Prism D1 Velocity
Description
PRISM D1 Velocity — A framework for measuring and scaling AI-assisted development. Workshop modules, Strands agents, MCP integration, enhanced DORA metrics, and AWS-native observability for engineering teams adopting AI-DLC.
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
PRISM D1: Velocity — AI Development Lifecycle Workshop
:warning: **Sample Project — Not Production-Ready**
This project is provided as a sample and reference implementation only. It is not designed, tested, or hardened for production use. Use it as a starting point or learning resource, and perform your own security review, testing, and operational hardening before deploying to any production environment.
Compress the idea-to-production loop with disciplined AI adoption.
Part of the [PRISM Framework](../README.md) (Progressive Readiness Index for Scalable Maturity) — the D1 Velocity pillar focuses on AI-native software development lifecycle practices that are **measurable from Day 1**.
Architecture
What This Repo Contains
For Engineering Leaders (Top-Down Visibility)
- Executive Readout Dashboard (spec) — PRISM level, DORA summary, AI contribution trends, security & compliance posture, cost intelligence
- CISO Compliance Dashboard — Security posture, AI code risk profile, shift-left effectiveness, remediation SLA tracking
- PRISM Level Tracker (QuickSight) — Maturity progression by team, radar chart of sub-dimensions, benchmarks by funding stage
- AI-DORA Analysis (QuickSight) — Deep-dive exploratory analysis across teams, repos, and AI tools
- Enhanced DORA metrics with 6 AI-specific dimensions (acceptance rate, AI-to-merge ratio, eval gate pass rate, spec-to-code hours, post-merge defect rate, AI test coverage delta)
- Executive readout templates connecting engineering metrics to
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