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winkTech/agent-harness-logic

https://github.com/winkTech/agent-harness-logic · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

151 raw signals (0 security + 151 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 130 actionable findings from 1 signal source. 21 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
50.6
/100
Security checks
51
0 findings
System graph
51
88.9% cov · 130 findings
Critical
1
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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 1 High 3 Medium 38 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 130 Crowd 0 Layer: Software 25 Network 4 Hardware 3 Frontend 1 Security 24 Cicd 1 Quality 72
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Scan summary Repository scanned at 50.6/100 with 88.9% coverage. It contains 3937 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 151 findings — concentrated in quality (91), software (25), security (24). Risk profile is high: 1 critical, 3 high, 38 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 63 of 130 actionable findings. 151 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 System graph security Secrets conf 1.00 Possible secret in skills/security-review/SKILL.md
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
skills/security-review/SKILL.md:29
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: engine/schemas/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.
engine/schemas/CLAUDE.md:37 SecretsClaude instruction
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/security-review/SKILL.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.
skills/security-review/SKILL.md:28 SecretsSkill file
high System graph security Secrets conf 1.00 Runtime dotenv file present in repo: engine/channels/telegram/.env
`engine/channels/telegram/.env` looks like a runtime dotenv file. No high-confidence secret value was matched, but runtime dotenv files often drift into live credentials. Move real values to a secret manager and keep only `.env.example` style templates in source control.
engine/channels/telegram/.env ConfigEnv fileRuntime env
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/agent-management/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/agent-management/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/brainstorming/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/brainstorming/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/browser/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/browser/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/code-review/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/code-review/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/code-search/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/code-search/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/debugging/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/debugging/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/markitdown-converter/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/markitdown-converter/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/presentation/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/presentation/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/project-init/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/project-init/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/python-hardware-debug/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/python-hardware-debug/SKILL.md VerificationSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/modern-python/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/modern-python/SKILL.md:261 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/presentation/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/presentation/SKILL.md:112 Supply chainSkill file
medium System graph hardware Security conf 1.00 Dockerfile runs as root: knowledge/docs/templates/ci/docker/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 'dangerous_innerhtml' in skills/security-review/SKILL.md:207
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
skills/security-review/SKILL.md:207 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in skills/skill-creator/assets/eval_review.html:69
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
skills/skill-creator/assets/eval_review.html:69 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in skills/skill-creator/eval-viewer/viewer.html:766
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
skills/skill-creator/eval-viewer/viewer.html:766 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in skills/security-review/SKILL.md:145
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
skills/security-review/SKILL.md:145 Local storage auth token
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/diagnostics.cjs:17
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/diagnostics.cjs:17 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/dream-startup-inject.cjs:27
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/dream-startup-inject.cjs:27 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/eda-detect.cjs:35
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/eda-detect.cjs:35 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/fpga-wave-helper.cjs:16
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/fpga-wave-helper.cjs:16 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/hooks/diff-size-gate.js:19
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/hooks/diff-size-gate.js:19 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/hooks/lint-auto-gate.js:16
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/hooks/lint-auto-gate.js:16 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/hooks/local-runner.cjs:24
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/hooks/local-runner.cjs:24 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/hooks/pre-commit-lint.js:17
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/hooks/pre-commit-lint.js:17 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/hooks/resource-budget-gate.js:27
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/hooks/resource-budget-gate.js:27 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/hooks/stop-runner.cjs:27
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/hooks/stop-runner.cjs:27 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/lib/bench-hooks.cjs:18
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/lib/bench-hooks.cjs:18 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in engine/scripts/lib/lint-utils.cjs:15
Found a known-risky pattern (node_child_process). Review and replace if possible.
engine/scripts/lib/lint-utils.cjs:15 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in skills/git-expert/scripts/main.cjs:59
Found a known-risky pattern (node_child_process). Review and replace if possible.
skills/git-expert/scripts/main.cjs:59 Node child process
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — knowledge/primary/domains/fpga/examples/picorv32-main/showtrace.py:10
`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 — skills/skill-creator/scripts/run_eval.py:85
`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 network Security conf 1.00 Privileged port 20 in use
Port 20 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
knowledge/primary/domains/fpga/examples/verilog-pcie-master/scripts/pcie_set_speed.sh Ports
medium System graph network Security conf 1.00 Privileged port 40 in use
Port 40 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
knowledge/primary/domains/fpga/examples/verilog-pcie-master/scripts/pcie_hot_reset.sh Ports
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 854 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: ubuntu:22.04
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
knowledge/docs/templates/ci/docker/Dockerfile:3 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 3 locations
knowledge/primary/domains/fpga/examples/picorv32-main/.github/workflows/ci.yml:12, 18 (2 hits)
knowledge/primary/domains/fpga/examples/verilog-pcie-master/.github/workflows/regression-tests.yml:19
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 20 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: skills/python-hardware-debug/templates/matlab_cosim.py:load_iq_csv, skills/python-hardware-debug/templates/constellation.py:load_iq_csv This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene).…
20 occurrences
repo-level (20 hits)
duplicatesduplication
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.
skills/skill-creator/eval-viewer/generate_review.py:332
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.
skills/skill-creator/eval-viewer/generate_review.py:361
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_window
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/python-hardware-debug/templates/data_capture.py:162
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_c_header
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/python-hardware-debug/templates/config_gen.py:230
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/python-hardware-debug/templates/config_gen.py:173
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_hex
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/python-hardware-debug/templates/config_gen.py:197
low System graph software Dead code conf 1.00 Possibly dead Python function: gen_tcl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/python-hardware-debug/templates/config_gen.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: load_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
knowledge/primary/domains/comm/convolutional-coding/golden_model/check_conv_decoder.py:265
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.
skills/skill-creator/eval-viewer/generate_review.py:382
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_get_inherited
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/pdf/scripts/fill_fillable_fields.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: plot_via_matlab
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/python-hardware-debug/templates/matlab_cosim.py:205
low System graph software Dead code conf 1.00 Possibly dead Python function: run_function
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/python-hardware-debug/templates/matlab_cosim.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: run_single_query
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/skill-creator/scripts/run_eval.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: sort_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/pdf/scripts/extract_form_field_info.py:96
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 Integrity conf 1.00 Stub function `initiate_function_level_reset` (body is just `pass`/`return`) — knowledge/primary/domains/fpga/examples/verilog-pcie-master/tb/pcie.py:1339
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: knowledge/primary/domains/fpga/examples/verilog-pcie-master/tb/pcie.py (4512 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: knowledge/primary/domains/fpga/examples/verilog-pcie-master/tb/pcie_if.py (1935 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: knowledge/primary/domains/fpga/examples/verilog-pcie-master/tb/pcie_us.py (2793 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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