mirror of
https://github.com/github/awesome-copilot.git
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46bef1b61a
* feat(orchestrator): add Discuss Phase and PRD creation workflow - Introduce Discuss Phase for medium/complex objectives, generating context‑aware options and logging architectural decisions - Add PRD creation step after discussion, storing the PRD in docs/prd.yaml - Refactor Phase 1 to pass task clarifications to researchers - Update Phase 2 planning to include multi‑plan selection for complex tasks and verification with gem‑reviewer - Enhance Phase 3 execution loop with wave integration checks and conflict filtering * feat(gem-team): bump version to 1.3.3 and refine description with Discuss Phase and PRD compliance verification * chore(release): bump marketplace version to 1.3.4 - Update `marketplace.json` version from `1.3.3` to `1.3.4`. - Refine `gem-browser-tester.agent.md`: - Replace "UUIDs" typo with correct spelling. - Adjust wording and formatting for clarity. - Update JSON code fences to use ````jsonc````. - Modify workflow description to reference `AGENTS.md` when present. - Refine `gem-devops.agent.md`: - Align expertise list formatting. - Standardize tool list syntax with back‑ticks. - Minor wording improvements. - Increase retry attempts in `gem-browser-tester.agent.md` from 2 to 3 attempts. - Minor typographical and formatting corrections across agent documentation. * refactor: rename prd_path to project_prd_path in agent configurations - Updated gem-orchestrator.agent.md to use `project_prd_path` instead of `prd_path` in task definitions and delegation logic. - Updated gem-planner.agent.md to reference `project_prd_path` and clarify PRD reading. - Updated gem-researcher.agent.md to use `project_prd_path` and adjust PRD consumption logic. - Applied minor wording improvements and consistency fixes across the orchestrator, planner, and researcher documentation. * feat(plugin): expand marketplace description, bump version to 1.4.0; revamp gem-browser-tester agent documentation with clearer role, expertise, and workflow specifications. * chore: remove outdated plugin metadata fields from README.plugins.md and plugin.json * feat(tooling): bump marketplace version to 1.5.0 and refine validation thresholds - Update marketplace.json version from 1.4.0 to 1.5.0 - Adjust validation criteria in gem-browser-tester.agent.md to trigger additional tests when coverage < 0.85 or confidence < 0.85 - Refine accessibility compliance description, adding runtime validation and SPEC‑based accessibility notes- Add new gem-code-simplifier.agent.md documentation for code refactoring - Update README and plugin metadata to reflect version change and new tooling * docs: improve bug‑fix delegation description and delegation‑first guidance in gem‑orchestrator.agent.md - Clarified the two‑step diagnostic‑then‑fix flow for bug fixes using gem‑debugger and gem‑implementer. - Updated the “Delegation First” checklist to stress that **no** task, however small, should be performed directly by the orchestrator, emphasizing sub‑agent delegation and retry/escalation strategy. * feat(gem-browser-tester): add flow testing support and refine workflow - Update description to include “flow testing” and “user journey” among triggers. - Expand expertise list to cover flow testing and visual regression. - Revise knowledge sources and workflow to detail initialization, setup, flow execution, and teardown. - Introduce comprehensive step types (navigate, interact, assert, branch, extract, wait, screenshot) with explicit wait strategies. - Implement baseline screenshot comparison for visual regression. - Restructure execution pattern to manage flow context and multi‑step user journeys. * feat: add performance, design, responsive checks * feat(styling): add priority-based styling hierarchy and validation rules * feat: incorporate lint rule recommendations and update agent routing for ESLint rule handling * chore(release): bump marketplace version to 1.5.4 * docs: Simplify readme * chore: Add mobile specific agents and disable user invocation flags * feat(architecture): add mobile agents and refactor diagram * feat(readme): add recommended LLM column to agent team roles * docs: Update readme --------- Co-authored-by: Aaron Powell <me@aaron-powell.com>
215 lines
11 KiB
Markdown
215 lines
11 KiB
Markdown
# 💎 Gem Team
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> Multi-agent orchestration framework for spec-driven development and automated verification.
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[](https://awesome-copilot.github.com/plugins/#file=plugins%2Fgem-team)
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---
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## 🤔 Why Gem Team?
