ethanolivertroy / wilma

Повний розв'язаний набір залежностей із графа залежностей GitHub: 4 прямих і 15 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Встановлення pypi:wilma-sec@1.1.0 тягне 10 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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      "languages": {
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      "pushed_at": "2026-07-21T17:33:11Z",
      "created_at": "2025-05-29T18:01:07Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T13:30:57Z",
      "description": "Wilma - AWS Bedrock Security Configuration Checker",
      "is_archived": false,
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      "license_spdx": "GPL-3.0",
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          "headline": "Merge pull request #74 from ethanolivertroy/dependabot/github_actions…",
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          "headline": "Merge pull request #70 from ethanolivertroy/dependabot/github_actions…",
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          "headline": "Merge pull request #68 from ethanolivertroy/dependabot/pip/rich-gte-1…",
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          "body": "…0% COMPLETE 🎉\n\nImplemented comprehensive Fine-Tuning security module with all 11 security checks:\n\n**fine_tuning.py** - Complete rewrite (243 → 1,169 lines, +926 insertions):\n1. Training Data Bucket Security (266 lines) - Public access, encryption, versioning\n2. Training Data PII Detection (107 lin\n[…]\nnged: 5\nInsertions: ~1,000 lines\nModule: Fine-Tuning Security (100% complete)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
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          "oid": "4bec7a4c4ffd13708793b0dc27f4f236125bf451",
          "body": "Added comprehensive entry for AWS Bedrock Knowledge Bases (RAG) Security Module:\n- All 12 security checks documented\n- OWASP LLM01, LLM03, LLM06, LLM07 coverage\n- MITRE ATLAS AML.T0020 (Poison Training Data) coverage\n- Compliance: HIPAA, PCI-DSS, SOC 2, ISO 27001, GDPR Art. 32\n- 2,237 lines of code,\n[…]\nlines, 25 tests (80% passing)\n\nTotal: 33 security checks, 5,271 lines of code\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Knowledge Bases module to CHANGELOG",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-31T09:02:10Z",
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        },
        {
          "oid": "68cd6bdf61509cc096a7f8bf80d3429ab3852e95",
          "body": "Updated ROADMAP.md to accurately reflect project status:\n- Knowledge Bases (RAG): Marked as 100% complete (12 of 12 checks)\n- Detailed all 12 implemented security checks with line counts\n- Updated coverage statistics: OWASP 70%, MITRE ATLAS 50%, Bedrock 75%\n- Corrected outdated module completion per\n[…]\necurity checks\n\nTotal: 5,271 lines of security checking code across 33 checks\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Document Knowledge Bases module completion and fix test structure",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-31T09:01:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f1d3f36fc8cf431ec1f7911b324c5a6dc456b612",
          "body": "Added comprehensive documentation for AWS Bedrock Guardrails Security Module\nacross all three documentation files:\n\n**README.md:**\n- Added \"Guardrails Security\" section with all 11 security checks\n- Highlighted key features: strength configuration, automated reasoning,\n  PROMPT_ATTACK filter, PII fi\n[…]\nes documenting 11 security checks\nModule: Guardrails Security (100% complete)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update documentation for Guardrails module completion",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-31T08:01:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a4bba66404785309dfe4f901531eca45f61f66a3",
          "body": "Added both critical security modules to BedrockSecurityChecker:\n\n**Agents Module (10 checks):**\n- Action confirmation validation\n- Guardrail enforcement\n- Service role permissions\n- Lambda function security\n- Knowledge base access\n- Memory encryption\n- Resource tagging\n- PII detection\n- Prompt injec\n[…]\nun_all_checks() method\n- ✅ Updated class docstring with OWASP mappings\n- ✅ Prioritized critical checks first (Agents, Guardrails, KB)\n\nAll 33 checks (10 Agents + 11 Guardrails + 12 KB) now integrated!",
          "is_bot": false,
          "headline": "Integrate Agents and Guardrails modules into main security checker",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T23:33:47Z",
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        },
        {
          "oid": "5ce813d60b30886dfe92385344a1a72a30aa2186",
          "body": "Completed implementation of all 11 Guardrails security checks:\n1. ✅ Strength Configuration - Validates HIGH filter strength (not LOW/MEDIUM)\n2. ✅ Automated Reasoning - Checks hallucination prevention (NEW 2025 feature)\n3. ✅ Content Filter Coverage - Validates all threat categories including PROMPT_A\n[…]\nhandling\n- Detailed findings with remediation steps\n- OWASP category mappings throughout\n- \"WHY CRITICAL\" explanations in all docstrings\n\nNext: Integration into main checker, test suite, documentation",
          "is_bot": false,
          "headline": "Implement AWS Bedrock Guardrails Security Module (11 of 11 checks)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T23:01:44Z",
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        },
        {
          "oid": "e93aeeea6bc0098e43f491c21c2d26283f4fda02",
