21 Agent Specialists for Requirements Engineering
System 2 Reflection • Multi-Platform (Antigravity • Claude Code • Claude CoWork)
BA-Kit is not a library of prompts. It is an agent squad for agentic AI platforms.
It replaces the single-chatbot approach with 21 specialists running on:
- Antigravity IDE (Google DeepMind) — Agent Skills, MCP, System 2
- Claude Code (Anthropic) — CLI: project-level reasoning, CI/CD, Git
- Claude CoWork (Anthropic) — Desktop: non-technical BA, document synthesis
Summon specialists: @ba-writing for specs, @ba-strategy for context, @ba-facilitation for workshops.
Each agent uses System 2 Thinking (Reflective Loops) — self-critique before responding to reduce hallucination.
| Agent | Role | Capability |
|---|---|---|
@ba-master |
Dispatcher | Strategy, Routing, Context Management. |
| Agent | Role | Capability |
|---|---|---|
@ba-identity |
Chief of Staff | Stakeholder Mapping, RACI, Competency Grid. |
@ba-elicitation |
Journalist | Funnel Questioning, "Colombo" Method. |
@ba-writing |
Architect | Visual UI Scan, Gherkin Drafting (BDD). |
| Agent | Role | Capability |
|---|---|---|
@ba-validation |
QA Lead | Visual QA, Edge Case Detection. |
@ba-traceability |
CCB Secretary | Grep Verification (No Hallucinations). |
@ba-nfr |
SRE Architect | Web-Validated ISO 25010 Standards. |
@ba-process |
Lean Master | Whiteboard Vision, BPMN Waste Analysis. |
@ba-prioritization |
Product Mgr | MoSCoW, RICE, WSJF Frameworks. |
@ba-solution |
Investor | Python-Verified ROI & NPV Math. |
@ba-conflict |
Mediator | Harvard Negotiation, ADR Drafting. |
@ba-export |
Publisher | Compliance Check, Pandoc Formatting. |
| Agent | Role | Capability |
|---|---|---|
@ba-metrics |
Data Scientist | SPC Charts, Defect Density, Cpk stats. |
@ba-root-cause |
Investigator | 5 Whys, Fishbone, Pareto Analysis. |
@ba-innovation |
R&D Scientist | A/B Testing, Hypothesis Designs. |
| Agent | Role | Capability |
|---|---|---|
@ba-strategy |
Strategist | PESTLE, SWOT, Business Model Canvas, Porter's 5 Forces. |
@ba-facilitation |
Facilitator | Workshop Design, ODEC Framework, Group Dynamics. |
@ba-systems |
Systems Analyst | Stocks & Flows, Leverage Points, System Archetypes. |
@ba-agile |
Agile Analyst | User Story Mapping, MVP Definition, Hypothesis-Driven. |
| Agent | Role | Capability |
|---|---|---|
@ba-jira |
Jira Bridge | Story→Ticket Transport, Sprint Planning, Transport Gate Reflection. |
@ba-confluence |
Confluence Bridge | Markdown→XHTML Publishing, Document Import, Version Tracking. |
Copy the workflows into your Agent's brain:
cp -r ba-kit/.agent/skills/* ~/.gemini/antigravity/skills/In your chat, simply type @ followed by the Agent Name:
User: "@ba-writing I need a login feature."
@ba-writing: "Architect online. I see you want a Login. Shall we use Email/OTP or Social Auth? Let's draft the Happy Path first..."
You can switch agents instantly to handle complex tasks:
User: "This requirement seems risky. @ba-solution check the ROI."
@ba-solution: "Investor here. I'll calculate the NPV using Python..."
All agents now follow a Reflective Cognitive Loop:
- Analysis (System 1): Fast pattern matching.
- Action (System 1): Draft content.
- Reflection (System 2): STOP & THINK.
- Critic: "Did I hallucinate that dependency?"
- Action: Verify with
greporpython.
- Output: Verified, High-Precision Answer.
ba-kit/
│
├── .agent/skills/ # 21 Agent Skills (ba-master, ba-writing, ba-jira, ...)
├── .agent/scripts/ # BM25+ Knowledge Search Engine
├── .agent/data/ # 786 Indexed Knowledge Entries (23 domains)
│
├── docs/ # Documentation & Guides
│ ├── README.md # Documentation index
│ ├── agent-cheat-sheet.md # All 21 agents at a glance
│ ├── prompt-library.md # 28 copy-paste prompts by phase
│ ├── ai-foundation-for-ba.md # AI Foundation primer (bilingual)
│ ├── ai-tools-guide.md # Tool selection matrix
│ ├── design-prototype-guide.md # Stitch MCP, Figma, vibe coding
│ ├── antigravity-protocol.md # Runtime specification
│ ├── architecture-decisions.md # Naming, identity, CMMI
│ ├── junior-start.md # 4-week onboarding for new BAs
│ └── knowledge_base/ # Core & specialized BA knowledge
│
├── templates/ # Document Templates
│ ├── prd-template.md # Product Requirements Document
│ ├── brd-template.md # Business Requirements Document
│ ├── srs-template.md # Software Requirements Spec (IEEE 29148)
│ ├── frd-template.md # Functional Requirements Document
│ └── ... # + 6 more templates
│
├── ebooks/ # Synthesized eBook Knowledge (6 files)
│
├── AGENT.MD # Squad configuration (Antigravity runtime)
├── QUICK-START.md # 2-minute setup
├── USAGE-GUIDE.md # How the squad works
├── WORKFLOW-COOKBOOK.md # 23 real-world scenario recipes
└── README.md # This file
BA-Kit now includes a BM25+ Knowledge Search Engine with 786 indexed entries across 23 domains.
# Search for any BA concept
python3 .agent/scripts/ba_search.py "acceptance criteria gherkin"
# Search specific domain
python3 .agent/scripts/ba_search.py "GDPR compliance" --domain compliance
# Search across all domains
python3 .agent/scripts/ba_search.py "stakeholder analysis" --multi-domain
# View statistics
python3 .agent/scripts/ba_search.py --stats23 Domains: writing, elicitation, validation, nfr, process, prioritization, traceability, conflict, solution, systems, agile, identity, workshop, innovation, metrics, modeling, ux-research, business-rules, integration, compliance, communication, testing, data-analytics.
MIT License. Free to use for personal and enterprise projects.
Antigravity • Claude Code • Claude CoWork
Code Less. Think More.