Scan Report
5 /100
wip-memory-crystal
Searchable memory system for AI agents — captures conversations, embeds for semantic search, stores facts and preferences across sessions and tools.
Memory Crystal is a legitimate, well-documented AI memory management system. The pre-scan base64 IOCs are false positives — Buffer.from(..., 'base64') is standard AES-GCM ciphertext decoding in crypto.ts and poller.ts, not obfuscation or shell execution. All execSync usage is for documented CLI tooling (npm, git, crontab, Claude Code MCP). No credential theft, reverse shells, or hidden exfiltration. No evidence of malicious behavior.
Safe to install
No action needed. This is a legitimate memory management skill. The base64 usage flagged by the pre-scan is standard cryptographic practice (decoding ciphertext components for AES-GCM decryption). All shell execution is documented and necessary for the install/CLI functionality.
Findings 3 items
| Severity | Finding | Location |
|---|---|---|
| Low | npm install without version pinning | SKILL.md:45 |
| Info | Pre-scan base64 IOCs are legitimate crypto operations | src/crypto.ts:22,70-72, src/poller.ts:488-489:22 |
| Info | execSync used throughout for legitimate CLI tooling | src/*.ts |
| Resource | Declared | Inferred | Status | Evidence |
|---|---|---|---|---|
| Filesystem | WRITE | WRITE | ✓ Aligned | installer.ts:deployToLdm(), ldm.ts:scaffoldLdm() — writes to ~/.ldm/, ~/.opencla… |
| Network | READ | READ | ✓ Aligned | core.ts:embedOpenAI(), embedOllama(), embedGoogle() — API calls to OpenAI/Ollama… |
| Shell | WRITE | WRITE | ✓ Aligned | installer.ts, ldm.ts — execSync for npm, git, crontab, Claude Code CLI, 1Passwor… |
| Environment | READ | READ | ✓ Aligned | Uses CRYSTAL_RELAY_URL, CRYSTAL_RELAY_TOKEN, OPENAI_API_KEY env vars for configu… |
| Skill Invoke | READ | READ | ✓ Aligned | MCP server tools: crystal_search, crystal_remember, crystal_forget, crystal_stat… |
6 Critical 94 findings
Critical Encoded Execution Base64 编码执行(代码混淆)
Buffer.from(raw, 'base64' src/crypto.ts:22 Critical Encoded Execution Base64 编码执行(代码混淆)
Buffer.from(payload.nonce, 'base64' src/crypto.ts:70 Critical Encoded Execution Base64 编码执行(代码混淆)
Buffer.from(payload.ciphertext, 'base64' src/crypto.ts:71 Critical Encoded Execution Base64 编码执行(代码混淆)
Buffer.from(payload.tag, 'base64' src/crypto.ts:72 Critical Encoded Execution Base64 编码执行(代码混淆)
Buffer.from(encryptedPayload.nonce, 'base64' src/poller.ts:488 Critical Encoded Execution Base64 编码执行(代码混淆)
Buffer.from(encryptedPayload.data, 'base64' src/poller.ts:489 Medium External URL 外部 URL
https://docs.anthropic.com/en/docs/claude-code README-old.md:119 Medium External URL 外部 URL
https://img.shields.io/npm/v/memory-crystal README.md:3 Medium External URL 外部 URL
https://www.npmjs.com/package/memory-crystal README.md:3 Medium External URL 外部 URL
https://img.shields.io/badge/interface-CLI-black README.md:3 Medium External URL 外部 URL
https://img.shields.io/badge/interface-MCP_Server-black README.md:3 Medium External URL 外部 URL
https://img.shields.io/badge/interface-OpenClaw_Plugin-black README.md:3 Medium External URL 外部 URL
https://img.shields.io/badge/interface-Claude_Code_Hook-black README.md:3 Medium External URL 外部 URL
https://img.shields.io/badge/Universal_Interface_Spec-black?style=flat&color=black README.md:3 Medium External URL 外部 URL
https://your-relay.your-domain.workers.dev RELAY.md:127 Medium External URL 外部 URL
https://nodejs.org SKILL.md:75 Medium External URL 外部 URL
https://platform.openai.com/api-keys SKILL.md:154 Medium External URL 外部 URL
https://ollama.com SKILL.md:159 Medium External URL 外部 URL
https://supermemory.ai/blog/memory-engine/ ai/_sort/notes/RESEARCH.md:114 Medium External URL 外部 URL
https://docs.mem0.ai/open-source/features/graph-memory ai/_sort/notes/RESEARCH.md:129 Medium External URL 外部 URL
https://arxiv.org/html/2504.19413v1 ai/_sort/notes/RESEARCH.md:129 Medium External URL 外部 URL
https://microsoft.github.io/graphrag/ ai/_sort/notes/RESEARCH.md:157 Medium External URL 外部 URL
https://arxiv.org/abs/2501.13956 ai/_sort/notes/RESEARCH.md:171 Medium External URL 外部 URL
https://www.anthropic.com/news/contextual-retrieval ai/_sort/notes/RESEARCH.md:293 Medium External URL 外部 URL
https://arxiv.org/abs/2212.10496 ai/_sort/notes/RESEARCH.md:389 Medium External URL 外部 URL
https://maccy.app/ ai/_sort/notes/RESEARCH.md:546 Medium External URL 外部 URL
https://docs.lancedb.com/ ai/_sort/notes/RESEARCH.md:1133 Medium External URL 外部 URL
https://docs.lancedb.com/search/full-text-search ai/_sort/notes/RESEARCH.md:1134 Medium External URL 外部 URL
