vendors, internal comms, automation, founder coaching |
System map
graph TD
Harness[AI Harness] -->|routes intent| Lib[Shared Skills Library<br/>169 skills]
Lib --> C1[Engineering & Arch]
Lib --> C2[Cloud & Infra]
Lib --> C3[Security]
Lib --> C4[AI / Agents / Data]
Lib --> C5[Docs / Diagrams]
Lib --> C6[Product / PM]
Lib --> C7[Design / Frontend]
Lib --> C8[Marketing / GTM]
Lib --> C9[Sales / RevOps / Fin]
Lib --> C10[Ops / Bizops]
Lib -.feeds.-> Up[All higher layers]
External dependencies & integrations
- Anthropic Agent Skills format and the Claude Code / Agent SDK harness (runtime).
- Per-skill external services (cloud, AI, and SaaS APIs) declared inside individual skills.
Cross-venture relationships
- Feeds every other layer — this is the base of the layered architecture. See the Portfolio Overview.
- Powers this portal — the Docs/portal layer is built directly on Shared Skills.
- Will power the
portfolio-portal-orchestrator— the future automation skill consumes skills from this layer (senior-architect,dependency-auditor,create-llms,knowledge-ops).
Status & roadmap pointers
- Current state: operational; 169 skills; see status dashboard.
- Roadmap: promote to a first-class repo, add taxonomy/index, consolidate duplicates — see roadmap.
- Related ADRs: ADR 0002.
Known duplication / review flags
Recorded (not acted on) — see architecture recommendations:
revops⟷revenue-operationsdatabase-designer⟷database-schema-designer- Overlap across
senior-*engineering skills - Multiple competitor-analysis skills (
competitors,competitor-profiling,competitive-teardown,competitive-intel)
Links
- Repo digest: shared-skills
- Repos index: repos
- Architecture: system of systems