aws / bedrock-agentcore-starter-toolkit

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

来自 GitHub 依赖图的完整解析依赖集合：23 个直接依赖与 119 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 142 个包，其中也包含从不交付的开发与测试版本固定：12 个存在已知公告，2 个为直接依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

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          "is_bot": false,
          "headline": "fix(ci): prevent script injection in GitHub Actions workflows (#525)",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
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          "is_bot": false,
          "headline": "fix(cli): re-emit deprecation recommendation after high-output comman…",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
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          "is_bot": false,
          "headline": "Revise CLI recommendation in README (#519)",
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        {
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          "is_bot": false,
          "headline": "feat(workflows): add closed-PR comment redirect (#517)",
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          "headline": "chore: replace all github.token/GITHUB_TOKEN with GitHub App token (#…",
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          "is_bot": true,
          "headline": "chore: bump version to 0.3.9 (#516)",
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          "is_bot": false,
          "headline": "fix(import-agent): create gateway Lambda before targets and handle st…",
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          "is_bot": true,
          "headline": "chore: bump version to 0.3.8 (#514)",
          "author_name": "github-actions[bot]",
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        },
        {
          "oid": "abeeb3e0ac7f29aff38865814afe4830ac90dd82",
          "body": "The bedrockagentcore-preview Discord vanity URL was abandoned and\nclaimed by an external party (V2208165288). Replace with the active\nstrands community link.",
          "is_bot": false,
          "headline": "fix: update Discord invite link to strands community (#512)",
          "author_name": "Jesse Turner",
          "author_login": "jesseturner21",
          "committed_at": "2026-05-11T21:32:57Z",
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          "body": "* chore: bump version to 0.3.7\n\nCo-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>\n\n* Fix duplicate entry in CHANGELOG for deprecation banner\n\nRemoved duplicate entry for the deprecation banner in CHANGELOG.\n\nSigned-off-by: Aidan Daly <99039782+aidandaly24@users.norep\n[…]\n9782+aidandaly24@users.noreply.github.com>\nCo-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>\nCo-authored-by: Aidan Daly <99039782+aidandaly24@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Release v0.3.7 (#511)",
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        },
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          "oid": "d0b36cebfd0110d2487369ccaa917a67a3246f9a",
          "body": "The AgentCore CLI import command is `agentcore import`, not\n`agentcore create import`.",
          "is_bot": false,
          "headline": "fix: correct import command in deprecation banner (#510)",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
          "committed_at": "2026-04-30T16:02:42Z",
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        },
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          "oid": "c17e3c96384140dc37cc37c48c56749f5910c07c",
          "body": "* fix: soften deprecation banner language and fix env var check\n\nUpdate the deprecation banner to use a more measured tone — recommend\nthe AgentCore CLI rather than stating the toolkit is no longer developed.\nAlso adds a hint about `agentcore create import` for migrating existing\nagents, and fixes t\n[…]\n minimal — just the recommendation and install command.\n\n* feat: add import/migrate hint to deprecation banner\n\n* fix: rename env var to AGENTCORE_SUPPRESS_RECOMMENDATION\n\n* style: fix ruff formatting",
          "is_bot": false,
          "headline": "fix: soften deprecation banner and fix env var check (#508)",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
          "committed_at": "2026-04-29T21:18:58Z",
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          "is_coding_agent": false
        },
        {
          "oid": "c7c836de3a42125c04680c7d8a4223d3cd2e5f74",
          "body": "Show a warning on every command invocation directing users to the\nAgentCore CLI (@aws/agentcore) as the actively developed replacement.\nThe banner prints to stderr so it doesn't interfere with piped output.\nSet AGENTCORE_SUPPRESS_DEPRECATION=1 to silence the warning.",
          "is_bot": false,
          "headline": "feat: add deprecation banner recommending AgentCore CLI (#507)",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
          "committed_at": "2026-04-29T18:59:33Z",
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        },
        {
          "oid": "419c267d208cf3dc761c27c2060c4e04d74f6b9d",