https://lancedb.com/blog/the-future-of-ai-native-development-is-local-inside-continues-lancedb-powered-evolution/ ai/_sort/notes/RESEARCH.md:1135 Medium External URL 外部 URL
https://zenvanriel.nl/ai-engineer-blog/chroma-vs-qdrant-local-development/ ai/_sort/notes/RESEARCH.md:1136 Medium External URL 外部 URL
https://dev.to/stephenc222/sqlite-vs-chroma-a-comparative-analysis-for-managing-vector-embeddings-4i76 ai/_sort/notes/RESEARCH.md:1137 Medium External URL 外部 URL
https://www.falkordb.com/blog/mcp-knowledge-graph-graphiti-falkordb/ ai/_sort/notes/RESEARCH.md:1146 Medium External URL 外部 URL
https://arxiv.org/abs/2512.13564 ai/_sort/notes/RESEARCH.md:1147 Medium External URL 外部 URL
https://www.firecrawl.dev/blog/best-chunking-strategies-rag-2025 ai/_sort/notes/RESEARCH.md:1152 Medium External URL 外部 URL
https://www.zeroentropy.dev/articles/ultimate-guide-to-choosing-the-best-reranking-model-in-2025 ai/_sort/notes/RESEARCH.md:1153 Medium External URL 外部 URL
https://dev.to/the_nortern_dev/under-the-hood-building-a-hybrid-search-engine-for-ai-memory-nodejs-pgvector-3c5k ai/_sort/notes/RESEARCH.md:1154 Medium External URL 外部 URL
https://dev.to/jakob_sandstrm_a11b3056c/vector-search-is-not-enough-why-i-added-bm25-hybrid-search-to-my-ai-memory-serve... ai/_sort/notes/RESEARCH.md:1155 Medium External URL 外部 URL
https://supermemory.ai/blog/best-open-source-embedding-models-benchmarked-and-ranked/ ai/_sort/notes/RESEARCH.md:1158 Medium External URL 外部 URL
https://medium.com/@jinmochong/comparing-local-embedding-models-for-rag-systems-all-minilm-nomic-and-openai-ee425b507263 ai/_sort/notes/RESEARCH.md:1159 Medium External URL 外部 URL
https://www.nomic.ai/blog/posts/nomic-embed-matryoshka ai/_sort/notes/RESEARCH.md:1160 Medium External URL 外部 URL
https://weaviate.io/blog/chunking-strategies-for-rag ai/_sort/notes/RESEARCH.md:1164 Medium External URL 外部 URL
https://langcopilot.com/posts/2025-10-11-document-chunking-for-rag-practical-guide ai/_sort/notes/RESEARCH.md:1165 Medium External URL 外部 URL
https://davidbieber.com/snippets/2020-05-20-imessage-sql-db/ ai/_sort/notes/RESEARCH.md:1168 Medium External URL 外部 URL
https://fatbobman.com/en/posts/deep-dive-into-imessage ai/_sort/notes/RESEARCH.md:1169 Medium External URL 外部 URL
https://ellen.dev/exploring-browser-history.html ai/_sort/notes/RESEARCH.md:1171 Medium External URL 外部 URL
https://modelcontextprotocol.io/specification/2025-11-25 ai/_sort/notes/RESEARCH.md:1177 Medium External URL 外部 URL
https://mem0.ai/openmemory ai/_sort/notes/RESEARCH.md:1178 Medium External URL 外部 URL
https://euroslajournal.org/articles/10.22599/jesla.131 ai/_sort/notes/salience-research/eurosla-salience-review.md:3 Medium External URL 外部 URL
https://pmc.ncbi.nlm.nih.gov/articles/PMC5360726/ ai/_sort/notes/salience-research/full-research-summary.md:20 Medium External URL 外部 URL
https://sites.lsa.umich.edu/nickellis-new/wp-content/uploads/sites/1284/2021/07/pp400-ellis.pdf ai/_sort/notes/salience-research/full-research-summary.md:74 Medium External URL 外部 URL
https://academic.oup.com/applij/article-abstract/27/2/164/185787 ai/_sort/notes/salience-research/full-research-summary.md:75 Medium External URL 外部 URL
https://en.wikipedia.org/wiki/Rescorla%E2%80%93Wagner_model ai/_sort/notes/salience-research/full-research-summary.md:97 Medium External URL 外部 URL
https://www.science.org/doi/10.1126/sciadv.ady1704 ai/_sort/notes/salience-research/full-research-summary.md:116 Medium External URL 外部 URL
https://pmc.ncbi.nlm.nih.gov/articles/PMC5789776/ ai/_sort/notes/salience-research/full-research-summary.md:136 Medium External URL 外部 URL
https://arxiv.org/abs/2601.02744 ai/_sort/notes/salience-research/full-research-summary.md:145 Medium External URL 外部 URL
https://dl.acm.org/doi/10.1145/3765766.3765803 ai/_sort/notes/salience-research/full-research-summary.md:158 Medium External URL 外部 URL
https://arxiv.org/html/2502.12110v1 ai/_sort/notes/salience-research/full-research-summary.md:174 Medium External URL 外部 URL
https://arxiv.org/html/2601.11653 ai/_sort/notes/salience-research/full-research-summary.md:183 Medium External URL 外部 URL
https://pmc.ncbi.nlm.nih.gov/articles/PMC6969943/ ai/_sort/notes/salience-research/full-research-summary.md:192 Medium External URL 外部 URL
https://www.degruyterbrill.com/document/doi/10.1515/opli-2020-0042/html ai/_sort/notes/salience-research/full-research-summary.md:247 Medium External URL 外部 URL
https://www.oxfordbibliographies.com/display/document/obo-9780199772810/obo-9780199772810-0324.xml ai/_sort/notes/salience-research/full-research-summary.md:248 Medium External URL 外部 URL
