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yamakii/garmin-performance-analysis

https://github.com/yamakii/garmin-performance-analysis · scanned 2026-06-16 01:04 UTC (2 months, 1 week ago)

90 raw signals (22 security + 68 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 57 actionable findings from 2 signal sources. 279 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
65.9
/100
Security checks
66
8 findings
System graph
66
88.9% cov · 49 findings
Critical
2
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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 2 High 4 Medium 21 Low 23 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 49 Crowd 0 Layer: Quality 43 Security 3 Software 2 Frontend 1 Data 1 Api 7
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Scan summary Repository scanned at 65.9/100 with 88.9% coverage. It contains 3579 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 68 findings — concentrated in quality (55), api (7), software (2). Risk profile is low: 0 critical, 0 high, 20 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 50 of 57 actionable findings. 336 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 quality Practices conf 0.82 23 occurrences Foundry mined mock as real or placeholder: yamakii/garmin-performance-analysis
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
23 occurrences
repo-level (23 hits)
critical Security checks security auth conf 0.78 Foundry mined security auth guardrail gaps: yamakii/garmin-performance-analysis
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
high Security checks quality Practices conf 0.84 54 occurrences Foundry mined bad chains: yamakii/garmin-performance-analysis
Comment chain pattern product: bad_chains Repo: yamakii/garmin-performance-analysis Thread: yamakii/garmin-performance-analysis#98 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_grap…
54 occurrences
repo-level (54 hits)
high Security checks quality Practices conf 0.80 3 occurrences Foundry mined docs only runtime fix: yamakii/garmin-performance-analysis
Graph query export: Docs-only response to runtime or integration issue Query id: docs_only_runtime_fix Query type: motif_query Intent: Assumption-check examples where docs or claims are not enough proof. Motif: docs_only_runtime_fix Training usage: assumption_check Graph gold label: weak_supervisio…
3 occurrences
repo-level (3 hits)
high Security checks quality Quality conf 0.76 15 occurrences Foundry mined schema ui api mismatch: yamakii/garmin-performance-analysis
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: needs_more_evidence Repo: yamakii/gar…
15 occurrences
repo-level (15 hits)
high Security checks quality Testing conf 0.78 48 occurrences Foundry mined test ci gap after feedback: yamakii/garmin-performance-analysis
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: needs_more_evidence Rep…
48 occurrences
repo-level (48 hits)
medium Security checks quality Practices conf 0.62 77 occurrences Foundry mined assumption checks: yamakii/garmin-performance-analysis
Comment chain pattern product: assumption_checks Repo: yamakii/garmin-performance-analysis Thread: yamakii/garmin-performance-analysis#92 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_…
77 occurrences
repo-level (77 hits)
medium Security checks quality Practices conf 0.70 47 occurrences Foundry mined unresolved feedback: yamakii/garmin-performance-analysis
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: need…
47 occurrences
repo-level (47 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — packages/garmin-web/frontend/src/api/client.ts:12
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — packages/garmin-web/frontend/src/api/trends.ts:46
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/split-section-analyst.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.
.claude/agents/split-section-analyst.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/unified-section-analyst.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.
.claude/agents/unified-section-analyst.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/analyze-activity.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.
.claude/commands/analyze-activity.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/batch-analyze.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.
.claude/commands/batch-analyze.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/implement.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.
.claude/commands/implement.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/resume.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.
.claude/commands/resume.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/ship.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.
.claude/commands/ship.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/weekly-review.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.
.claude/commands/weekly-review.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/dev/github-mcp-only.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.
.claude/rules/dev/github-mcp-only.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/rules/intent-disambiguation.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.
.claude/rules/intent-disambiguation.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.json
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.
