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richard-devbot/SDLC-rstack

https://github.com/richard-devbot/SDLC-rstack · scanned 2026-06-15 23:51 UTC (2 months, 3 weeks ago)

257 raw signals (0 security + 257 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 215 actionable findings from 1 signal source. 42 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
45.4
/100
Security checks
45
0 findings
System graph
45
100.0% cov · 215 findings
Critical
6
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 6 High 49 Medium 96 Low 58 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 215 Crowd 0 Layer: Software 29 Frontend 10 Network 2 Security 80 Cicd 4 Quality 80 Api 10
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Scan summary Repository scanned at 45.4/100 with 100.0% coverage. It contains 4207 nodes across 7 cross-layer flows, written primarily in mixed languages. Engine surfaced 257 findings — concentrated in quality (98), security (91), software (29). Risk profile is high: 17 critical, 49 high, 97 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 201 of 215 actionable findings. 257 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 security conf 1.00 Insecure pattern 'private_key_in_repo' in plugins/kubernetes-operations/skills/k8s-manifest-generator/SKILL.md:224
Found a known-risky pattern (private_key_in_repo). Review and replace if possible.
plugins/kubernetes-operations/skills/k8s-manifest-generator/SKILL.md:224 Private key in repo
critical System graph security Secrets conf 1.00 2 occurrences Possible secret in skills/architecture-design/api-endpoint-builder/SKILL.md
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lines 286, 301
skills/architecture-design/api-endpoint-builder/SKILL.md:286, 301 (2 hits)
critical System graph security Secrets conf 1.00 4 occurrences Possible secret in skills/security-compliance/api-fuzzing-bug-bounty/SKILL.md
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lines 211, 222, 223, 224
skills/security-compliance/api-fuzzing-bug-bounty/SKILL.md:211, 222, 223, 224 (4 hits)
critical System graph security Secrets conf 1.00 Possible secret in skills/security-compliance/cc-skill-security-review/SKILL.md
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
skills/security-compliance/cc-skill-security-review/SKILL.md:31
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/agent-teams/skills/task-coordination-strategies/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.
plugins/agent-teams/skills/task-coordination-strategies/SKILL.md:2 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/backend-development/skills/microservices-patterns/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.
plugins/backend-development/skills/microservices-patterns/SKILL.md:306 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/blockchain-web3/skills/nft-standards/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.
plugins/blockchain-web3/skills/nft-standards/SKILL.md:49 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/cicd-automation/skills/secrets-management/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.
plugins/cicd-automation/skills/secrets-management/SKILL.md:160 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/cloud-infrastructure/skills/mtls-configuration/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.
plugins/cloud-infrastructure/skills/mtls-configuration/SKILL.md:137 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/developer-essentials/skills/auth-implementation-patterns/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.
plugins/developer-essentials/skills/auth-implementation-patterns/SKILL.md:116 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/frontend-mobile-development/skills/react-state-management/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.
plugins/frontend-mobile-development/skills/react-state-management/SKILL.md:299 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/javascript-typescript/skills/modern-javascript-patterns/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.
plugins/javascript-typescript/skills/modern-javascript-patterns/SKILL.md:551 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/javascript-typescript/skills/nodejs-backend-patterns/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.
plugins/javascript-typescript/skills/nodejs-backend-patterns/SKILL.md:414 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/kubernetes-operations/skills/gitops-workflow/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.
plugins/kubernetes-operations/skills/gitops-workflow/SKILL.md:247 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/kubernetes-operations/skills/k8s-manifest-generator/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.
plugins/kubernetes-operations/skills/k8s-manifest-generator/SKILL.md:186 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/llm-application-dev/skills/embedding-strategies/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.
plugins/llm-application-dev/skills/embedding-strategies/SKILL.md:58 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/llm-application-dev/skills/hybrid-search-implementation/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.
plugins/llm-application-dev/skills/hybrid-search-implementation/SKILL.md:429 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/observability-monitoring/skills/prometheus-configuration/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.