          "body": "…ery in direct-code-deploy (#506)\n\nTwo fixes for observability setup during agentcore deploy:\n\n1. _configure_trace_segment_destination() returned silently while the\n   destination was still PENDING (~10-15 min). Now logs a warning so\n   users know OTEL exports may fail until it becomes ACTIVE.\n\n2. T\n[…]\ned enable_transaction_search_if_needed()\n   but not enable_traces_delivery_for_runtime(), unlike the container path.\n   Runtime traces delivery was never configured for direct-code-deploy.\n\nFixes #457",
          "is_bot": false,
          "headline": "fix: log Transaction Search PENDING status + add missing traces deliv…",
          "author_name": "Hweinstock",
          "author_login": "Hweinstock",
          "committed_at": "2026-04-24T14:38:17Z",
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        {
          "oid": "8231e3facf88119c01d4a1acd905cb06dfb35655",
          "body": null,
          "is_bot": false,
          "headline": "fix: update download instructions to include correct npm package (#505)",
          "author_name": "Hweinstock",
          "author_login": "Hweinstock",
          "committed_at": "2026-04-24T00:10:19Z",
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          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump version to 0.3.6 (#504)",
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          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-22T18:45:14Z",
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          "oid": "af69275f84c33f51e67324fe336e0abdb4cfceb4",
          "body": "… (#503)",
          "is_bot": false,
          "headline": "fix: modify execution role naming and disallow codebuild for govcloud…",
          "author_name": "Andrew",
          "author_login": "mahlera",
          "committed_at": "2026-04-22T18:30:27Z",
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          "is_bot": true,
          "headline": "chore: bump version to 0.3.5 (#501)",
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          "committed_at": "2026-04-10T21:23:36Z",
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        {
          "oid": "9b5bd36d52adc34041aa2e155c2e30d4ad8bb3a9",
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          "is_bot": false,
          "headline": "fix: update IAM trust policies (#500)",
          "author_name": "padmak30",
          "author_login": "padmak30",
          "committed_at": "2026-04-10T21:17:19Z",
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          "is_bot": true,
          "headline": "chore: bump version to 0.3.4 (#495)",
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          "author_login": "github-actions[bot]",
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        {
          "oid": "2d5dbffeeab2bcb72b17f4587a646648bd25a11e",
          "body": "… (#485)\n\n- Add partition helper\n\t- Pass partition information to templates for resource arns",
          "is_bot": false,
          "headline": "chore: modify execution role templates to support multiple partitions…",
          "author_name": "Andrew",
          "author_login": "mahlera",
          "committed_at": "2026-03-30T21:25:53Z",
          "body_truncated": false,
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        },
        {
          "oid": "87aeae679f322e4109ff9ce00873ac12258d8301",
          "body": "Remove minor and major options from the release workflow dropdown,\nadd a guard step to reject API-triggered minor/major releases, and\nrestrict the bump-version script to patch and pre only.",
          "is_bot": false,
          "headline": "fix: block minor and major releases, allow only patch (#494)",
          "author_name": "Trirmadura J Ariyawansa",
          "author_login": "jariy17",
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          "body": null,
          "is_bot": false,
          "headline": "feat: added GT support to Evaluations (#493)",
          "author_name": "Trirmadura J Ariyawansa",
          "author_login": "jariy17",
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          "oid": "00a8fef43fff6fb05ec7f25dc4c3e0d59d72a80f",
          "body": null,
          "is_bot": false,
          "headline": "docs: change banner color to warning yellow/amber (#491)",
          "author_name": "Gitika",
          "author_login": "notgitika",
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        },
        {
          "oid": "8a2c4d6a0bf4adbad20ea7460d025530de8479a4",
          "body": "* fix: remove broken CDK basic-runtime doc pages\n\nThe upstream samples repo (awslabs/amazon-bedrock-agentcore-samples)\nno longer has the 04-infrastructure-as-code/cdk/basic-runtime/ directory,\ncausing include-markdown to fail with HTTP 404 during docs build.\nRemove the referencing doc pages to unblo\n[…]\nw.\n\n* docs: rename AgentCore CLI to Starter Toolkit CLI in nav\n\nAvoids confusion with the new @aws/agentcore-cli package since this\nsection documents the starter toolkit's Python CLI, not the new one.",
          "is_bot": false,
          "headline": "fix: remove broken CDK basic-runtime doc includes (#490)",
          "author_name": "Gitika",