https://www.biorxiv.org/content/10.1101/2020.07.07.192252v1.full ai/_sort/notes/salience-research/full-research-summary.md:258 Medium External URL 外部 URL
https://www.nature.com/articles/s41467-025-61807-w ai/_sort/notes/salience-research/full-research-summary.md:259 Medium External URL 外部 URL
https://www.emergentmind.com/topics/memory-mechanisms-in-llm-based-agents ai/_sort/notes/salience-research/full-research-summary.md:263 Medium External URL 外部 URL
https://openreview.net/pdf?id=U51WxL382H ai/_sort/notes/salience-research/full-research-summary.md:264 Medium External URL 外部 URL
https://arxiv.org/abs/2505.13044 ai/_sort/notes/salience-research/full-research-summary.md:265 Medium External URL 外部 URL
https://memory-crystal.wipcomputer.workers.dev/mcp ai/_sort/plan/2026-02-28--cc-mini--claude-code-integration.md:238 Medium External URL 外部 URL
https://chatgpt.com/connector_platform_oauth_redirect ai/_sort/plan/_archive/2026-02-28--cc-mini--original-chatgpt-claude-plan.md:163 Medium External URL 外部 URL
https://platform.openai.com/apps-manage/oauth ai/_sort/plan/_archive/2026-02-28--cc-mini--original-chatgpt-claude-plan.md:164 Medium External URL 外部 URL
https://supermemory.ai ai/_sort/plan/_archive/PRD.md:990 Medium External URL 外部 URL
https://onnxruntime.ai/ ai/_sort/plan/_archive/PRD.md:1001 Medium External URL 外部 URL
https://memory-crystal.wipcomputer.workers.dev ai/_sort/plan/memory-crystal-phase2-plan.md:125 Medium External URL 外部 URL
https://memory-crystal-cloud. ai/_sort/todos/Parker/cloud-mcp-deploy.md:45 Medium External URL 外部 URL
https://memory-crystal-relay.wipcomputer.workers.dev ai/_sort/todos/_trash/inboxes/parker/2026-02-25--cc-air--setup-checklist.md:60 Medium External URL 外部 URL
https://memory-crystal-relay.wipcomputer.workers.dev/health ai/_sort/todos/_trash/inboxes/parker/2026-02-25--cc-air--setup-checklist.md:66 Medium External URL 外部 URL
https://memory-crystal-relay.wipcomputer.workers.dev/pickup/conversations ai/_sort/todos/_trash/inboxes/parker/2026-02-25--cc-air--setup-checklist.md:113 Medium External URL 外部 URL
https://memory-crystal-relay. ai/_sort/todos/_trash/inboxes/parker/2026-02-26--cc-mini--phase2-your-moves.md:53 Medium External URL 外部 URL
https://wip.computer/install/wip-memory-crystal.txt ai/dev-updates/product-update/memory-crystal-private-product-update.md:35 Medium External URL 外部 URL
https://wip.computer. ai/product/notes/feedback/grok-03-13-2026.md:22 Medium External URL 外部 URL
https://wipcomputer.github.io/wip-homepage/ ai/product/notes/feedback/grok-03-13-2026.md:261 Medium External URL 外部 URL
https://syncthing.net ai/product/notes/feedback/grok-03-13-2026.md:773 Medium External URL 外部 URL
http://www.apple.com/DTDs/PropertyList-1.0.dtd ai/product/plans-prds/current/2026-03-13--cc-mini--phase3-mlx-local-llm-and-search-caching.md:59 Medium External URL 外部 URL
https://relay.example.com ai/product/plans-prds/upcoming/2026-03-18--node-offline-resilience.md:88 Medium External URL 外部 URL
https://claude.com/import-memory ai/product/product-ideas/claude-import-memory-comparison 2.md:22 Medium External URL 外部 URL
https://simonwillison.net/2026/Mar/1/claude-import-memory/ ai/product/product-ideas/claude-import-memory-comparison 2.md:23 Medium External URL 外部 URL
https://www.patreon.com/feross package-lock.json:1514 Medium External URL 外部 URL
https://feross.org/support package-lock.json:1518 Medium External URL 外部 URL
https://opencollective.com/express package-lock.json:1575 Medium External URL 外部 URL
https://paulmillr.com/funding/ package-lock.json:1710 Medium External URL 外部 URL
https://opencollective.com/core-js package-lock.json:1874 Medium External URL 外部 URL
https://opencollective.com/fastify package-lock.json:2234 Medium External URL 外部 URL
https://patreon.com/muratgozel package-lock.json:2804 Medium External URL 外部 URL
https://opencollective.com/postcss/ package-lock.json:3095 Medium External URL 外部 URL
http://127.0.0.1: src/cloud/auth.ts:59 File Tree
487 files · 4.3 MB · 104323 lines Markdown 425f · 83030L
TypeScript 45f · 16088L
JSON 4f · 4273L
Shell 5f · 480L
JavaScript 1f · 218L
SQL 3f · 152L
TOML 4f · 82L
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dev-conventions-note 2.md
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dev-conventions-note.md
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ldm-os-install-and-boot-architecture 2.md
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memory-crystal-phase2-plan 2.md
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memory-system-lay-of-the-land 2.md
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2026-02-26--cc-mini--phase2-status 2.md