plugins/observability-monitoring/skills/prometheus-configuration/SKILL.md:157 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/payment-processing/skills/paypal-integration/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.
plugins/payment-processing/skills/paypal-integration/SKILL.md:139 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/payment-processing/skills/pci-compliance/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.
plugins/payment-processing/skills/pci-compliance/SKILL.md:188 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/python-development/skills/python-configuration/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.
plugins/python-development/skills/python-configuration/SKILL.md:105 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/quantitative-trading/skills/risk-metrics-calculation/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.
plugins/quantitative-trading/skills/risk-metrics-calculation/SKILL.md:2 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/reverse-engineering/skills/protocol-reverse-engineering/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.
plugins/reverse-engineering/skills/protocol-reverse-engineering/SKILL.md:316 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/systems-programming/skills/rust-async-patterns/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.
plugins/systems-programming/skills/rust-async-patterns/SKILL.md:256 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: plugins/ui-design/skills/web-component-design/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.
plugins/ui-design/skills/web-component-design/SKILL.md:217 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/architecture-design/api-design-reviewer/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/architecture-design/api-design-reviewer/SKILL.md:256 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/architecture-design/api-design/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/architecture-design/api-design/SKILL.md:307 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/architecture-design/backend-patterns/cc-skill-backend-patterns/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/architecture-design/backend-patterns/cc-skill-backend-patterns/SKILL.md:99 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/architecture-design/backend-patterns/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/architecture-design/backend-patterns/SKILL.md:108 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/code-patterns/django-patterns/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/code-patterns/django-patterns/SKILL.md:514 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/devops-deployment/aws-iam-best-practices/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/devops-deployment/aws-iam-best-practices/SKILL.md:87 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/devops-deployment/aws-serverless/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/devops-deployment/aws-serverless/SKILL.md:112 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/devops-deployment/aws-solution-architect/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/devops-deployment/aws-solution-architect/SKILL.md:71 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/requirements-planning/project-management/senior-pm/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/requirements-planning/project-management/senior-pm/SKILL.md:145 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/security-compliance/api-security-best-practices/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-compliance/api-security-best-practices/SKILL.md:158 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/security-compliance/broken-authentication/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-compliance/broken-authentication/SKILL.md:189 SecretsSkill file
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: skills/security-compliance/cc-skill-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-compliance/cc-skill-security-review/SKILL.md:30 SecretsSkill file
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/memory-health (src/observability/collectors/legacy.js:290)
`src/observability/collectors/legacy.js:290` calls `GET /api/memory-health` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memory-health` If this points at an external API, prefix it with `https://` so the matcher s…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/metrics (src/observability/collectors/legacy.js:237)
`src/observability/collectors/legacy.js:237` calls `GET /api/metrics` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/metrics` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/state (src/observability/dashboard/ui/client.js:1819)
`src/observability/dashboard/ui/client.js:1819` calls `GET /api/state` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/state` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/state (src/observability/dashboard/ui/studio3d.js:590)
`src/observability/dashboard/ui/studio3d.js:590` calls `GET /api/state` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/state` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET http://localhost:${port}/api/metrics (tests/harness-dashboard.test.js:64)
`tests/harness-dashboard.test.js:64` calls `GET http://localhost:${port}/api/metrics` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/http:/localhost:/<p>/api/metrics` If this points at an external API, prefix it wit…
Dangling fetchFetch
high System graph security security conf 1.00 Insecure pattern 'eval_used' in plugins/developer-essentials/skills/code-review-excellence/SKILL.md:424
Found a known-risky pattern (eval_used). Review and replace if possible.
plugins/developer-essentials/skills/code-review-excellence/SKILL.md:424 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in skills/code-review-pr/SKILL.md:686
Found a known-risky pattern (eval_used). Review and replace if possible.
skills/code-review-pr/SKILL.md:686 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in skills/cso/SKILL.md:573
Found a known-risky pattern (eval_used). Review and replace if possible.