          "author_login": "notgitika",
          "committed_at": "2026-03-27T23:20:56Z",
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        },
        {
          "oid": "0fbfa959a5537e769d5e013918eef95feb3802bb",
          "body": "* docs: recommend AgentCore CLI for new projects\n\nAdd prominent notices to README and documentation index page directing\nusers to the AgentCore CLI (@aws/agentcore-cli) as the recommended tool\nfor creating, developing, and deploying agents on Amazon Bedrock\nAgentCore. Includes links to CLI docs for \n[…]\nvia the\nMkDocs Material theme override (main.html content block). This renders\non every documentation page automatically. Removes the duplicate\nadmonition from index.md since the banner now covers it.",
          "is_bot": false,
          "headline": "docs: recommend AgentCore CLI for new projects (#489)",
          "author_name": "Gitika",
          "author_login": "notgitika",
          "committed_at": "2026-03-27T23:01:35Z",
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        },
        {
          "oid": "56af283a6dbe937dc7768dcc8ac54fcb80b09b5c",
          "body": "The memory configuration (STM_ONLY, STM_AND_LTM, NO_MEMORY) was previously\nonly available through the interactive prompt. This adds a --memory/-m CLI\nflag so users can specify memory configuration in non-interactive mode.\n\nThe flag:\n- Works with non-interactive mode for CI/CD and scripting use cases\n[…]\n agent framework\n- Also works in interactive mode to skip the memory prompt\n- Auto-triggers non-interactive mode when provided with other flags\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(create): add --memory flag for non-interactive mode (#484)",
          "author_name": "Jesse Turner",
          "author_login": "jesseturner21",
          "committed_at": "2026-03-23T13:42:30Z",
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        },
        {
          "oid": "c7e38e29dd59cdce79b4a5c309dd36b3cfad7e58",
          "body": "Enable the AWS Common Runtime (CRT) for botocore to improve\ntransfer performance and enable CRT-based features.\n\nCo-authored-by: Abhimanyu Siwach <siwabhi@amazon.com>",
          "is_bot": false,
          "headline": "Add CRT extra to botocore dependency (#465)",
          "author_name": "Abhimanyu Siwach",
          "author_login": "siwachabhi",
          "committed_at": "2026-03-18T01:23:55Z",
          "body_truncated": false,
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          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: bump version to 0.3.3 (#481)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-03-11T18:11:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d40c0cf8eda79f4e333878020b375aa3a26afadd",
          "body": "Add AGUI as a supported server protocol alongside HTTP, MCP, and A2A.\nAGUI uses port 8080 and /invocations path (same as HTTP) for SSE\nstreaming, with /ws for WebSocket bidirectional communication.\n\nChanges:\nAdd AGUI to RuntimeProtocol constants and CreateRuntimeProtocol type\nAdd AGUI to ProtocolConfiguration schema validator\nUpdate CLI, notebook API, and IaC protocol validation checks\nUpdate help text and docstrings\n\nCo-authored-by: Sundar Raghavan <sdraghav@amazon.com>",
          "is_bot": false,
          "headline": "feat: add AG-UI protocol support to starter toolkit (#480)",
          "author_name": "Sundar Raghavan",
          "author_login": "sundargthb",
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        },
        {
          "oid": "88f83177abf413d10c31a1ebf40de3bd7b4fb60b",
          "body": "* Fix memoryStrategyId field name in modifyMemoryStrategies payload (#452)\n\nThe update_memory_strategies method was sending strategyId instead of\nmemoryStrategyId in the modifyMemoryStrategies payload, causing a\nValidationException from the API. Changed to use the correct field name\nthat matches the API contract.\n\n* Apply ruff format to test file",
          "is_bot": false,
          "headline": "Fix memoryStrategyId field name in modifyMemoryStrategies payload (#479)",
          "author_name": "Tejas Kashinath",
          "author_login": "tejaskash",
          "committed_at": "2026-03-10T20:57:38Z",
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        },
        {
          "oid": "fcad8de712583c7634f574a12951bb34ed618d7a",
          "body": "… (#478)\n\n* Add boto3 and botocore to generated project deps for Bedrock provider (#460)\n\nWhen agentcore create scaffolds a project with Bedrock as the model provider,\nboto3 and botocore are now automatically included in the generated\ndependencies. These are required at runtime by SDKs like strands-agents\nand langchain_aws to call the Bedrock API.\n\n* Fix ruff B023 lint error: bind loop variable in lambda",
          "is_bot": false,
          "headline": "Add boto3 and botocore to generated project deps for Bedrock provider…",
          "author_name": "Tejas Kashinath",
          "author_login": "tejaskash",
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        {
          "oid": "07b31071e93f1c9d7bff52cf7d55620238cb8c6e",
