A template for deploying a Talos Kubernetes cluster including Flux for GitOps
This report summarizes scanner evidence for onedr0p/cluster-template, a YAML project with 2,822 GitHub stars. SynthScan examined 4,115 lines of code across 55 source files, recording 54 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 27.0 (Elevated pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 34 finding(s).
Are imports declared and package/API names verified? 0 finding(s).
Are wrappers, guards, and repeated structures necessary? 38 finding(s).
Which changes need focused human review? 54 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 54 distinct pattern matches across 3 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM⚡ | cluster.sample.toml | 161 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 165 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 172 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 178 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 192 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 202 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 211 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 214 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 251 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 253 | # ============================================================================= | COMMENT |
| MEDIUM⚡ | cluster.sample.toml | 262 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 2 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 6 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 45 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 49 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 87 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 91 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 113 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 118 | # ============================================================================= | COMMENT |
| MEDIUM | cluster.sample.toml | 276 | # ============================================================================= | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | template/scripts/test_validate.py | 40 | def test_valid_fixture_accepted(fixture: Path): | CODE |
| LOW | template/scripts/test_validate.py | 45 | def test_invalid_fixture_rejected(fixture: Path): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 57 | def test_host_bits_error_suggests_network_address(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 63 | def test_duplicate_address_names_both_owners(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 70 | def test_default_gateway_derived_from_node_cidr(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 77 | def test_coredns_addr_default_and_override(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 87 | def test_spegel_enabled_follows_node_count(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 99 | def test_controller_count_ignores_workers(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 107 | def test_derived_fields_are_not_settable(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 116 | def test_cert_sans_single_source(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 123 | def test_ingress_mode_follows_dns_provider(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 132 | def test_direct_mode_requires_cloudflare_dns(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 138 | def test_schematic_id_inherits_from_talos_section(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 145 | def test_partial_bgp_rejected(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 151 | def test_node_defaults_exported(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 159 | def test_gateways_may_leave_node_cidr_only_with_bgp(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 167 | def test_schema_file_matches_model(): | CODE |
| LOW⚡ | template/scripts/test_validate.py | 172 | def test_schema_omits_computed_fields(): | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | cluster.sample.toml | 1 | #:schema ./cluster.schema.json | COMMENT |
| LOW | cluster.sample.toml | 21 | COMMENT | |
| LOW | cluster.sample.toml | 41 | COMMENT | |
| LOW | cluster.sample.toml | 61 | # pod_cidr. | COMMENT |
| LOW | cluster.sample.toml | 81 | # /etc/hosts entry) instead of the raw IP. | COMMENT |
| LOW | cluster.sample.toml | 101 | # at this IP to enable split-DNS resolution from your LAN. | COMMENT |
| LOW | cluster.sample.toml | 121 | # Full clone URL of the repository this cluster will pull from. | COMMENT |
| LOW | cluster.sample.toml | 141 | # "github" for them. Use "generic-hmac" for anything else that signs with | COMMENT |
| LOW | cluster.sample.toml | 161 | # ============================================================================= | COMMENT |
| LOW | cluster.sample.toml | 181 | # OPTIONAL. Default: "cloudflare". Allowed: "cloudflare" | "none" | COMMENT |
| LOW | cluster.sample.toml | 201 | # LAN via the internal gateway. | COMMENT |
| LOW | cluster.sample.toml | 221 | # REF: https://docs.cilium.io/en/stable/network/kubernetes/kubeproxy-free/ | COMMENT |
| LOW | cluster.sample.toml | 241 | COMMENT | |
| LOW | cluster.sample.toml | 261 | COMMENT | |
| LOW | cluster.sample.toml | 281 | # controller = true # true = control-plane (etcd + API server), false = worker. | COMMENT |
| LOW | .github/template-tests/e2e/cluster.sh | 1 | #!/usr/bin/env bash | COMMENT |