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Sovereigndwp/bitcoin-sovereign-academy

https://github.com/Sovereigndwp/bitcoin-sovereign-academy · scanned 2026-06-16 00:19 UTC (2 months, 2 weeks ago)

530 raw signals (0 security + 530 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 516 actionable findings from 1 signal source. 14 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Legacy markers 3 findings
What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.
Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.
How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.
Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.
3 matching findings on this repo
  • low Old/deprecated-named symbol `includeLegacy` in js/progress-manager.js:654
  • low Old/deprecated-named symbol `hdLegacy` in interactive-demos/bitcoin-key-generat…
  • low Old/deprecated-named symbol `generateFakeLegacy` in interactive-demos/address-f…
View all legacy markers findings →
Commented-out code 9 findings
What it is: Lines of source that were intentionally disabled but never deleted.
Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.
How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.
Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.
9 matching findings on this repo
  • info Commented-code block (7 lines) in deep-dives/bitcoin-capital/_drafts/loans-math…
  • info Commented-code block (8 lines) in api/tutor.ts:23
  • info Commented-code block (6 lines) in js/module-gate.js:15
  • info Commented-code block (5 lines) in js/reflect-widget.js:36
  • info Commented-code block (5 lines) in js/kpi-tracking.js:318
  • info Commented-code block (6 lines) in js/analytics.js:458
  • info Commented-code block (5 lines) in scripts/nostr/zap-profile-check.mjs:4
  • info Commented-code block (5 lines) in interactive-demos/bitcoin-key-generator-visua…
  • info Commented-code block (5 lines) in programa-colombia/program-state.js:300
View all commented-out code findings →
Config drift 4 findings
What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.
Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.
How AI causes it: AI writes new config from memory rather than reading the existing source.
Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.
4 matching findings on this repo
  • low Stray `console.log` in TS/JS — js/config.js:108
  • low Stray `console.log` in TS/JS — tools/domain-config.js:53
  • medium Insecure pattern 'node_child_process' in tools/domain-config.js:10 tools/domain-config.js:10
  • medium Runtime service client appears to use placeholder configuration
View all config drift findings →
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