skills/cso/SKILL.md:573 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in skills/plan-eng-review/SKILL.md:570
Found a known-risky pattern (eval_used). Review and replace if possible.
skills/plan-eng-review/SKILL.md:570 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in skills/security-owasp/SKILL.md:465
Found a known-risky pattern (eval_used). Review and replace if possible.
skills/security-owasp/SKILL.md:465 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in skills/ship/SKILL.md:847
Found a known-risky pattern (eval_used). Review and replace if possible.
skills/ship/SKILL.md:847 Eval used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in skills/cso/SKILL.md:573
Found a known-risky pattern (exec_used). Review and replace if possible.
skills/cso/SKILL.md:573 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in skills/security-owasp/SKILL.md:465
Found a known-risky pattern (exec_used). Review and replace if possible.
skills/security-owasp/SKILL.md:465 Exec used
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/observability/dashboard/ui/client.js:1342
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: plugins/agent-teams/skills/parallel-feature-development/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.
plugins/agent-teams/skills/parallel-feature-development/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/backend-development/skills/event-store-design/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.
plugins/backend-development/skills/event-store-design/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/backend-development/skills/microservices-patterns/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.
plugins/backend-development/skills/microservices-patterns/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/backend-development/skills/saga-orchestration/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.
plugins/backend-development/skills/saga-orchestration/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/cloud-infrastructure/skills/hybrid-cloud-networking/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.
plugins/cloud-infrastructure/skills/hybrid-cloud-networking/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/cloud-infrastructure/skills/service-mesh-observability/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.
plugins/cloud-infrastructure/skills/service-mesh-observability/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/database-design/skills/postgresql/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.
plugins/database-design/skills/postgresql/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/developer-essentials/skills/sql-optimization-patterns/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.
plugins/developer-essentials/skills/sql-optimization-patterns/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/game-development/skills/godot-gdscript-patterns/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.
plugins/game-development/skills/godot-gdscript-patterns/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/kubernetes-operations/skills/k8s-security-policies/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.
plugins/kubernetes-operations/skills/k8s-security-policies/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/llm-application-dev/skills/similarity-search-patterns/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.
plugins/llm-application-dev/skills/similarity-search-patterns/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/python-development/skills/python-configuration/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.
plugins/python-development/skills/python-configuration/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: plugins/systems-programming/skills/rust-async-patterns/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.
plugins/systems-programming/skills/rust-async-patterns/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/architecture-design/backend-patterns/cc-skill-backend-patterns/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/architecture-design/backend-patterns/cc-skill-backend-patterns/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/architecture-design/backend-patterns/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/architecture-design/backend-patterns/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/architecture-design/best-practices/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/architecture-design/best-practices/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/automation/bottleneck-identifier/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/automation/bottleneck-identifier/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/brand-guidelines/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/brand-guidelines/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/code-patterns/express-route-generator/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-patterns/express-route-generator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/code-patterns/fastapi-router-creator/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-patterns/fastapi-router-creator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/code-patterns/flask-blueprint-creator/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-patterns/flask-blueprint-creator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/code-patterns/go-handler-generator/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-patterns/go-handler-generator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/devops-deployment/argocd-app-deployer/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/devops-deployment/argocd-app-deployer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/documentation-writing/architecture-doc-creator/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/documentation-writing/architecture-doc-creator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/documentation-writing/changelog-generator/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/documentation-writing/changelog-generator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/documentation-writing/documentation-templates/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/documentation-writing/documentation-templates/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/documentation-writing/documentation/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/documentation-writing/documentation/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/documentation-writing/mermaid-diagrams/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/documentation-writing/mermaid-diagrams/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/docx/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/docx/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/freeze/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/freeze/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/gstack-upgrade/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/gstack-upgrade/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/internal-comms/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/internal-comms/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/performance-monitoring/application-profiler/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/performance-monitoring/application-profiler/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/performance-monitoring/benchmark-suite-creator/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/performance-monitoring/benchmark-suite-creator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/performance-monitoring/bundle-size-analyzer/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