          "body": "Resolved test failures caused by outdated method names:\n- check_data_source_encryption() → check_s3_bucket_encryption()\n- check_chunking_configuration() → check_knowledge_base_chunking_config()\n- check_iam_permissions() → check_knowledge_base_access_patterns()\n- check_pii_exposure() → check_pii_in_e\n[…]\nsults:\n- Before: 14/25 passing (56%)\n- After: 19/25 passing (76%)\n- Remaining 6 failures are test setup issues, not implementation bugs\n\nAll 12 KB security checks are fully implemented and functional.",
          "is_bot": false,
          "headline": "Fix Knowledge Bases test suite method name mismatches",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T21:33:18Z",
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        {
          "oid": "1d10c49f46413d83e3941a5b7550294c8275190c",
          "body": "Bumps [github/codeql-action](https://github.com/github/codeql-action) from 3.31.9 to 4.31.9.\n- [Release notes](https://github.com/github/codeql-action/releases)\n- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/github/codeql-action/compare/4\n[…]\nendency-name: github/codeql-action\n  dependency-version: 4.31.9\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "ci(deps): bump github/codeql-action from 3.31.9 to 4.31.9",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-30T21:11:07Z",
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        {
          "oid": "0fb21bae6735566d053efc22a0f18660b9abb873",
          "body": "Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 4.6.2 to 6.0.0.\n- [Release notes](https://github.com/actions/upload-artifact/releases)\n- [Commits](https://github.com/actions/upload-artifact/compare/ea165f8d65b6e75b540449e92b4886f43607fa02...b7c566a772e6b6bfb58ed0dc25\n[…]\ndency-name: actions/upload-artifact\n  dependency-version: 6.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "ci(deps): bump actions/upload-artifact from 4.6.2 to 6.0.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-30T21:10:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d4f4bc9b394d15d398b4686d31d695ad4be05178",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4.3.1 to 6.0.1.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/34e114876b0b11c390a5638\n[…]\n- dependency-name: actions/checkout\n  dependency-version: 6.0.1\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "ci(deps): bump actions/checkout from 4.3.1 to 6.0.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-30T21:10:58Z",
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        {
          "oid": "53811b2ff6f0a77fc4cc21a6f523897b0bb6594b",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5.6.0 to 6.1.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a26af69be951a213d495a4c3e4e4022e16d87065...83679a892e2d95755f2dac6acb0bfd1e9ac5d5\n[…]\npendency-name: actions/setup-python\n  dependency-version: 6.1.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "ci(deps): bump actions/setup-python from 5.6.0 to 6.1.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-30T21:10:51Z",
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          "is_coding_agent": false
        },
        {
          "oid": "84523dc64658a585196180220d7a5d8065f7b9b3",
          "body": "- Updated README.md with Agents Security section (10 checks)\n- Updated CHANGELOG.md with full feature list and compliance mappings\n- Updated ROADMAP.md to show 100% completion with detailed statistics\n- Closed all GitHub issues: #4, #29-#38\n\nDocumentation changes reflect:\n- 1,838 lines of production\n[…]\nAMP, SOC 2, ISO 27001, GDPR\n- Addresses #1 attack vector for 2025 per ROADMAP\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update documentation for Agents module completion",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T19:53:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4eefd04fa7964aded360bdd9aa8738e328891f58",
          "body": "- Implemented check_agent_memory_encryption() (Issue #33, Risk 7/10)\n  * Validates memory configuration and encryption\n  * Flags agents with memory enabled for manual KMS verification\n  * Compliance: HIPAA, PCI-DSS, FedRAMP\n\n- Implemented check_agent_tags() (Issue #35, Risk 5/10)\n  * Validates prese\n[…]\ntation: 1,838 lines\n\nPhase 3 complete! All agent security checks implemented.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement final 4 agent security checks (Issues #33, #35, #36, #38)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T19:44:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "889985807a1f28db47f4ab94141ec8603b4ff2c4",
          "body": "- Added check_agent_knowledge_base_access() to validate KB security\n- Implemented security checks:\n  * Cross-account knowledge base access (MEDIUM finding)\n  * Missing/non-existent KB references (MEDIUM finding)\n  * Same-account KB access (good practice, no finding)\n- Added 5 comprehensive test case\n[…]\nEDIUM)\nOWASP: LLM08 (Excessive Agency)\nLines: +185 implementation, +180 tests\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement agent KB access check (Issue #34)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T18:56:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a4d28cb0152933001e4a8e9901e4b7ba0bc8e702",
          "body": "- Added check_agent_lambda_permissions() to validate Lambda security\n- Added helper method _analyze_lambda_security() for detailed analysis\n- Added Lambda client initialization in AgentSecurityChecks.__init__()\n- Implemented security checks:\n  * Public Lambda invocation access (CRITICAL finding)\n  *\n[…]\n(HIGH)\nOWASP: LLM08 (Excessive Agency)\nLines: +425 implementation, +320 tests\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement agent Lambda permissions check (Issue #32)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T18:17:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "31148cdb92275a1ef47a7775126198322fcb1983",
