feat: add quantgroup ECC bundle

.agents/skills/quantgroup/SKILL.md

@@ -0,0 +1,81 @@
+```markdown
+# quantgroup Development Patterns
+
+> Auto-generated skill from repository analysis
+
+## Overview
+This skill teaches the core development patterns and conventions used in the `quantgroup` TypeScript codebase. It covers file naming, import/export styles, test patterns, and provides step-by-step workflows for common tasks. By following these guidelines, you can contribute code that is consistent with the existing repository style.
+
+## Coding Conventions
+
+### File Naming
+- Use **PascalCase** for all file names.
+  - Example: `MyModule.ts`, `UserService.ts`
+
+### Import Style
+- Use **relative imports** for referencing other modules within the project.
+  - Example:
+    ```typescript
+    import { SomeUtil } from './SomeUtil';
+    ```
+
+### Export Style
+- Use **named exports** for all modules.
+  - Example:
+    ```typescript
+    // In MyModule.ts
+    export function myFunction() { ... }
+    export const MY_CONST = 42;
+
+    // In another file
+    import { myFunction, MY_CONST } from './MyModule';
+    ```
+
+### Commit Message Patterns
+- Commit messages are **freeform**, with no enforced prefix.
+- Average commit message length is about 62 characters.
+
+## Workflows
+
+### Adding a New Module
+**Trigger:** When you need to add a new feature or utility.
+**Command:** `/add-module`
+
+1. Create a new file using PascalCase, e.g., `NewFeature.ts`.
+2. Implement your logic using named exports.
+3. Use relative imports to include dependencies.
+4. Write corresponding tests in a file named `NewFeature.test.ts`.
+5. Commit your changes with a clear, descriptive message.
+
+### Updating an Existing Module
+**Trigger:** When modifying or extending existing functionality.
+**Command:** `/update-module`
+
+1. Locate the module file (e.g., `ExistingFeature.ts`).
+2. Make your changes using named exports.
+3. Update or add tests in the corresponding `*.test.ts` file.
+4. Commit your changes with a descriptive message.
+
+### Writing Tests
+**Trigger:** When adding or updating functionality.
+**Command:** `/write-test`
+
+1. Create or update a test file named `ModuleName.test.ts`.
+2. Implement test cases for each exported function or constant.
+3. Use the project's preferred (unknown) testing framework.
+4. Run tests to ensure correctness.
+
+## Testing Patterns
+
+- Test files are named with the pattern `*.test.ts`, matching the module they test.
+  - Example: `MyModule.test.ts` tests `MyModule.ts`.
+- The specific testing framework is not detected; follow existing patterns in the repository.
+- Place test files alongside or near their corresponding modules.
+
+## Commands
+| Command         | Purpose                                      |
+|-----------------|----------------------------------------------|
+| /add-module     | Start workflow for adding a new module       |
+| /update-module  | Start workflow for updating a module         |
+| /write-test     | Start workflow for writing or updating tests |
+```

.agents/skills/quantgroup/agents/openai.yaml

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+interface:
+  display_name: "Quantgroup"
+  short_description: "Repo-specific patterns and workflows for quantgroup"
+  default_prompt: "Use the quantgroup repo skill to follow existing architecture, testing, and workflow conventions."
+policy:
+  allow_implicit_invocation: true