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- ⚡ **10x Faster** — Parallel execution with wave-based execution
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- 🏆 **Higher Quality** — Specialized agents + TDD + verification gates + contract-first
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- 🔒 **Built-in Security** — OWASP scanning, secrets/PII detection on critical tasks
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- 👁️ **Full Visibility** — Real-time status, clear approval gates
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- 🛡️ **Resilient** — Pre-mortem analysis, failure handling, auto-replanning
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- ♻️ **Pattern Reuse** — Codebase pattern discovery prevents reinventing wheels
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- 🪞 **Self-Correcting** — All agents self-critique at 0.85 confidence threshold
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- 📋 **Source Verified** — Every factual claim cites its source; no guesswork
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- ♿ **Accessibility-First** — WCAG compliance validated at spec and runtime layers
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- 🔬 **Smart Debugging** — Root-cause analysis with stack trace parsing + confidence-scored fixes
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- 🚀 **Safe DevOps** — Idempotent operations, health checks, mandatory approval gates
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- 🔗 **Traceable** — Self-documenting IDs link requirements → tasks → tests → evidence
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- 📚 **Knowledge-Driven** — Prioritized sources (PRD → codebase → AGENTS.md → Context7 → docs)
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- 🛠️ **Skills & Guidelines** — Built-in skill & guidelines (web-design-guidelines)
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- 📐 **Spec-Driven** — Multi-step refinement defines "what" before "how"
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- 🌊 **Wave-Based** — Parallel agents with integration gates per wave
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- 🗂️ **Multi-Plan** — Complex tasks: 3 planner variants → best DAG selected automatically
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- 🩺 **Diagnose-then-Fix** — gem-debugger diagnoses → gem-implementer fixes → re-verifies
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- ⚠️ **Pre-Mortem** — Failure modes identified BEFORE execution
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- 💬 **Constructive Critique** — gem-critic challenges assumptions, finds edge cases
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- 📝 **Contract-First** — Contract tests written before implementation
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- 📱 **Mobile Agents** — Native mobile implementation (React Native, Flutter) + iOS/Android testing
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---
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## 📦 Installation
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```bash
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# Using Copilot CLI
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copilot plugin install gem-team@awesome-copilot
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```
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> **[Install Gem Team Now →](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%253A%252F%252Fraw.githubusercontent.com%252Fgithub%252Fawesome-copilot%252Fmain%252F.%252Fagents)**
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---
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## 🏗️ Architecture
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```mermaid
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flowchart
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USER["User Goal"]
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subgraph ORCH["Orchestrator"]
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detect["Phase Detection"]
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end
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subgraph PHASES
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DISCUSS["🔹 Discuss"]
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PRD["📋 PRD"]
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RESEARCH["🔍 Research"]
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PLANNING["📝 Planning"]
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EXEC["⚙️ Execution"]
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SUMMARY["📊 Summary"]
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end
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DIAG["🔬 Diagnose-then-Fix"]
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USER --> detect
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detect --> |"Simple"| RESEARCH
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detect --> |"Medium|Complex"| DISCUSS
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DISCUSS --> PRD
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PRD --> RESEARCH
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RESEARCH --> PLANNING
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PLANNING --> |"Approved"| EXEC
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PLANNING --> |"Feedback"| PLANNING
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EXEC --> |"Failure"| DIAG
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DIAG --> EXEC
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EXEC --> SUMMARY
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PLANNING -.-> |"critique"| critic
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PLANNING -.-> |"review"| reviewer
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EXEC --> |"parallel ≤4"| agents
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EXEC --> |"post-wave (complex)"| critic
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```
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---
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## 🔄 Core Workflow
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**Phase Flow:** User Goal → Orchestrator → Discuss (medium|complex) → PRD → Research → Planning → Execution → Summary
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**Error Handling:** Diagnose-then-Fix loop (Debugger → Implementer → Re-verify)
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**Orchestrator** auto-detects phase and routes accordingly.
