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Uranid/mnem

https://github.com/Uranid/mnem · scanned 2026-05-14 22:54 UTC (4 weeks, 1 day ago) · 10 languages

112 raw signals (49 security + 63 graph) 68th percentile · Rust · large (100-500K LoC) System graph score 86 (lower by 14)

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Complete repo analysis

Last scanned 4 weeks, 1 day ago · v1 · 18 actionable findings from 1 signal source. 29 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
75.4
/100
Security checks
65
18 findings
System graph
86
88.9% cov · 0 findings
Critical
1
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 63.2 0.25 15.80
testing_score 80.0 0.20 16.00
documentation_score 100.0 0.15 15.00
practices_score 75.0 0.15 11.25
code_quality 49.0 0.10 4.90
Overall 1.00 71.9
Calibrated penalty buckets (security_score): agent: 1.1 · docker: 33.5 · threat: 10.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 8 Medium 4 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 18 System graph 0 Crowd 0 Layer: Software 6 Security 4 Cicd 5 Quality 3
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Ranks in the 61st percentile among medium-sized repos. Strongest documentation (90), dependencies (80); weakest practices (58), code quality (64). 32 findings (4 high). Most common pattern: ts-non-null-assertion.

Showing 14 of 18 actionable findings. 47 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks cicd CI/CD security conf 0.96 4 occurrences Compose service contains a literal secret environment value
Literal secrets in Compose files are committed to source and exposed through container inspection.
lines 43, 49, 55, 61
benchmarks/harness/compose.yml:43, 49, 55, 61 (4 hits)
CI/CD securitycontainers
high Security checks software Supply chain conf 0.85 Supply chain — curl | bash anti-pattern
curl ... | sh / bash — runs unverified network code.
scripts/install.sh:5 curl-pipe-bash · CWE-494 · A08:2021
high Security checks software Supply chain conf 0.85 Supply chain — curl | bash anti-pattern
curl ... | sh / bash — runs unverified network code.
scripts/dev-setup.sh:36 curl-pipe-bash · CWE-494 · A08:2021
medium Security checks quality Error handling conf 1.00 [ERR002] Empty Catch Block: Empty catch blocks hide errors.
Log the error or rethrow it. Use console.error() at minimum.
npm-packages/mnem-cli/scripts/postinstall.js:76
medium Security checks security path traversal conf 1.00 [SEC012] ZipSlip — Archive Path Traversal: Archive extraction without path validation allows writing files outside the target directory.
Validate extracted paths with os.path.realpath() and ensure they stay within the target directory.
py-packages/mnem-cli/mnem_cli/__init__.py:84
medium Security checks cicd CI/CD security conf 0.94 Compose service `ollama` image uses the latest tag
The latest tag is mutable and can change without a code review, producing different images from the same source.
docker-compose.yml:41 CI/CD securitycontainers
high Security checks security Crypto conf 0.85 8 occurrences Crypto — plaintext HTTP for sensitive endpoint
Hardcoded http:// (not localhost) for endpoints that handle credentials or data.
6 files, 8 locations
crates/mnem-core/src/sparse.rs:217, 222 (2 hits)
crates/mnem-ingest/src/extract.rs:497, 505 (2 hits)
crates/mnem-embed-providers/src/ollama.rs:135
crates/mnem-http/examples/smoke_client.rs:63
crates/mnem-http/src/main.rs:128
crates/mnem-rerank-providers/tests/http_round_trip.rs:45
http-not-https · CWE-319 · A02:2021
medium Security checks cicd CI/CD security conf 0.90 Docker build context has no .dockerignore
Without .dockerignore, build context can include source history, local env files, dependencies, and generated artifacts.
.dockerignore CI/CD securitycontainers
low Security checks quality Quality conf 0.60 12 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
11 files, 12 locations
crates/mnem-bench/src/score/membench.rs:119, 125 (2 hits)
crates/mnem-bench/src/score/locomo.rs:145
crates/mnem-bench/src/score/longmemeval.rs:16
crates/mnem-cli/src/commands/import.rs:77
crates/mnem-cli/src/commands/push.rs:22
crates/mnem-cli/src/commands/reindex.rs:158
crates/mnem-cli/src/commands/tag.rs:59
crates/mnem-core/benches/retrieve.rs:11
duplicationquality
high Security checks software dependencies conf 0.70 Remote install command pipes network code directly to a shell
Agent helper projects often publish one-line installers. `curl | sh` style commands are convenient, but they bypass review unless the script is pinned, signed, or checksum-verified.
scripts/install.sh:5
high Security checks software Supply chain conf 0.85 3 occurrences Supply chain — npm install without lockfile
Production image runs npm install (resolves new versions on every build) instead of npm ci.
3 files, 3 locations
crates/mnem-py/python/pymnem/__init__.py:11
crates/mnem-py/python/pymnem/crewai.py:8
crates/mnem-py/python/pymnem/langchain.py:9
npm-install-no-lockfile · CWE-1357 · A06:2021
high Security checks cicd CI/CD security conf 0.56 Compose service does not declare a runtime user
If the image does not define USER internally, this service may run as root.
docker-compose.yml:41 CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.62 6 occurrences Compose service lacks no-new-privileges hardening
no-new-privileges prevents processes from gaining additional privileges through setuid binaries or file capabilities.
2 files, 6 locations
benchmarks/harness/compose.yml:43, 49, 55, 61 (4 hits)
docker-compose.yml:19, 41 (2 hits)
CI/CD securitycontainers
high Security checks quality Quality conf 0.62 Source file name looks like an AI patch artifact
Files named as final, fixed, copy, new, or backup are often temporary patch artifacts. They may be legitimate, but they deserve review before becoming production surface area.
crates/mnem-bench/src/score/hybrid_v4.rs:1
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