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technicalpickles/picklehome

https://github.com/technicalpickles/picklehome · scanned 2026-06-16 00:31 UTC (2 months, 2 weeks ago)

69 raw signals (0 security + 69 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 56 actionable findings from 1 signal source. 13 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
54.6
/100
Security checks
55
0 findings
System graph
55
88.9% cov · 56 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 9 Medium 12 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 56 Crowd 0 Layer: Software 17 Frontend 2 Network 4 Hardware 8 Security 8 Cicd 1 Quality 16
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Scan summary Repository scanned at 54.6/100 with 88.9% coverage. It contains 1718 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 69 findings — concentrated in quality (28), software (17), hardware (9). Risk profile is high: 0 critical, 10 high, 12 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 53 of 56 actionable findings. 69 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.

high System graph hardware Supply chain conf 1.00 2 occurrences Dockerfile pipes a remote installer into a shell
Executing downloaded code during image build gives the remote endpoint build-time code execution. Prefer pinned packages or verify downloaded installers by checksum/signature.
lines 58, 66
homelab/dev/Dockerfile:58, 66 (2 hits)
containersRemote installer
high System graph security security conf 1.00 Insecure pattern 'tls_verify_false' in network/snapshot.py:103
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
network/snapshot.py:103 Tls verify false
high System graph security security conf 1.00 Insecure pattern 'tls_verify_false' in network/unifi/__init__.py:25
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
network/unifi/__init__.py:25 Tls verify false
high System graph security Secrets conf 1.00 Runtime dotenv file present in repo: homelab/services/backup/.env.vars
`homelab/services/backup/.env.vars` looks like a runtime dotenv file. No high-confidence secret value was matched, but runtime dotenv files often drift into live credentials. Move real values to a secret manager and keep only `.env.example` style templates in source control.
homelab/services/backup/.env.vars ConfigEnv fileRuntime env
high System graph security Secrets conf 1.00 Runtime dotenv file present in repo: homelab/services/brineworks-agent/.env.vars
`homelab/services/brineworks-agent/.env.vars` looks like a runtime dotenv file. No high-confidence secret value was matched, but runtime dotenv files often drift into live credentials. Move real values to a secret manager and keep only `.env.example` style templates in source control.
homelab/services/brineworks-agent/.env.vars ConfigEnv fileRuntime env
high System graph security Secrets conf 1.00 Runtime dotenv file present in repo: homelab/services/brineworks-server/.env.vars
`homelab/services/brineworks-server/.env.vars` looks like a runtime dotenv file. No high-confidence secret value was matched, but runtime dotenv files often drift into live credentials. Move real values to a secret manager and keep only `.env.example` style templates in source control.
homelab/services/brineworks-server/.env.vars ConfigEnv fileRuntime env
high System graph security Secrets conf 1.00 Runtime dotenv file present in repo: homelab/services/climate-auto-switch/.env.vars
`homelab/services/climate-auto-switch/.env.vars` looks like a runtime dotenv file. No high-confidence secret value was matched, but runtime dotenv files often drift into live credentials. Move real values to a secret manager and keep only `.env.example` style templates in source control.
homelab/services/climate-auto-switch/.env.vars ConfigEnv fileRuntime env
high System graph security Secrets conf 1.00 Runtime dotenv file present in repo: homelab/services/github-actions-runner/.env.vars
`homelab/services/github-actions-runner/.env.vars` looks like a runtime dotenv file. No high-confidence secret value was matched, but runtime dotenv files often drift into live credentials. Move real values to a secret manager and keep only `.env.example` style templates in source control.
homelab/services/github-actions-runner/.env.vars ConfigEnv fileRuntime env
high System graph security Secrets conf 1.00 Runtime dotenv file present in repo: homelab/services/taskchampion-sync/.env.vars
`homelab/services/taskchampion-sync/.env.vars` looks like a runtime dotenv file. No high-confidence secret value was matched, but runtime dotenv files often drift into live credentials. Move real values to a secret manager and keep only `.env.example` style templates in source control.
homelab/services/taskchampion-sync/.env.vars ConfigEnv fileRuntime env
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: _bmad/cis/workflows/bmad-cis-design-thinking/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
_bmad/cis/workflows/bmad-cis-design-thinking/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: _bmad/core/tasks/bmad-index-docs/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
_bmad/core/tasks/bmad-index-docs/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: climate/CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
climate/CLAUDE.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph hardware Security conf 1.00 Dockerfile runs as root: homelab/services/climate-auto-switch/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: homelab/services/obsidian-sync/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — climate/ecobee/history.py:187
`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph network Security conf 1.00 Privileged port 10 in use
Port 10 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
climate/config/schedule.yaml Ports
medium System graph network Security conf 1.00 Privileged port 14 in use
Port 14 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
climate/config/schedule.yaml Ports
medium System graph network Security conf 1.00 Privileged port 21 in use
Port 21 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
_bmad/bmm/workflows/4-implementation/sprint-planning/sprint-status-template.yaml Ports
medium System graph network Security conf 1.00 Privileged port 30 in use
Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
_bmad/bmm/workflows/4-implementation/sprint-planning/sprint-status-template.yaml Ports
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 633 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ghcr.io/astral-sh/uv:${UV_VERSION}
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
homelab/services/climate-auto-switch/Dockerfile:2 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:22-alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
homelab/services/obsidian-sync/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
homelab/services/climate-auto-switch/Dockerfile:3 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ubuntu:24.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
homelab/dev/Dockerfile:1 containersPinned dependencies
low System graph quality Integrity conf 1.00 12 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: lighting/hue.py:cmd_scenes, lighting/hue.py:cmd_scene This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
12 occurrences
repo-level (12 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: network/unifi/__init__.py:walk, network/unifi/__init__.py:walk, network/unifi/__init__.py:walk This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're sepa…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `get_legacy` in network/unifi/__init__.py:51
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `get_legacy` in network/unifi/usg.py:69
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_get_data_age_minutes_old` in tests/ambient/test_client.py:61
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: ap_sort_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
network/unifi/wifi.py:72
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_air_quality
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:623
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_comforts_capture
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:241
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_comforts_sync
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:284
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_discover
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/blueair_cli.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_history
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:187
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sonos/sonos_cli.py:99
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:26
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_roster
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sonos/sonos_cli.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_validate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:107
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_weather
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:394
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_weather_discover
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/sync.py:348
low System graph software Dead code conf 1.00 Possibly dead Python function: device_label
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
network/unifi/__init__.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_air_quality
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/outdoor_air/client.py:129
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_pollen
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
climate/outdoor_air/pollen.py:106
low System graph software Dead code conf 1.00 Possibly dead Python function: radio_badge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
network/unifi/__init__.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: radio_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
network/unifi/__init__.py:120
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — _bmad/wds/workflows/5-agentic-development/templates/components/dev-mode.js:67
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
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