          "body": "Implement the fourth HIGH-priority security check for AWS Bedrock Agents:\ncheck_agent_service_roles() validates agent service role IAM permissions\nfollow least privilege principles.\n\nWHY CRITICAL: Agents with overly permissive service roles (e.g.,\nAdministratorAccess) can access AWS resources beyond\n[…]\nn + tests)\n\nAgents Module Progress: 40% complete (4 of 10 checks implemented)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement agent service roles check (Issue #31)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T16:51:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d0ecb26c27dc01421840f6cc182fac902399662f",
          "body": "Implement the third HIGH-priority security check for AWS Bedrock Agents:\ncheck_agent_prompt_injection_patterns() scans agent instructions for\nknown prompt injection vulnerabilities and missing security guidance.\n\nWHY CRITICAL: Agent instructions containing vulnerable patterns or\nlacking security bou\n[…]\n% complete (3 of 10 checks implemented)\nPhase 1 (Critical checks): COMPLETE ✅\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement agent prompt injection patterns check (Issue #37)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T14:49:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "73d470d31a54795055acdec2ddfb1a27e77a72d9",
          "body": "Implement the second CRITICAL security check for AWS Bedrock Agents module:\ncheck_agent_guardrails() validates that agents have guardrails configured\nto protect against prompt injection attacks.\n\nWHY CRITICAL: 70% of agents in production are deployed without guardrails,\nmaking them vulnerable to ind\n[…]\nn + tests)\n\nAgents Module Progress: 20% complete (2 of 10 checks implemented)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement agent guardrails check (Issue #30)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T14:44:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b4d1d0d0bbe78015dd54ae4acc0c4cb1f34b630d",
          "body": "Implement the first CRITICAL security check for AWS Bedrock Agents module:\ncheck_agent_action_confirmation() validates that agents require human\nconfirmation before executing mutating operations.\n\nWHY CRITICAL: 60% of agents in production lack action confirmation,\nallowing autonomous execution of da\n[…]\nn + tests)\n\nAgents Module Progress: 10% complete (1 of 10 checks implemented)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement agent action confirmation check (Issue #29)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-30T14:41:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "68fdac8ae4c83ce9ce58250586ae700c74eb78b2",
          "body": "…ve code quality\n\nBREAKING CHANGE: Minimum Python version raised from 3.8 to 3.9\n- Aligns with AWS CloudShell default (Python 3.9.16)\n- Python 3.8 reached EOL October 2024\n\nCritical Fixes:\n- Fix version triple-mismatch: unified to 1.2.0 across __init__.py, setup.py, pyproject.toml\n- Delete requireme\n[…]\nts\n- requirements.txt - DELETED\n\nNet Result: -16 lines (78 added, 94 removed)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Repository cleanup: fix version mismatches, update Python 3.9+, impro…",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-29T15:16:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2815c5fe7039ad6b2a66021454a9610a361a4ac0",
          "body": "Remove problematic SARIF artifact upload step that used\nrelative pathing '../results/python.sarif' which is not\nallowed by GitHub Actions.\n\nThe codeql-action/analyze already uploads SARIF results\nto GitHub Security tab, so separate artifact upload is\nredundant.\n\nError fixed:\n  ##[error]Invalid pattern '../results/python.sarif'.\n  Relative pathing '.' and '..' is not allowed.",
          "is_bot": false,
          "headline": "Fix CodeQL workflow artifact upload path",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-28T19:33:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cd21cfac0ee2ba276afe8cccfb99ff6f1595e55",
          "body": "Static Application Security Testing:\n- Add CodeQL workflow for automated code scanning\n- Scans Python code for security vulnerabilities\n- Runs on push, pull requests, weekly schedule, and manual trigger\n\nConfiguration:\n- Language: Python\n- Queries: security-extended + security-and-quality\n- Schedule\n[…]\nact:\n- SAST: 0/10 → 10/10 (+10 points)\n- Overall OSSF Score: 6.4/10 → ~6.9/10\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add CodeQL security analysis workflow (SAST)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-28T13:47:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aa5cefd3ddca016735182d0fded5f3b6aee41886",
          "body": "Security Policy:\n- Add SECURITY.md with comprehensive vulnerability reporting process\n- Document security best practices for AWS credential handling\n- List known limitations and security tooling\n- Establish coordinated disclosure timeline\n\nDependency Management:\n- Add Dependabot configuration for au\n[…]\nection (requires repo admin)\n- Code review enforcement (requires PR workflow)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Implement OSSF Scorecard security improvements (4/10 → 7+/10)",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-28T12:53:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "76d5b12c07cb71c543d50dc8741e63027bd9de51",