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2026-02-26--cc-mini--phase2-status.md
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2026-02-26--cc-mini--phase2-your-moves 2.md
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2026-02-26--cc-mini--phase2-your-moves.md
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OC-Lesa-Mini-todo 2.md
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CC-Air-todo 2.md
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CC-Mini-todo 2.md
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OC-Lesa-Mini-todo 2.md
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README 2.md
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README.md
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upcoming
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2026-03-13--cc-mini--phase3-mlx-local-llm-and-search-caching.md
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2026-03-18--node-offline-resilience.md
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robot-ingest-standard-plan.md
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roadmap 2.md
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roadmap.md
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product-ideas
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crystal-capture-architecture-feedback 2.md
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external-reviews-v0.6.0 2.md
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apple-infra 2.md
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apple-infra.md
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claude-import-memory-comparison 2.md
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crystal-capture-architecture-feedback 2.md
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daily-activity-digest.md
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enterprise-mirror-permissions 2.md
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external-reviews-v0.6.0 2.md
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external-reviews-v0.6.0.md
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ldm-os-universal-extension-framework.md
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local-embeddings-zero-config 2.md
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memory-crystal-v2-prd 2.md
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native-apple-app-crystal-sync 2.md
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ARCHITECHTURE.md
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readme-first 2.md
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readme-first.md
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migrations
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0001_init.sql
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wrangler.toml
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0001_init.sql
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0002_cloud_storage.sql
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crystal-capture 2.sh
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crystal-capture.sh
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deploy-cloud 2.sh
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deploy-cloud.sh
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ldm-backup.sh
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migrate-lance-to-sqlite.mjs
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skills
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memory
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SKILL.md
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src
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cloud
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auth.ts
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index.ts
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mcp.ts
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relay.ts
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types.ts
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bridge.ts
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bulk-copy.ts
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cc-hook.ts
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cc-poller.ts
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cli.ts
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cloud-crystal.ts
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core.ts
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crypto.ts