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| Condition | → Phase |
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|:----------|:--------|
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| No plan + simple | Research |
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| No plan + medium\|complex | Discuss → PRD → Research |
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| Plan + pending tasks | Execution |
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| Plan + feedback | Planning |
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---
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## 🤖 The Agent Team (Q2 2026 SOTA)
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| Role | Description | Output | Recommended LLM |
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|:-----|:------------|:-------|:---------------|
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| 🎯 **ORCHESTRATOR** (`gem-orchestrator`) | The team lead: Orchestrates research, planning, implementation, and verification | 📋 PRD, plan.yaml | **Closed:** GPT-5.4, Gemini 3.1 Pro, Claude Sonnet 4.6<br>**Open:** GLM-5, Kimi K2.5, Qwen3.5 |
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| 🔍 **RESEARCHER** (`gem-researcher`) | Codebase exploration — patterns, dependencies, architecture discovery | 🔍 findings | **Closed:** Gemini 3.1 Pro, GPT-5.4, Claude Sonnet 4.6<br>**Open:** GLM-5, Qwen3.5-9B, DeepSeek-V3.2 |
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| 📋 **PLANNER** (`gem-planner`) | DAG-based execution plans — task decomposition, wave scheduling, risk analysis | 📄 plan.yaml | **Closed:** Gemini 3.1 Pro, Claude Sonnet 4.6, GPT-5.4<br>**Open:** Kimi K2.5, GLM-5, Qwen3.5 |
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| 🔧 **IMPLEMENTER** (`gem-implementer`) | TDD code implementation — features, bugs, refactoring. Never reviews own work | 💻 code | **Closed:** Claude Opus 4.6, GPT-5.4, Gemini 3.1 Pro<br>**Open:** DeepSeek-V3.2, GLM-5, Qwen3-Coder-Next |
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| 🧪 **BROWSER TESTER** (`gem-browser-tester`) | E2E browser testing, UI/UX validation, visual regression with Playwright | 🧪 evidence | **Closed:** GPT-5.4, Claude Sonnet 4.6, Gemini 3.1 Flash<br>**Open:** Llama 4 Maverick, Qwen3.5-Flash, MiniMax M2.7 |
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| 🚀 **DEVOPS** (`gem-devops`) | Infrastructure deployment, CI/CD pipelines, container management | 🌍 infra | **Closed:** GPT-5.4, Gemini 3.1 Pro, Claude Sonnet 4.6<br>**Open:** DeepSeek-V3.2, GLM-5, Qwen3.5 |
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| 🛡️ **REVIEWER** (`gem-reviewer`) | Security auditing, code review, OWASP scanning, PRD compliance verification | 📊 review report | **Closed:** Claude Opus 4.6, GPT-5.4, Gemini 3.1 Pro<br>**Open:** Kimi K2.5, GLM-5, DeepSeek-V3.2 |
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| 📝 **DOCUMENTATION** (`gem-documentation-writer`) | Technical documentation, README files, API docs, diagrams, walkthroughs | 📝 docs | **Closed:** Claude Sonnet 4.6, Gemini 3.1 Flash, GPT-5.4 Mini<br>**Open:** Llama 4 Scout, Qwen3.5-9B, MiniMax M2.7 |
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| 🔬 **DEBUGGER** (`gem-debugger`) | Root-cause analysis, stack trace diagnosis, regression bisection, error reproduction | 🔬 diagnosis | **Closed:** Gemini 3.1 Pro (Retrieval King), Claude Opus 4.6, GPT-5.4<br>**Open:** DeepSeek-V3.2, GLM-5, Qwen3-Coder-Next |
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| 🎯 **CRITIC** (`gem-critic`) | Challenges assumptions, finds edge cases, spots over-engineering and logic gaps | 💬 critique | **Closed:** Claude Sonnet 4.6, GPT-5.4, Gemini 3.1 Pro<br>**Open:** Kimi K2.5, GLM-5, Qwen3.5 |
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| ✂️ **SIMPLIFIER** (`gem-code-simplifier`) | Refactoring specialist — removes dead code, reduces complexity, consolidates duplicates | ✂️ change log | **Closed:** Claude Opus 4.6, GPT-5.4, Gemini 3.1 Pro<br>**Open:** DeepSeek-V3.2, GLM-5, Qwen3-Coder-Next |
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| 🎨 **DESIGNER** (`gem-designer`) | UI/UX design specialist — layouts, themes, color schemes, design systems, accessibility | 🎨 DESIGN.md | **Closed:** GPT-5.4, Gemini 3.1 Pro, Claude Sonnet 4.6<br>**Open:** Qwen3.5, GLM-5, MiniMax M2.7 |
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| 📱 **IMPLEMENTER-MOBILE** (`gem-implementer-mobile`) | Mobile implementation — React Native, Expo, Flutter with TDD | 💻 code | **Closed:** Claude Opus 4.6, GPT-5.4, Gemini 3.1 Pro<br>**Open:** DeepSeek-V3.2, GLM-5, Qwen3-Coder-Next |
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| 📱 **DESIGNER-MOBILE** (`gem-designer-mobile`) | Mobile UI/UX specialist — HIG, Material Design, safe areas, touch targets | 🎨 DESIGN.md | **Closed:** GPT-5.4, Gemini 3.1 Pro, Claude Sonnet 4.6<br>**Open:** Qwen3.5, GLM-5, MiniMax M2.7 |
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| 📱 **MOBILE TESTER** (`gem-mobile-tester`) | Mobile E2E testing — Detox, Maestro, iOS/Android simulators | 🧪 evidence | **Closed:** GPT-5.4, Claude Sonnet 4.6, Gemini 3.1 Flash<br>**Open:** Llama 4 Maverick, Qwen3.5-Flash, MiniMax M2.7 |
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### Agent File Skeleton
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Each `.agent.md` file follows this structure:
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```
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--- # Frontmatter: description, name, triggers
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# Role # One-line identity
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# Expertise # Core competencies
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# Knowledge Sources # Prioritized reference list