.claude/settings.json VerificationClaude instruction
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security auth conf 1.00 Django view `get_weekly_review_endpoint` may be unauthenticated — packages/garmin-web/src/garmin_web/api/weekly_reviews.py:23
Function-view with `request` parameter has no `@login_required` or equivalent auth decorator within 5 lines above. If auth is enforced by middleware (`AUTHENTICATION_BACKENDS`), this is a false positive — dismiss with reason `by_design`.
packages/garmin-web/src/garmin_web/api/weekly_reviews.py:23 securityAuth django unauth view
medium System graph security auth conf 1.00 Django view `list_weekly_reviews_endpoint` may be unauthenticated — packages/garmin-web/src/garmin_web/api/weekly_reviews.py:12
Function-view with `request` parameter has no `@login_required` or equivalent auth decorator within 5 lines above. If auth is enforced by middleware (`AUTHENTICATION_BACKENDS`), this is a false positive — dismiss with reason `by_design`.
packages/garmin-web/src/garmin_web/api/weekly_reviews.py:12 securityAuth django unauth view
medium System graph quality Integrity conf 1.00 2 occurrences Frontend route `/activities/:id` has no Link/navigate to it — packages/garmin-web/frontend/src/App.tsx
The route is registered but no `<Link to=…>` or `navigate(…)` in the codebase navigates here. Either it's reachable only via direct URL (intentional), it's dead, or the link broke during a refactor.
2 occurrences
repo-level (2 hits)
Orphan pageWiring
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — packages/garmin-mcp-server/src/garmin_mcp/scripts/create_project_issues.py:80
`subprocess.run(...)` 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 data Coverage conf 1.00 ORM models found but no DB engine detected
The repo defines tables/models but no DB connection string was found. Likely lives in env vars or a config file the scanner didn't read.
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 416 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 quality Integrity conf 1.00 18 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: packages/garmin-mcp-server/src/garmin_mcp/markdown_server.py:main, packages/garmin-mcp-server/src/garmin_mcp/json_server.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consol…
18 occurrences
repo-level (18 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: packages/garmin-mcp-server/src/garmin_mcp/database/db_reader.py:get_time_series_statistics, packages/garmin-mcp-server/src/garmin_mcp/database/db_reader.py:get_time_series_raw, packages/garmin-mcp-server/src/garmin_mcp/database/readers/time_series.py:…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `count_backup` in packages/garmin-mcp-server/src/garmin_mcp/database/migrations/remove_fk_constraints.py:115
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_splits_pace_hr_v2` in packages/garmin-mcp-server/tests/handlers/test_splits_handler.py:42
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 `hr_zones_data_v1` in packages/garmin-mcp-server/tests/unit/test_hr_efficiency_inserter.py:146
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 `matches_v1` in packages/garmin-mcp-server/tests/training_plan/test_activity_matcher.py:279
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 `plan_v1` in packages/garmin-mcp-server/tests/database/inserters/test_training_plans_versioning.py:115
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 `result_v1` in packages/garmin-mcp-server/tests/database/test_training_plan_reader_versioning.py:177
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 `skip_backup` in packages/garmin-mcp-server/src/garmin_mcp/scripts/migrate_cadence_cleanup.py:278
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_backup_tables_creates_backup` in packages/garmin-mcp-server/tests/unit/test_remove_fk_migration.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 `TestSummarySectionAnalystNoDeprecated` in packages/garmin-mcp-server/tests/integration/test_agent_phase0_compatibility.py:112
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: execute_read_query
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/garmin-mcp-server/src/garmin_mcp/database/db_reader.py:56
low System graph software Dead code conf 1.00 Possibly dead Python function: execute_read_query_with_columns
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
packages/garmin-mcp-server/src/garmin_mcp/database/db_reader.py:75
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 api Wiring conf 1.00 Unused endpoint: GET /activities
`packages/garmin-web/src/garmin_web/api/activities.py` declares `GET /activities` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /activities/{activity_id}/time-series
`packages/garmin-web/src/garmin_web/api/activity_detail.py` declares `GET /activities/{activity_id}/time-series` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removi…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /efficiency
`packages/garmin-web/src/garmin_web/api/trends.py` declares `GET /efficiency` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /form
`packages/garmin-web/src/garmin_web/api/trends.py` declares `GET /form` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /physiology
`packages/garmin-web/src/garmin_web/api/trends.py` declares `GET /physiology` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /volume
`packages/garmin-web/src/garmin_web/api/trends.py` declares `GET /volume` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /{full_path:path}
`packages/garmin-web/src/garmin_web/app.py` declares `GET /{full_path:path}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: packages/garmin-mcp-server/tests/database/inserters/test_splits.py (1829 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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