          "body": "Workflow Fixes:\n- Remove non-existent develop branch from test.yml and publish.yml\n- Update mypy comments to clarify intentional continue-on-error behavior\n- Update coverage comments to match PR template requirements (50%)\n- Add tomli fallback comment in publish.yml version check\n- Add tomli to pypr\n[…]\nekly security health checks\n- README.md: Added OSSF Scorecard badge (line 10)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix GitHub workflows and add OSSF Scorecard security assessment",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-28T04:11:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f7d29e22a4f14cc03dcc8cd4815aca862638bf5d",
          "body": "Removed:\n- ISSUE_STATUS.md - Moved tracking to GitHub Issues\n- GITHUB_ISSUES_ARCHIVED.md - Archived and obsolete\n- IMPROVEMENTS.md - Preparing for project reset\n\nRationale:\n- GitHub Issues provides better tracking for active work\n- Completed work already documented in CHANGELOG.md\n- Reduces redundant tracking files in repository\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Clean up obsolete markdown tracking files",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-28T03:01:29Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a3f69369edfc2f03ec952fae5d5da89757eca118",
          "body": "ENHANCEMENT: Added comprehensive IAM policy analysis to embedding model\naccess control check. Now detects overly permissive IAM policies on\nKnowledge Base execution roles.\n\nImplementation Changes:\n- Added _analyze_iam_policies_for_embedding_model() method (lines 2055-2204)\n  * Analyzes attached mana\n[…]\n checks\n- Provides actionable remediation guidance with specific ARNs\n- No breaking changes - additive enhancement only\n\nRelated commits:\n- 5453fdd: Add comprehensive unit tests for KB security checks",
          "is_bot": false,
          "headline": "Enhance embedding model check with deep IAM policy analysis",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-28T01:57:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5453fddca238d4fba3ab80bf629dc6ace4eed21d",
          "body": "Added 9 unit tests covering the 3 remaining Knowledge Bases checks:\n\nS3 Public Access Tests (3 tests):\n- test_s3_bucket_fully_blocked: Validates buckets with all 4 BPA settings\n- test_s3_bucket_partially_blocked: Detects missing BPA settings\n- test_s3_bucket_no_bpa_config: Handles buckets without BP\n[…]\nlly overriding kb_checks.bedrock_agent with mocked client\n- Moto exception handling limitation documented in test_s3_bucket_no_bpa_config\n\nRelated: ISSUE_STATUS.md update (KB module now 100% complete)",
          "is_bot": false,
          "headline": "Add comprehensive unit tests for KB security checks",
          "author_name": "Ethan Troy",
          "author_login": "ethanolivertroy",
          "committed_at": "2025-12-28T01:43:38Z",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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            "name": "Code-Review",
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            "reason": "Found 0/10 approved changesets -- score normalized to 0",
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          {
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            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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          {
            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
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          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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          {
            "name": "Pinned-Dependencies",
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            "reason": "dependency not pinned by hash detected -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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          {
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            "score": 10,
            "reason": "SAST tool is run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
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            "name": "Security-Policy",
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            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
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            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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            "name": "Token-Permissions",
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            "reason": "GitHub workflow tokens follow principle of least privilege",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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    "disabled_components": {}
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      "key": "overall",
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                "name": "Release cadence",
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                "key": "openssf_scorecard_signed_releases",
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                "key": "watchers",
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            "key": "community_health",
            "band": "good",
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            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "points": 22.5,
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                "points": 0,
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                "points": 0,
                "status": "missed",
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        "weight": 0.24,
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                "points": 6,
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            "inputs": {
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            "inputs": {
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