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slycrel/openclaw-orchestration

https://github.com/slycrel/openclaw-orchestration · scanned 2026-06-16 00:16 UTC (2 months, 2 weeks ago)

117 raw signals (0 security + 117 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 100 actionable findings from 1 signal source. 17 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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Combined
65.6
/100
Security checks
66
0 findings
System graph
66
100.0% cov · 100 findings
Critical
0
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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 0 High 5 Medium 16 Low 56 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 100 Crowd 0 Layer: Software 21 Api 1 Network 1 Hardware 3 Frontend 1 Security 12 Cicd 1 Quality 60
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Scan summary Repository scanned at 65.6/100 with 100.0% coverage. It contains 8427 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 117 findings — concentrated in quality (77), software (21), security (12). Risk profile is high: 0 critical, 5 high, 16 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 75 of 100 actionable findings. 117 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 Agent instructions conf 1.00 Agent instruction/config may expose a secret: CLAUDE.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
CLAUDE.md:50 SecretsClaude instruction
high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/constraint.py:290
Found a known-risky pattern (eval_used). Review and replace if possible.
src/constraint.py:290 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in src/sandbox.py:49
Found a known-risky pattern (eval_used). Review and replace if possible.
src/sandbox.py:49 Eval used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/constraint.py:291
Found a known-risky pattern (exec_used). Review and replace if possible.
src/constraint.py:291 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/sandbox.py:50
Found a known-risky pattern (exec_used). Review and replace if possible.
src/sandbox.py:50 Exec used
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. 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 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 security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/background.py:153
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/background.py:153 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/constraint.py:293
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/constraint.py:293 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/director.py:1533
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/director.py:1533 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/graduation.py:398
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/graduation.py:398 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/hooks.py:568
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/hooks.py:568 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/orch_bridges.py:632
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/orch_bridges.py:632 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/quality_gate.py:537
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
src/quality_gate.py:537 Subprocess shell true
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/scope_ab_runner.py:80
`subprocess.check_output(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/background.py:151
`subprocess.Popen(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/orch_bridges.py:630
`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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 18 placeholder/mock markers across 12 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 30 in use
Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
research/data_collection_template.sh Ports
low System graph quality Integrity conf 1.00 31 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ANTHROPIC_API_KEY`, `CLAUDE_BIN`, `CODEX_AUTH_FILE`, `CODEX_BIN`, `OPENCLAW_CFG`, `OPENROUTER_API_KEY`, `ORCH_ITEM_TEXT`, `ORCH_PROJECT` + 23 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 1217 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: python:3.12-alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:1 containersPinned dependencies
low System graph quality Integrity conf 1.00 14 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/goal_map.py:find_conflicts, src/goal_map.py:find_conflicts 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.
14 occurrences
repo-level (14 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/claim_verifier.py:has_hallucinations, src/claim_verifier.py:has_hallucinations, src/claim_verifier.py:has_hallucinations This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidat…
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: src/llm.py:complete, src/llm.py:complete, src/llm.py:complete, src/llm.py:complete 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 `entry_copy` in src/captains_log.py:674
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 `handler_v1` in tests/test_step_events.py:98
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_apply_skill_creates_backup` in tests/integration/test_evolver_apply.py:500
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_gc_narrative_logs_removes_old` in tests/test_gc_memory.py:193
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 `to_legacy` in src/inspector.py:259
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: clear_runtime_tools
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/runtime_tools.py:232
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.
src/step_events.py:161
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/observe.py:1406
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/observe.py:1453
low System graph software Dead code conf 1.00 Possibly dead Python function: enqueue_main
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/handle.py:2095
low System graph software Dead code conf 1.00 Possibly dead Python function: evaluate_skill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/strategy_evaluator.py:322
low System graph software Dead code conf 1.00 Possibly dead Python function: evaluate_suggestion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/strategy_evaluator.py:337
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_refinement_hint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/step_exec.py:496
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/observe.py:1394
low System graph software Dead code conf 1.00 Possibly dead Python function: receive_from_gateway
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gateway.py:328
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_worker_session_script
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/orch_bridges.py:533
low System graph software Dead code conf 1.00 Possibly dead Python function: score_skill
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/doctor.py:397
low System graph software Dead code conf 1.00 Possibly dead Python function: send_to_gateway_async
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/gateway.py:262
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_AsyncFunctionDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/codebase_graph.py:256
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_AsyncFunctionDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bughunter.py:145
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_ClassDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/codebase_graph.py:231
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_ExceptHandler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bughunter.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_FunctionDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/codebase_graph.py:253
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_FunctionDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/bughunter.py:141
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 quality Complexity conf 1.00 Very large file: src/agent_loop.py (5191 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/cli.py (1848 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/director.py (2151 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/evolver.py (3266 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/handle.py (2131 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/inspector.py (2066 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/introspect.py (1509 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/knowledge_web.py (1633 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/llm.py (1681 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/observe.py (1685 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/orch_bridges.py (1378 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/persona.py (1376 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/skills.py (2055 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/step_exec.py (1276 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_agent_loop.py (3121 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_director.py (1772 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_evolver.py (2692 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_handle.py (2199 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_inspector.py (1537 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_knowledge_web.py (1349 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_memory.py (1838 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_skills.py (2123 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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