          "body": "* Fix --ecr with repository name only causing empty repositoryName (#463)\n\nWhen using --ecr with just a repository name (no full URI), the deploy\ncommand failed because repo_name extraction assumed a '/' was present.\nAdd _resolve_ecr_repo_name_to_uri() to look up bare repo names via\necr.describe_repositories and persist the resolved full URI back to config.\n\n* Apply ruff format to test file",
          "is_bot": false,
          "headline": "Fix --ecr with repository name only causing empty repositoryName (#477)",
          "author_name": "Tejas Kashinath",
          "author_login": "tejaskash",
          "committed_at": "2026-03-10T20:57:32Z",
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        {
          "oid": "75515fcd195d7990b492e19d15dbe47de8700bd4",
          "body": "* Fix duplicate ECR Repository text in configuration success pane (#472)\n\nRemove hardcoded ECR Repository line that was always displayed regardless\nof deployment type. The conditional config_info variable already correctly\nhandles showing ECR Repository for container deploys and S3 Bucket for\ndirect_code_deploy.\n\n* Apply ruff format to test file",
          "is_bot": false,
          "headline": "Fix duplicate ECR Repository text in configuration success pane (#476)",
          "author_name": "Tejas Kashinath",
          "author_login": "tejaskash",
          "committed_at": "2026-03-10T20:57:15Z",
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        {
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          "body": "* Fix hardcoded shebang paths in packaged dependency scripts (#474)\n\nAdd _fix_shebangs_in_bin_dir() to CodeZipPackager that replaces hardcoded\nlocal Python paths (e.g. /Users/.../venv/bin/python3) with portable\n#!/usr/bin/env python3 shebangs. This runs automatically during dependency\npackaging to prevent runtime failures on AgentCore.\n\n* Apply ruff format to test file",
          "is_bot": false,
          "headline": "Fix hardcoded shebang paths in packaged dependency scripts (#475)",
          "author_name": "Tejas Kashinath",
          "author_login": "tejaskash",
          "committed_at": "2026-03-10T20:57:12Z",
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          "is_bot": false,
          "headline": "Add daily Slack notification for open PRs (#473)",
          "author_name": "Trirmadura J Ariyawansa",
          "author_login": "jariy17",
          "committed_at": "2026-03-10T18:33:15Z",
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          "is_bot": true,
          "headline": "chore: bump version to 0.3.2 (#470)",
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          "body": "* Improve error messages for auth failures during agent invocation\n\n- Catch 401/403 HTTP errors in _handle_http_response and raise ValueError\n  with actionable message instead of raw traceback\n- Catch AccessDeniedException from boto3 in invoke_endpoint and surface\n  friendly re-login guidance\n- Fix \n[…]\n treated as a dict (missing isinstance check)\n\n* Fix ruff line length violation in error handler\n\n* Apply ruff format to error handler\n\n---------\n\nCo-authored-by: Abhimanyu Siwach <siwabhi@amazon.com>",
          "is_bot": false,
          "headline": "Improve error messages for auth failures during invoke (#469)",
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          "is_bot": false,
          "headline": "Policy in AgentCore GA (#466)",
          "author_name": "Sidharth Gulati",
          "author_login": "gulsid",
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          "headline": "chore: bump version to 0.3.0 (#459)",
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          "body": "Signed-off-by: SkyWalker-CMD <42524311+SkyWalker-CMD@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add missing comma in @requires_access_token parameters (#458)",
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          "author_login": "SkyWalker-CMD",
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          "body": "…t (#451)\n\nAdd a new 'agentcore memory browse' command that provides an interactive\nterminal UI for exploring AgentCore Memory content.\n\nFeatures:\n- Navigate through actors, sessions, events (STM) and namespaces, records (LTM)\n- Keyboard navigation: ↑↓ navigate, Enter select, b back, h home, v verbo\n[…]\nservation when navigating back\n\nAlso includes:\n- Pagination support for list_actors and list_sessions APIs\n- Tests to maintain 88% coverage threshold\n\nCo-authored-by: Roger Konlog <rkonlog@amazon.com>",
          "is_bot": false,
          "headline": "feat(memory): add interactive TUI browser for exploring memory conten…",
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          "is_bot": false,
          "headline": "fix: format long line and fix broken integ test (#455)",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
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          "body": "Removed the subtitle about deploying AI agents and added a note about the experimental nature of the toolkit.\n\nSigned-off-by: Ryan Fox-Tyler <60440289+ryanfoxtyler@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update README to remove subtitle and add note (#454)",
