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Local-first semantic memory for AI agents — time-travel, contradiction radar, automatic synthesis. MLX (Apple Silicon) or CPU sentence-transformers (Linux) embeddings + sqlite-vec, MCP server. No cloud, no API keys.
The publisher performed an authenticated act of publication — proving control of a namespace in the official MCP registry, or appearing in a first-party catalogue an operator curates. That establishes WHO published it. It is not a security finding, and attested artifacts carry Flagged verdicts too.
502 critical findings reported by cisco-skill-scanner, agent-audit-kit, 47 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
github: https://github.com/jagoff/memo, 832 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- mlx-memo
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
296 findings · 258.2s
v0.3.26
502 findings · 262.5s
v0.1.0
0 findings · 141.0s
v0.1.0
34 findings · 141.1s
v1.4.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 0.6s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 13.0s
No report in this scan: capslock, govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 2, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completenerlo-multi-source ·n/a: not applicable | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 832 findings across every scanner that examined this package. 455 of 502 findings rated critical by their scanner were among the dismissals.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
444 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-001, AAK-AGENT-005 · Files: CLAUDE.md · reported by agent-audit-kit
57 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: opt.nerlo-rules.nerlo-install-pipe-to-shell, opt.nerlo-rules.nerlo-install-fetch-raw-then-run, PIPELINE_TAINT_FLOW and 7 more · Files: /repo/docs/docker.md, /repo/docs/install-flow.svg, /repo/docs/install-new-mac.md and 20 more · reported by nerlo-install-instruction, cisco-skill-scanner, agent-audit-kit
31 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: AAK-SECRET-003, YARA_credential_harvesting_generic, COMMAND_INJECTION_EVAL and 11 more · Files: tests/test_audit_data_integrity_script.py, tests/test_redact.py, /repo/tests/test_redact.py and 16 more · reported by agent-audit-kit, cisco-skill-scanner
1 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: MANIFEST_INVALID_NAME · Files: /repo/.github/ISSUE_TEMPLATE/SKILL.md · reported by cisco-skill-scanner
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
93 HIDDEN_DATA_FILE
Files: /repo/.superpowers/sdd/task-4-report.md, /repo/.agents/skills/remotion-best-practices/remotion-markup/local-fonts.md, /repo/plugins/memo/.codex-plugin/plugin.json and 89 more · reported by cisco-skill-scanner
32 MANIFEST_MISSING_LICENSE
Files: /repo/skills/memo/SKILL.md, /repo/.agents/skills/remotion-best-practices/SKILL.md, /repo/.agents/skills/remotion-create/SKILL.md and 29 more · reported by cisco-skill-scanner
13 DATA_EXFIL_JS_NETWORK
Files: /repo/telemetry/worker.js, /repo/web-chat/src/api.ts · reported by cisco-skill-scanner
13 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/telemetry/SKILL.md, /repo/systemd/SKILL.md and 10 more · reported by cisco-skill-scanner
12 COMMAND_INJECTION_EVAL
Files: /repo/src/memo/cli_dream_passes.py, /repo/src/memo/cli_eval.py, /repo/src/memo/dream_flags.py and 2 more · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
14 SQL_INJECTION_STRING_FORMAT
Files: /repo/src/memo/store/repo_store.py, /repo/src/memo/store/queries.py, /repo/src/memo/store/signal_queries.py · reported by cisco-skill-scanner
2 HIDDEN_DATA_FILE
Files: /repo/.agents/skills/remotion-best-practices/remotion-maps/techniques/cesium/assets/example-Root.tsx, /repo/.agents/skills/remotion-best-practices/remotion-maps/techniques/maptiler/assets/example-Root.tsx · reported by cisco-skill-scanner
Critical command and SQL injection risks identified.