/performance-monitoring/bundle-size-analyzer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/performance-monitoring/cache-performance-optimizer/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/performance-monitoring/cache-performance-optimizer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/performance-monitoring/creating-alerting-rules/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/performance-monitoring/creating-alerting-rules/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/performance-monitoring/creating-apm-dashboards/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/performance-monitoring/creating-apm-dashboards/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/performance-monitoring/datadog-cli/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/performance-monitoring/datadog-cli/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/requirements-planning/backlog-grooming-assistant/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/requirements-planning/backlog-grooming-assistant/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/requirements-planning/okr-tracker-creator/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/requirements-planning/okr-tracker-creator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/requirements-planning/project-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/requirements-planning/project-management/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/requirements-planning/roadmap-communicator/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/requirements-planning/roadmap-communicator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/security-compliance/api-key-auth-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/security-compliance/api-key-auth-setup/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/security-compliance/attack-surface-analyzer/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/security-compliance/attack-surface-analyzer/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/security-compliance/authentication-validator/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/security-compliance/authentication-validator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/slack-gif-creator/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/slack-gif-creator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/source-command-check-owasp/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/source-command-check-owasp/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/source-command-prime/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/source-command-prime/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: skills/unfreeze/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/unfreeze/SKILL.md VerificationSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: plugins/cloud-infrastructure/skills/linkerd-patterns/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
plugins/cloud-infrastructure/skills/linkerd-patterns/SKILL.md:60 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: plugins/python-development/skills/uv-package-manager/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
plugins/python-development/skills/uv-package-manager/SKILL.md:60 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/code-review-pr/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/code-review-pr/SKILL.md:1012 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/documentation-writing/mermaid-diagrams/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/documentation-writing/mermaid-diagrams/SKILL.md:192 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/docx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/docx/SKILL.md:93 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/pptx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/pptx/SKILL.md:265 Supply chainSkill file
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: skills/ship/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
skills/ship/SKILL.md:1505 Supply chainSkill 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
gitleaks/gitleaks-action@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 2 locations
.github/workflows/ci.yml:61
.github/workflows/release-observer.yml:108
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-observer.yml 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/publish.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in skills/devops-deployment/aws-serverless/SKILL.md:49
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
skills/devops-deployment/aws-serverless/SKILL.md:49 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in src/observability/collectors/legacy.js:19
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
src/observability/collectors/legacy.js:19 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in skills/cso/SKILL.md:570
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
skills/cso/SKILL.md:570 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in skills/security-compliance/cc-skill-security-review/SKILL.md:209
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
skills/security-compliance/cc-skill-security-review/SKILL.md:209 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in skills/security-owasp/SKILL.md:462
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
skills/security-owasp/SKILL.md:462 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in skills/architecture-design/best-practices/SKILL.md:130
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
skills/architecture-design/best-practices/SKILL.md:130 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in skills/code-patterns/browser-extension-builder/SKILL.md:133
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
skills/code-patterns/browser-extension-builder/SKILL.md:133 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/observability/collectors/legacy.js:249
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/observability/collectors/legacy.js:249 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/observability/dashboard/ui/artifact-render.js:195
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/observability/dashboard/ui/artifact-render.js:195 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/observability/dashboard/ui/client.js:258
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/observability/dashboard/ui/client.js:258 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/observability/dashboard/ui/studio3d.js:350
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/observability/dashboard/ui/studio3d.js:350 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in skills/architecture-design/best-practices/SKILL.md:145
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
skills/architecture-design/best-practices/SKILL.md:145 Local storage auth token
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in skills/security-compliance/cc-skill-security-review/SKILL.md:147
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
skills/security-compliance/cc-skill-security-review/SKILL.md:147 Local storage auth token
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in src/observability/dashboard/ui/client.js:1802
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
src/observability/dashboard/ui/client.js:1802 Local storage auth token
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/core/harness/identity.js:11
Found a known-risky pattern (node_child_process). Review and replace if possible.
src/core/harness/identity.js:11 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/hooks/auto-launch.js:1
Found a known-risky pattern (node_child_process). Review and replace if possible.