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          "author_login": "ryanfoxtyler",
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          "headline": "updated quick start instructions (#306)",
          "author_name": "Greg Herlein",
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          "is_bot": true,
          "headline": "chore: bump version to 0.2.10 (#450)",
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          "body": "Add Memory to the package's main __init__.py exports, making it\nconsistent with other notebook classes (Runtime, Observability,\nEvaluation).\n\nBefore: `from bedrock_agentcore_starter_toolkit import Memory` raised ImportError\nAfter: Import works correctly\n\nFixes #442",
          "is_bot": false,
          "headline": "fix: export Memory class from package root (#449)",
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          "body": "When using `agentcore invoke --dev --session-id \"my-session\"`, the\nsession_id was not being forwarded to the development server. Instead,\na new UUID was generated for each request, breaking conversation memory\nfunctionality during local development.\n\nChanges:\n- Pass session_id parameter from invoke() to _invoke_dev_server()\n- Update _invoke_dev_server() to accept and use the session_id parameter\n- Generate session_id only when not provided by the user\n\nFixes #447",
          "is_bot": false,
          "headline": "fix: pass session_id to dev server in invoke --dev mode (#448)",
          "author_name": "Trirmadura J Ariyawansa",
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          "body": "typer 0.16.0-0.18.0 does not support typing.Literal, causing\nRuntimeError when running CLI commands.\nLiteral support was added in typer 0.19.0.",
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          "author_name": "Minoru Onda（みのるん）",
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          "headline": "fix: add UTF-8 encoding to template file writes for Windows compatibi…",
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          "headline": "fix: Retrieval Config in Strands Templates (#446)",
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          "body": "* fix(create): fix memory integration for generated agents\n\nGenerated agents from `agentcore create` were failing to use memory due to\nseveral misconfigurations between the CDK infrastructure and agent code.\n\n## Root Causes Fixed\n\n1. **Environment variable mismatch**: CDK template set `MEMORY_ID` bu\n[…]\n wildcard since policy engine is created separately\n- gateway: scoped to specific gateway ARN via this.agentCoreGateway.attrGatewayArn\n\n---------\n\nCo-authored-by: Abhimanyu Siwach <siwabhi@amazon.com>",
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          "headline": "Fix/cdk template memory and permissions (#444)",
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          "body": "Use toJSON() function to properly escape special characters in issue\nbody content. This prevents YAML parsing errors when issue descriptions\ncontain quotation marks or other special characters.",
          "is_bot": false,
          "headline": "fix: escape special characters in Slack notification payload (#441)",
          "author_name": "Trirmadura J Ariyawansa",
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          "body": "…… (#439)\n\n* fix(configure): infer language from entrypoint extension before package.json\n\nPreviously, `agentcore configure` detected TypeScript whenever package.json\nexisted in the project root, even for Python agents. This caused incorrect\ndetection for projects with package.json for tooling (docs\n[…]\n -> typescript)\n3. package.json existence (fallback)\n\nFixes issue where Python agent with package.json was detected as TypeScript.\n\n* fix(memory): log exceptions instead of silent pass for bandit B110",
          "is_bot": false,
          "headline": "fix(configure): infer language from entrypoint extension before packa…",
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          "is_bot": false,
          "headline": "feat: add Slack notification workflow for new issues (#437)",
          "author_name": "Trirmadura J Ariyawansa",
          "author_login": "jariy17",
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          "is_bot": false,
          "headline": "feat(memory): add memory visualization CLI commands (#434)",
          "author_name": "Roger Ian Konlog",
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          "is_bot": false,
          "headline": "fix(typescript): exclude node_modules from S3 upload and simplify Doc…",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
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          "headline": "chore: bump version to 0.2.7 (#432)",
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          "is_bot": false,
          "headline": "feat(runtime): Add TypeScript/Node.js container deployment support fo…",
          "author_name": "Aidan Daly",
          "author_login": "aidandaly24",