.claude/ecc-tools.json

@@ -0,0 +1,243 @@
+{
+  "version": "1.3",
+  "schemaVersion": "1.0",
+  "generatedBy": "ecc-tools",
+  "generatedAt": "2026-06-08T05:54:43.935Z",
+  "repo": "https://github.com/0xSoftBoi/quantgroup",
+  "referenceSetReadiness": {
+    "score": 14,
+    "present": 1,
+    "total": 7,
+    "items": [
+      {
+        "id": "deep-analyzer-corpus",
+        "label": "Deep analyzer corpus",
+        "status": "missing",
+        "evidence": [],
+        "recommendation": "Add analyzer fixture, golden, benchmark, or reference-set files that can catch analyzer regressions."
+      },
+      {
+        "id": "rag-evaluator",
+        "label": "RAG/evaluator comparison",
+        "status": "missing",
+        "evidence": [],
+        "recommendation": "Add retrieval or evaluator reference-set comparison fixtures with expected ranking behavior."
+      },
+      {
+        "id": "pr-salvage",
+        "label": "PR salvage/review corpus",
+        "status": "missing",
+        "evidence": [],
+        "recommendation": "Add stale-PR, review-thread, reopen-flow, or salvage reference cases for queue cleanup automation."
+      },
+      {
+        "id": "discussion-triage",
+        "label": "Discussion triage corpus",
+        "status": "missing",
+        "evidence": [],
+        "recommendation": "Add public discussion triage fixtures, golden cases, or reference sets for informational, answered, and no-response classifications."
+      },
+      {
+        "id": "harness-compatibility",
+        "label": "Harness compatibility",
+        "status": "missing",
+        "evidence": [],
+        "recommendation": "Add cross-harness, adapter-compliance, or harness-audit evidence for Claude, Codex, OpenCode, Zed, dmux, and agent surfaces."
+      },
+      {
+        "id": "security-evidence",
+        "label": "Security evidence",
+        "status": "present",
+        "evidence": [
+          "SECURITY.md"
+        ],
+        "recommendation": "Attach security evidence such as SBOMs, SARIF, audit reports, or AgentShield evidence packs."
+      },
+      {
+        "id": "ci-failure-mode",
+        "label": "CI failure-mode evidence",
+        "status": "missing",
+        "evidence": [],
+        "recommendation": "Add captured CI failure logs, dry-run fixtures, or troubleshooting docs for common workflow failure modes."
+      }
+    ]
+  },
+  "profiles": {
+    "requested": "developer",
+    "recommended": "developer",
+    "effective": "developer",
+    "requestedAlias": "developer",
+    "recommendedAlias": "developer",
+    "effectiveAlias": "developer"
+  },
+  "requestedProfile": "developer",
+  "profile": "developer",
+  "recommendedProfile": "developer",
+  "effectiveProfile": "developer",
+  "tier": "free",
+  "requestedComponents": [
+    "repo-baseline",
+    "workflow-automation"
+  ],
+  "selectedComponents": [
+    "repo-baseline",
+    "workflow-automation"
+  ],
+  "requestedAddComponents": [],
+  "requestedRemoveComponents": [],
+  "blockedRemovalComponents": [],
+  "tierFilteredComponents": [],
+  "requestedRootPackages": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "selectedRootPackages": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "requestedPackages": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "requestedAddPackages": [],
+  "requestedRemovePackages": [],
+  "selectedPackages": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "packages": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "blockedRemovalPackages": [],
+  "tierFilteredRootPackages": [],
+  "tierFilteredPackages": [],
+  "conflictingPackages": [],
+  "dependencyGraph": {
+    "runtime-core": [],
+    "workflow-pack": [
+      "runtime-core"
+    ]
+  },
+  "resolutionOrder": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "requestedModules": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "selectedModules": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "modules": [
+    "runtime-core",
+    "workflow-pack"
+  ],
+  "managedFiles": [
+    ".claude/skills/quantgroup/SKILL.md",
+    ".agents/skills/quantgroup/SKILL.md",
+    ".agents/skills/quantgroup/agents/openai.yaml",
+    ".claude/identity.json",
+    ".codex/config.toml",
+    ".codex/AGENTS.md",
+    ".codex/agents/explorer.toml",
+    ".codex/agents/reviewer.toml",
+    ".codex/agents/docs-researcher.toml",
+    ".claude/homunculus/instincts/inherited/quantgroup-instincts.yaml"
+  ],
+  "packageFiles": {
+    "runtime-core": [
+      ".claude/skills/quantgroup/SKILL.md",
+      ".agents/skills/quantgroup/SKILL.md",
+      ".agents/skills/quantgroup/agents/openai.yaml",
+      ".claude/identity.json",
+      ".codex/config.toml",
+      ".codex/AGENTS.md",
+      ".codex/agents/explorer.toml",
+      ".codex/agents/reviewer.toml",
+      ".codex/agents/docs-researcher.toml",
+      ".claude/homunculus/instincts/inherited/quantgroup-instincts.yaml"
+    ]
+  },
+  "moduleFiles": {
+    "runtime-core": [
+      ".claude/skills/quantgroup/SKILL.md",
+      ".agents/skills/quantgroup/SKILL.md",
+      ".agents/skills/quantgroup/agents/openai.yaml",
+      ".claude/identity.json",
+      ".codex/config.toml",
+      ".codex/AGENTS.md",
+      ".codex/agents/explorer.toml",
+      ".codex/agents/reviewer.toml",
+      ".codex/agents/docs-researcher.toml",
+      ".claude/homunculus/instincts/inherited/quantgroup-instincts.yaml"
+    ]
+  },
+  "files": [
+    {
+      "moduleId": "runtime-core",
+      "path": ".claude/skills/quantgroup/SKILL.md",
+      "description": "Repository-specific Claude Code skill generated from git history."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".agents/skills/quantgroup/SKILL.md",
+      "description": "Codex-facing copy of the generated repository skill."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".agents/skills/quantgroup/agents/openai.yaml",
+      "description": "Codex skill metadata so the repo skill appears cleanly in the skill interface."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".claude/identity.json",
+      "description": "Suggested identity.json baseline derived from repository conventions."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".codex/config.toml",
+      "description": "Repo-local Codex MCP and multi-agent baseline aligned with ECC defaults."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".codex/AGENTS.md",
+      "description": "Codex usage guide that points at the generated repo skill and workflow bundle."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".codex/agents/explorer.toml",
+      "description": "Read-only explorer role config for Codex multi-agent work."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".codex/agents/reviewer.toml",
+      "description": "Read-only reviewer role config focused on correctness and security."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".codex/agents/docs-researcher.toml",
+      "description": "Read-only docs researcher role config for API verification."
+    },
+    {
+      "moduleId": "runtime-core",
+      "path": ".claude/homunculus/instincts/inherited/quantgroup-instincts.yaml",
+      "description": "Continuous-learning instincts derived from repository patterns."
+    }
+  ],
+  "workflows": [],
+  "adapters": {
+    "claudeCode": {
+      "skillPath": ".claude/skills/quantgroup/SKILL.md",
+      "identityPath": ".claude/identity.json",
+      "commandPaths": []
+    },
+    "codex": {
+      "configPath": ".codex/config.toml",
+      "agentsGuidePath": ".codex/AGENTS.md",
+      "skillPath": ".agents/skills/quantgroup/SKILL.md"
+    }
+  }
+}