Agent skill · luongnv89
tad-generator
Generate a Technical Architecture Document (TAD) from a PRD. Use when asked to design system architecture or define how a product is built. Updates tad.md and reports GitHub links. Don't use for PRD authoring, sprint tasks, or code implementation.
What it needs
About 6k tokens when loaded.
What this skill does
TAD Generator Generate comprehensive Technical Architecture Documents with modular design for startups. Subagent Architecture This skill uses parallel research agents with upfront content extraction. Pattern: D (Research+Synthesis) + E (Staged Pipeline). Agents Agent Role Parallelization ------- ------ ----------------- prd-reader (agents/prd-reader.md) Read PRD + supporting docs, return structured extraction Sequential (only once) tech-researcher (agents/tech-researcher.md) Handle one research round (spawned 5x in parallel) Parallel (5 instances) tad-writer (agents/tad-writer.md) Generate complete tad.md from all inputs Sequential (after all research) Research Rounds (5 Parallel) Round 1: Technology Stack validation (React, Node.js, PostgreSQL, Elasticsearch) Round 2: Infrastructure validation (Vercel, AWS, CDN, cost estimation) Round 3: Security review (auth, encryption, compliance, API security) Round 4: Risk assessment (bottlenecks, vendor lock-in, team gaps) Round 5: Holistic review (PRD alignment, team capability, quick wins) Parallelization Strategy PRD Content: Extracted once by prd-reader, stays out of main context Research Independence: Each round researches conceptually different angle (tech vs. infra vs. security) Reasoning Isolation: Parallel rounds keep each area's reasoning isolated, prevent groupthink Note: Research rounds are conceptual reasoning, not data fetching — parallel rounds won't produce fundamentally different info, but isolation improves quality Result: All 5 rounds complete concurrently, tad-writer synthesizes outputs into unified TAD. Environment Check Before executing: 1. Verify prd.md exists in project directory 2. Check for supporting docs (idea.md, validate.md) if available 3. Confirm WebSearch and WebFetch tools available for research 4. Verify write permissions to project root for tad.md creation 5. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills luongnv89/tad-generator