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troika03/troika

https://github.com/troika03/troika · scanned 2026-06-16 04:40 UTC (1 month, 2 weeks ago)

53 raw signals (0 security + 53 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v1 · 48 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
60.3
/100
Security checks
60
0 findings
System graph
60
77.8% cov · 48 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 1 Medium 6 Low 34 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 48 Crowd 0 Layer: Software 19 Hardware 3 Security 1 Cicd 1 Quality 24
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Scan summary Repository scanned at 60.3/100 with 77.8% coverage. It contains 910 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 53 findings — concentrated in quality (28), software (19), hardware (4). Risk profile is high: 0 critical, 1 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 41 of 48 actionable findings. 53 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 security security conf 1.00 Insecure pattern 'subprocess_shell_true' in cli.py:8634
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
cli.py:8634 Subprocess shell true
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: AGENTS.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.
AGENTS.md VerificationAgents md
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 ci, tests. 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 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 hardware Supply chain conf 1.00 2 occurrences Dockerfile ADD downloads remote content without checksum
Remote build inputs can change or be replaced upstream. Use Dockerfile ADD --checksum or download with an explicit digest/signature verification step.
lines 49, 50
Dockerfile:49, 50 (2 hits)
containersChecksum
medium System graph hardware Security conf 1.00 Dockerfile runs as root: 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 Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 16 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 41 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ANTHROPIC_API_KEY`, `BROWSER_CDP_URL`, `COLORFGBG`, `HERMES_ACCEPT_HOOKS`, `HERMES_API_CALL_STALE_TIMEOUT`, `HERMES_API_TIMEOUT`, `HERMES_BUNDLED_SKILLS`, `HERMES_DEFER_AGENT_STARTUP` + 33 more. Add them (with a placeholder/comment) to .env.exampl…
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. 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 quality Debug conf 1.00 Debug logging residue appears in source files
Found 312 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: debian:13.4
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:2 containersPinned dependencies
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: cli.py:run_background, cli.py:run 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.
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: cli.py:handler, cli.py:handler, cli.py:handler 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.
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `cfg_backup` in hermes_logging.py:203
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 `children_copy` in run_agent.py:1787
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 `ghost_session_prune_v1` in cli.py:1258
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 cicd CI/CD security conf 1.00 package.json defines install-time lifecycle scripts
preinstall/install/postinstall/prepare scripts execute during dependency installation. Review them carefully for network calls, obfuscation, shell execution, or credential access.
package.json CI/CD securitySupply chainNpm
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_transformation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:13561
low System graph software Dead code conf 1.00 Possibly dead Python function: atomic_yaml_write
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:139
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_interrupt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
run_agent.py:1796
low System graph software Dead code conf 1.00 Possibly dead Python function: display_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:11684
low System graph software Dead code conf 1.00 Possibly dead Python function: env_bool
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:285
low System graph software Dead code conf 1.00 Possibly dead Python function: env_int
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:274
low System graph software Dead code conf 1.00 Possibly dead Python function: env_var_enabled
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:31
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_enter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:12568
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_function_call
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
model_tools.py:741
low System graph software Dead code conf 1.00 Possibly dead Python function: handler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:12933
low System graph software Dead code conf 1.00 Possibly dead Python function: normalize_proxy_env_vars
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:314
low System graph software Dead code conf 1.00 Possibly dead Python function: process_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:14299
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_hermes_home_override
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
hermes_constants.py:30
low System graph software Dead code conf 1.00 Possibly dead Python function: run_background
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:8787
low System graph software Dead code conf 1.00 Possibly dead Python function: run_mcp_server
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mcp_serve.py:866
low System graph software Dead code conf 1.00 Possibly dead Python function: safe_json_loads
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utils.py:258
low System graph software Dead code conf 1.00 Possibly dead Python function: set_hermes_home_override
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
hermes_constants.py:20
low System graph software Dead code conf 1.00 Possibly dead Python function: spinner_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:14279
low System graph software Dead code conf 1.00 Possibly dead Python function: stream_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli.py:11705
low System graph quality Complexity conf 1.00 Very large file: batch_runner.py (1321 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: cli.py (15089 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: hermes_state.py (3279 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: run_agent.py (4410 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: trajectory_compressor.py (1508 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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