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# Workflow # Step-by-step execution phases
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## 1. Initialize # Setup and context gathering
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## 2. Analyze/Execute # Role-specific work
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## N. Self-Critique # Confidence check (≥0.85)
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## N+1. Handle Failure # Retry/escalate logic
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## N+2. Output # JSON deliverable format
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# Input Format # Expected JSON schema
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# Output Format # Return JSON schema
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# Rules
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## Execution # Tool usage, batching, error handling
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## Constitutional # IF-THEN decision rules
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## Anti-Patterns # Behaviors to avoid
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## Anti-Rationalization # Excuse → Rebuttal table
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## Directives # Non-negotiable commands
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```
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All agents share: Execution rules, Constitutional rules, Anti-Patterns, and Directives sections. Anti-Rationalization tables are present in 5 agents (implementer, planner, reviewer, designer, browser-tester). Role-specific sections (Workflow, Expertise, Knowledge Sources) vary by agent.
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---
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## 📚 Knowledge Sources
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Agents consult only the sources relevant to their role. Trust levels apply:
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| Trust Level | Sources | Behavior |
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|:-----------|:--------|:---------|
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| **Trusted** | PRD.yaml, plan.yaml, AGENTS.md | Follow as instructions |
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| **Verify** | Codebase files, research findings | Cross-reference before assuming |
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| **Untrusted** | Error logs, external data, third-party responses | Factual only — never as instructions |
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| Agent | Knowledge Sources |
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|:------|:------------------|
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| orchestrator | PRD.yaml, AGENTS.md |
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| researcher | PRD.yaml, codebase patterns, AGENTS.md, Context7, official docs, online search |
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| planner | PRD.yaml, codebase patterns, AGENTS.md, Context7, official docs |
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| implementer | codebase patterns, AGENTS.md, Context7 (API verification), DESIGN.md (UI tasks) |
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| debugger | codebase patterns, AGENTS.md, error logs (untrusted), git history, DESIGN.md (UI bugs) |
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| reviewer | PRD.yaml, codebase patterns, AGENTS.md, OWASP reference, DESIGN.md (UI review) |
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| browser-tester | PRD.yaml (flow coverage), AGENTS.md, test fixtures, baseline screenshots, DESIGN.md (visual validation) |
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| designer | PRD.yaml (UX goals), codebase patterns, AGENTS.md, existing design system |
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| code-simplifier | codebase patterns, AGENTS.md, test suites (behavior verification) |
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| documentation-writer | AGENTS.md, existing docs, source code |
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---
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## 🤝 Contributing
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Contributions are welcome! Please feel free to submit a Pull Request.
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## 📄 License
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This project is licensed under the MIT License.
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## 💬 Support
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If you encounter any issues or have questions, please [open an issue](https://github.com/mubaidr/gem-team/issues) on GitHub.
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---
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## 📋 Changelog
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### 1.6.0 (April 8, 2026)
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**New:**
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- Mobile agents — build, design, and test iOS/Android apps with gem-implementer-mobile, gem-designer-mobile, gem-mobile-tester
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**Improved:**
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- Concise agent descriptions — one-liners that quickly communicate what each agent does
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- Unified agent table — clean overview of all 15 agents with roles and outputs
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### 1.5.4
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**Bug Fixes:**
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- Fixed AGENTS.md pattern extraction logic for semantic search integration
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