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feat: add machine learning engineering workflow
(cherry picked from commit 4b0eeacd66b2f65b7b11d7f2c8bef056c50b08e4)
This commit is contained in:
Divyesh Thirukonda
committed by
Affaan Mustafa
Affaan Mustafa
parent
54efa1a150
commit
240d52d27f
24
README.md
24
README.md
@@ -89,7 +89,7 @@ This repo is the raw code only. The guides explain everything.
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### v2.0.0-rc.1 — Surface Refresh, Operator Workflows, and ECC 2.0 Alpha (Apr 2026)
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- **Dashboard GUI** — New Tkinter-based desktop application (`ecc_dashboard.py` or `npm run dashboard`) with dark/light theme toggle, font customization, and project logo in header and taskbar.
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- **Public surface synced to the live repo** — metadata, catalog counts, plugin manifests, and install-facing docs now match the actual OSS surface: 53 agents, 203 skills, and 69 legacy command shims.
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- **Public surface synced to the live repo** — metadata, catalog counts, plugin manifests, and install-facing docs now match the actual OSS surface: 54 agents, 204 skills, and 69 legacy command shims.
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- **Operator and outbound workflow expansion** — `brand-voice`, `social-graph-ranker`, `connections-optimizer`, `customer-billing-ops`, `ecc-tools-cost-audit`, `google-workspace-ops`, `project-flow-ops`, and `workspace-surface-audit` round out the operator lane.
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- **Media and launch tooling** — `manim-video`, `remotion-video-creation`, and upgraded social publishing surfaces make technical explainers and launch content part of the same system.
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- **Framework and product surface growth** — `nestjs-patterns`, richer Codex/OpenCode install surfaces, and expanded cross-harness packaging keep the repo usable beyond Claude Code alone.
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@@ -218,6 +218,13 @@ npx ecc consult "security reviews" --target claude
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It returns matching components, related profiles, and preview/install commands. Use the preview command before installing if you want to inspect the exact file plan.
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For production ML/MLOps workflows, keep the install opt-in and component-scoped:
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```bash
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npx ecc consult "mlops training model deployment" --target claude
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npx ecc install --profile minimal --target claude --with capability:machine-learning
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```
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### Step 1: Install the Plugin (Recommended)
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> NOTE: The plugin is convenient, but the OSS installer below is still the most reliable path if your Claude Code build has trouble resolving self-hosted marketplace entries.
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@@ -351,7 +358,7 @@ If you stacked methods, clean up in this order:
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/plugin list ecc@ecc
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```
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**That's it!** You now have access to 53 agents, 203 skills, and 69 legacy command shims.
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**That's it!** You now have access to 54 agents, 204 skills, and 69 legacy command shims.
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### Dashboard GUI
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@@ -449,7 +456,7 @@ everything-claude-code/
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| |-- plugin.json # Plugin metadata and component paths
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| |-- marketplace.json # Marketplace catalog for /plugin marketplace add
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|-- agents/ # 53 specialized subagents for delegation
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|-- agents/ # 54 specialized subagents for delegation
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| |-- planner.md # Feature implementation planning
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| |-- architect.md # System design decisions
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| |-- tdd-guide.md # Test-driven development
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@@ -477,6 +484,7 @@ everything-claude-code/
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| |-- rust-reviewer.md # Rust code review
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| |-- rust-build-resolver.md # Rust build error resolution
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| |-- pytorch-build-resolver.md # PyTorch/CUDA training errors
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| |-- mle-reviewer.md # Production ML pipeline, eval, serving, and monitoring review
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|-- skills/ # Workflow definitions and domain knowledge
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| |-- coding-standards/ # Language best practices
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@@ -538,6 +546,7 @@ everything-claude-code/
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| |-- liquid-glass-design/ # iOS 26 Liquid Glass design system (NEW)
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| |-- foundation-models-on-device/ # Apple on-device LLM with FoundationModels (NEW)
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| |-- swift-concurrency-6-2/ # Swift 6.2 Approachable Concurrency (NEW)
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| |-- mle-workflow/ # Production ML data contracts, evals, deployment, monitoring (NEW)
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| |-- perl-patterns/ # Modern Perl 5.36+ idioms and best practices (NEW)
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| |-- perl-security/ # Perl security patterns, taint mode, safe I/O (NEW)
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| |-- perl-testing/ # Perl TDD with Test2::V0, prove, Devel::Cover (NEW)
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@@ -975,6 +984,7 @@ Not sure where to start? Use this quick reference. Skills are the canonical work
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| Review Python code | `/python-review` | python-reviewer |
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| Review TypeScript/JavaScript code | *(invoke `typescript-reviewer` directly)* | typescript-reviewer |
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| Audit database queries | *(auto-delegated)* | database-reviewer |
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| Review production ML changes | `mle-workflow` skill + `mle-reviewer` agent | mle-reviewer |
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### Common Workflows
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@@ -1339,9 +1349,9 @@ The configuration is automatically detected from `.opencode/opencode.json`.
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| Feature | Claude Code | OpenCode | Status |
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|---------|-------------|----------|--------|
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| Agents | PASS: 53 agents | PASS: 12 agents | **Claude Code leads** |
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| Agents | PASS: 54 agents | PASS: 12 agents | **Claude Code leads** |
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| Commands | PASS: 69 commands | PASS: 31 commands | **Claude Code leads** |
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| Skills | PASS: 203 skills | PASS: 37 skills | **Claude Code leads** |
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| Skills | PASS: 204 skills | PASS: 37 skills | **Claude Code leads** |
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| Hooks | PASS: 8 event types | PASS: 11 events | **OpenCode has more!** |
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| Rules | PASS: 29 rules | PASS: 13 instructions | **Claude Code leads** |
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| MCP Servers | PASS: 14 servers | PASS: Full | **Full parity** |
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@@ -1444,9 +1454,9 @@ ECC is the **first plugin to maximize every major AI coding tool**. Here's how e
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| Feature | Claude Code | Cursor IDE | Codex CLI | OpenCode |
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|---------|------------|------------|-----------|----------|
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| **Agents** | 53 | Shared (AGENTS.md) | Shared (AGENTS.md) | 12 |
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| **Agents** | 54 | Shared (AGENTS.md) | Shared (AGENTS.md) | 12 |
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| **Commands** | 69 | Shared | Instruction-based | 31 |
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| **Skills** | 203 | Shared | 10 (native format) | 37 |
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| **Skills** | 204 | Shared | 10 (native format) | 37 |
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| **Hook Events** | 8 types | 15 types | None yet | 11 types |
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| **Hook Scripts** | 20+ scripts | 16 scripts (DRY adapter) | N/A | Plugin hooks |
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| **Rules** | 34 (common + lang) | 34 (YAML frontmatter) | Instruction-based | 13 instructions |
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