Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

88plug/total-recall

https://github.com/88plug/total-recall · scanned 2026-06-17 01:11 UTC (1 month, 2 weeks ago)

60 raw signals (0 security + 60 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -1.4 (diff) · 54 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
75.3
/100
Security checks
75
0 findings
System graph
75
77.8% cov · 54 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 7 Low 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 54 Crowd 0 Layer: Software 7 Network 1 Cicd 3 Quality 43
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 Repository scanned at 75.3/100 with 77.8% coverage. It contains 2942 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 60 findings — concentrated in quality (48), software (7), cicd (4). Risk profile is low: 0 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 28 of 54 actionable findings. 60 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.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .mcp.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.
.mcp.json VerificationMcp config
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/llm-setup/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.
skills/llm-setup/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/speak-like-operator/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.
skills/speak-like-operator/SKILL.md VerificationSkill file
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 cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
pypa/gh-action-pypi-publish@release/v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 97, 124
.github/workflows/release.yml:97, 124 (2 hits)
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release.yml CI/CD securitySupply chainGithub actions
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 15 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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release.yml:77 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: index/operator.py:get_profile_field, index/operator.py:get_profile 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.
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: extractors/domain_facts.py:extract, extractors/progress.py:extract, extractors/self_corrections.py:extract, extractors/standing_decisions.py:extract This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-c…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `index_v1` in tests/test_metrics_queries.py:242
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 `original_copy` in tests/test_llm_refine_ontology.py:502
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 `sess_legacy` in tests/test_sources_opencode.py:383
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_schema_migration_v1_to_v2` in tests/test_index.py:634
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 `too_old` in tests/test_events.py:116
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 `ts_old` in tests/test_model_corrections.py:326
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 `vscdb_legacy` in lib/sources/cursor.py:806
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 `vscdb_legacy` in tests/test_sources_cursor.py:851
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: cmd_signpost
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
hooks/lib/query.py:178
low System graph software Dead code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mcp_server/tools.py:55
low System graph software Dead code conf 1.00 Possibly dead Python function: emit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
total_recall/util.py:195
low System graph software Dead code conf 1.00 Possibly dead Python function: file_size
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/jsonl_walker.py:187
low System graph software Dead code conf 1.00 Possibly dead Python function: next_user_turn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/base.py:56
low System graph software Dead code conf 1.00 Possibly dead Python function: parent_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/base.py:55
low System graph software Dead code conf 1.00 Possibly dead Python function: prev_assistant_turn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
extractors/base.py:57
low System graph quality Complexity conf 1.00 Very large file: extractors/ontology.py (1589 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: index/ingest.py (1606 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_index.py (1454 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/9c83c54a-2f5d-4c1b-9de4-a7f7b540a8dc/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/9c83c54a-2f5d-4c1b-9de4-a7f7b540a8dc/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.