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          "is_bot": false,
          "headline": "fix: update 'agentcore launch' to 'agentcore deploy' in Next Steps me…",
          "author_name": "みのるん",
          "author_login": "minorun365",
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          "headline": "chore: bump version to 0.2.6 (#425)",
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          "is_bot": false,
          "headline": "fix: agent version isolation - use unique image tags instead of :late…",
          "author_name": "Aidan Daly",
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          "body": "…riptions (#419)\n\n* docs: enhance llms.txt policy headings with comprehensive descriptions\n\n---------\n\nCo-authored-by: Sainath Reddy Bobbala <bsnr@amazon.com>",
          "is_bot": false,
          "headline": "Policy docs: enhance llms.txt policy headings with comprehensive desc…",
          "author_name": "sainathreddyb",
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          "committed_at": "2026-01-06T21:13:11Z",
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          "is_bot": false,
          "headline": "MCP Server docs add terraform and evaluation quickstart to mcp (#418)",
          "author_name": "Jesse Turner",
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          "headline": "chore: bump version to 0.2.5 (#408)",
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          "body": "- Fix zipfile.writestr() stripping file permissions during merge\n- Preserve original ZipInfo objects with external_attr for both dependencies and code layers\n- Resolves permission errors when executing entrypoint files in runtime\n\nFixes issue where files had 600 permissions instead of 644 after zip merge,\ncausing 'Permission denied' errors during module imports and execution.\n\nCo-authored-by: adi-avadhanam <aravadha@amazon.com>",
          "is_bot": false,
          "headline": "fix: preserve file permissions in deployment zip (#407)",
          "author_name": "Adi Avadhanam",
          "author_login": "Adi0987",
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          "headline": "chore: bump version to 0.2.4 (#405)",
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          "body": "…ocument (#403) (#404)",
          "is_bot": false,
          "headline": "fix: resolve double-encoded execution policy causing MalformedPolicyD…",
          "author_name": "Marcin Belczewski",
          "author_login": "marcinbelczewski",
          "committed_at": "2025-12-10T14:51:23Z",
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          "is_bot": true,
          "headline": "chore: bump version to 0.2.3 (#401)",
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          "is_bot": false,
          "headline": "feat: Printing localhost and local network addresses for local dev co…",
          "author_name": "Tejas Kashinath",
          "author_login": "tejaskash",
          "committed_at": "2025-12-09T19:07:59Z",
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"if\". Must be of the form: name=value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "18 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 142 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 142
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "source": "osv",
              "advisories": 33,
              "affected_packages": 12,
              "assessed_packages": 142,
              "unassessed_packages": 0,
              "affected_by_severity": "high 3, moderate 8, low 1",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: bedrock-agentcore 1.1.1 (high 7.3), requests 2.32.5 (moderate 5.5)",
                "points": 12.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "bedrock-agentcore 1.1.1 (high 7.3), requests 2.32.5 (moderate 5.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 125 days ago",
                "points": 35.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 125
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 142,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "71 of 71 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 71,
                      "sampled": 71
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.08
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "8 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 8,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"if\". Must be of the form: name=value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 203060,
              "source_files_sampled": 303,
              "oversized_source_files": 13
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "13/303 source files over 60KB",
                "points": 52.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 303,
                      "oversized": 13
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:bedrock-agentcore-starter-toolkit@0.3.11; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T20:05:36.682353Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/aws/bedrock-agentcore-starter-toolkit.svg",
  "full_name": "aws/bedrock-agentcore-starter-toolkit",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}