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crystal-serve 2.ts
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crystal-serve.ts
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discover.ts
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doctor 2.ts
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doctor.ts
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dream-weaver.ts
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file-sync 2.ts
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file-sync.ts
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installer 2.ts
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installer.ts
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ldm.ts
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llm 2.ts
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llm.ts
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mcp-server.ts
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migrate.ts
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mirror-sync.ts
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mlx-setup.ts
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oc-backfill 2.ts
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oc-backfill.ts
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openclaw.ts
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pair.ts
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poller.ts
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role 2.ts
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role.ts
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search-pipeline 2.ts
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search-pipeline.ts
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staging.ts
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summarize.ts
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worker-demo.ts
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worker-mcp.ts
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worker.ts
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CHANGELOG.md
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CLA.md
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LETTERS.md
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openclaw.plugin.json
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package-lock.json
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package.json
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README-ENTERPRISE.md
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README-old.md
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README.md
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RELAY.md
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SKILL.md
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TECHNICAL.md
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tsconfig.json
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wrangler-demo.toml
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wrangler-mcp.toml
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wrangler.toml
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Dependencies 5 items
| Package | Version | Source | Known Vulns | Notes |
|---|---|---|---|---|
@lancedb/lancedb | ^0.15.0 | npm | No | Version range, not pinned |
@modelcontextprotocol/sdk | ^1.12.1 | npm | No | Version range, not pinned |
better-sqlite3 | ^11.8.1 | npm | No | Version range, not pinned |
sqlite-vec | ^0.1.7-alpha.2 | npm | No | Alpha version |
zod | ^4.3.6 | npm | No | Version range, not pinned |
Security Positives
✓ AES-256-GCM encryption with HMAC-SHA256 for all relay communications — end-to-end encrypted, relay is blind
✓ HMAC verification performed BEFORE decryption — prevents chosen-ciphertext attacks
✓ No credential harvesting from sensitive paths (~/.ssh, ~/.aws, .env files) — uses 1Password via op CLI
✓ SKILL.md is comprehensive and accurately describes all capabilities and behaviors
✓ No eval(), atob(), base64 piped to bash, or other obfuscation techniques
✓ No remote script execution (curl|bash, wget|sh patterns absent)
✓ Database backup before update (installer.ts:backupCrystalDb()) — data safety first
✓ Database read verification after update — prevents deploying code that can't read existing data
✓ Source file indexing skips binary files, .env, secrets/, and files >500KB by default
✓ OpenClaw MCP server registration uses secure token management
✓ Transparent about what directories and files it creates (LDM OS path enumeration in SKILL.md)
✓ Open source (MIT/AGPL) with well-documented architecture in TECHNICAL.md