The artifact contains multiple critical command injection vulnerabilities in `cli_dream_passes.py`, `cli_eval.py`, `dream_flags.py`, `flags_misc.py`, and `graduation/registry.py`, allowing for shell execution. Critical SQL injection vulnerabilities are present in `code_intel.py`, `store/migrations.py`, and `store/queries.py`. Credential access is possible via `http_auth.py`, and network egress via DNS rebind in `server_elicit.py`.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
12 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/scripts/telemetry_report.py, /repo/src/memo/eval_bench.py, /repo/src/memo/runtime/autoupdate.py and 1 more · reported by cisco-skill-scanner
9 AAK-IPI-WILD-CORPUS-001
Files: src/memo/graph.py, src/memo/cli_doctor.py, src/memo/cli_diag.py and 6 more · reported by agent-audit-kit
9 AAK-SECRET-004
Files: src/memo/coordination.py, src/memo/dream_chronicle.py, src/memo/eval_bench.py and 4 more · reported by agent-audit-kit
8 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/README.md, /repo/install.sh, /repo/launch/objections.md and 1 more · reported by nerlo-install-instruction
8 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/src/memo/import_export.py, /repo/src/memo/mlx_gpu.py, /repo/src/memo/tui/resume.py · reported by cisco-skill-scanner
6 AAK-TASKS-003
Files: src/memo/operational.py, src/memo/cli_operational.py, src/memo/cli_ingest.py and 3 more · reported by agent-audit-kit
6 LOW_ANALYZABILITY
Files: /repo/.agents/skills/remotion-best-practices/remotion-maps/techniques/maptiler, /repo/.agents/skills/remotion-best-practices, /repo/.agents/skills/remotion-best-practices/remotion-maps and 3 more · reported by cisco-skill-scanner
6 PIPELINE_TAINT_FLOW
Files: /repo/install.sh, /repo/launch/objections.md, /repo/launch/SKILL.md and 2 more · reported by cisco-skill-scanner
6 SQL_INJECTION_STRING_FORMAT
Files: /repo/src/memo/trust_preflight.py, /repo/src/memo/store/turn_store.py, /repo/src/memo/code_intel.py · reported by cisco-skill-scanner
6 YARA_script_injection_generic
Files: /repo/src/memo/tui/resume.py · reported by cisco-skill-scanner
5 AAK-HEALTHCARE-AI-004
Files: .agents/skills/remotion-best-practices/remotion-maps/techniques/cesium/references/3d-troubleshooting.md, .agents/skills/remotion-best-practices/remotion-maps/techniques/maplibre/references/render-stability.md, .agents/skills/remotion-best-practices/remotion-maps/techniques/maptiler/references/render-stability.md and 2 more · reported by agent-audit-kit
5 YARA_sql_injection_generic
Files: /repo/src/memo/store/migrations.py, /repo/scripts/cg_affected_tests.sh · reported by cisco-skill-scanner
3 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/.agents/skills/remotion-best-practices/remotion-maps/techniques/maptiler/assets/tokens.ts, /repo/.agents/skills/remotion-best-practices/remotion-maps/techniques/maptiler/assets/MapTilerVectorElement.ts, /repo/.agents/skills/remotion-best-practices/remotion-maps/techniques/cesium/assets/flight-path.ts · reported by cisco-skill-scanner
3 opt.nerlo-rules.nerlo-install-fetch-raw-then-run
Files: /repo/README.md · reported by nerlo-install-instruction
2 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json, .agents/plugins/marketplace.json · reported by agent-audit-kit
2 AAK-MCP-006
Files: .mcp.json, plugins/memo/.mcp.json · reported by agent-audit-kit
2 BINARY_FILE_DETECTED
Files: /repo/packaging/memo-node.mcpb, /repo/packaging/memo.mcpb · reported by cisco-skill-scanner
2 EXCESSIVE_FILE_COUNT
Files: /repo/., /repo/src/memo/. · reported by cisco-skill-scanner
2 PATH_TRAVERSAL_OPEN
Files: /repo/src/memo/runtime/autoupdate.py · reported by cisco-skill-scanner
2 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/CHANGELOG.md, /repo/src/memo/repo/src/memo/experimental_index.md · reported by cisco-skill-scanner
2 UNANALYZABLE_BINARY
Files: /repo/packaging/memo-node.mcpb, /repo/packaging/memo.mcpb · reported by cisco-skill-scanner
2 YARA_system_manipulation_generic
Files: /repo/src/memo/server_import_export.py · reported by cisco-skill-scanner
1 AAK-ANTHROPIC-SDK-001
Files: editors/vscode/src/extension.ts · reported by agent-audit-kit
1 AAK-DNS-REBIND-001
Files: src/memo/server_elicit.py · reported by agent-audit-kit
1 AAK-LEGAL-002
Files: web-chat/package.json · reported by agent-audit-kit
1 AAK-MCP-015
Files: src/memo/http_auth.py · reported by agent-audit-kit
1 AAK-MCP-STATELESS-003
Files: src/memo/cli_chat_session.py · reported by agent-audit-kit
1 AAK-SSRF-002
Files: src/memo/http_auth.py · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-001
Files: PRIVACY.md · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-002
Files: PRIVACY.md · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-003
Files: PRIVACY.md · reported by agent-audit-kit
1 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/packaging/mcpb-node/bootstrap.js · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/install.sh · reported by nerlo-install-instruction
1 TOOL_ABUSE_SYSTEM_PACKAGE_INSTALL
Files: /repo/scripts/install-ubuntu.sh · reported by cisco-skill-scanner
Showing 25 of 97; the rest are in the per-scanner reports above.