src/hooks/auto-launch.js:1 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/integrations/pi/rstack-sdlc.ts:4
Found a known-risky pattern (node_child_process). Review and replace if possible.
src/integrations/pi/rstack-sdlc.ts:4 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in src/observability/dashboard/server.js:2
Found a known-risky pattern (node_child_process). Review and replace if possible.
src/observability/dashboard/server.js:2 Node child process
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in skills/cso/SKILL.md:616
Found a known-risky pattern (weak_hash). Review and replace if possible.
skills/cso/SKILL.md:616 Weak hash
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in skills/security-owasp/SKILL.md:514
Found a known-risky pattern (weak_hash). Review and replace if possible.
skills/security-owasp/SKILL.md:514 Weak hash
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/docx/scripts/office/soffice.py:14
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/docx/scripts/office/validators/redlining.py:138
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/pptx/scripts/office/soffice.py:14
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/pptx/scripts/office/validators/redlining.py:138
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/pptx/scripts/thumbnail.py:161
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/xlsx/scripts/office/soffice.py:14
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/xlsx/scripts/office/validators/redlining.py:138
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — skills/xlsx/scripts/recalc.py:92
`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 quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 12 placeholder/mock markers across 4 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 3 in use
Port 3 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
skills/performance-monitoring/deploying-monitoring-stacks/scripts/deploy_grafana.sh Ports
medium System graph network Security conf 1.00 Privileged port 48 in use
Port 48 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
skills/performance-monitoring/deploying-monitoring-stacks/scripts/deploy_grafana.sh Ports
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 717 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 13 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.
4 files, 13 locations
.github/workflows/release-observer.yml:49, 52, 69, 85, 88 (5 hits)
.github/workflows/ci.yml:19, 22, 44, 49 (4 hits)
.github/workflows/publish.yml:17, 20 (2 hits)
.github/workflows/validate-agents.yml:31, 34 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph frontend Frontend quality conf 1.00 Icon-only button without accessible name — src/observability/dashboard/ui/studio3d.js:103
A `<button>` whose only child is a single glyph or symbol needs `title=` or `aria-label=` so screen readers (and tooltips on hover) work. Why: P3 in CHECKLIST.md — icon-only buttons skipped a title. Rule id: fq.button.no-label
Fq button no label
low System graph security security conf 1.00 Insecure pattern 'document_write' in skills/architecture-design/best-practices/SKILL.md:131
Found a known-risky pattern (document_write). Review and replace if possible.
skills/architecture-design/best-practices/SKILL.md:131 Document write
low System graph quality Tests conf 1.00 Low test-to-source ratio
40 tests / 167 src (ratio 0.24).
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: skills/architecture-design/api-design-principles/assets/rest-api-template.py:http_exception_handler, plugins/backend-development/skills/api-design-principles/assets/rest-api-template.py:http_exception_handler This is *the* AI-coder failure mode (4× m…
14 occurrences
repo-level (14 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: skills/security-compliance/auditing-access-control/scripts/access_control_audit.py:analyze_directory, skills/testing-qa/analyzing-test-coverage/scripts/analyze_coverage.py:analyze_directory, skills/architecture-design/analyzing-database-indexes/script…
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `hoursOld` in src/memory/index.js:202
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 `xml_copy` in skills/docx/scripts/office/validators/base.py:705
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 `xml_copy` in skills/pptx/scripts/office/validators/base.py:705
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 `xml_copy` in skills/xlsx/scripts/office/validators/base.py:705
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: add_frames
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/gif_builder.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: analyze_and_optimize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/devops-deployment/aws-solution-architect/scripts/cost_optimizer.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_squash_stretch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:163
low System graph software Dead code conf 1.00 Possibly dead Python function: calculate_arc_motion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:195
low System graph software Dead code conf 1.00 Possibly dead Python function: clear
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/gif_builder.py:267
low System graph software Dead code conf 1.00 Possibly dead Python function: create_blank_frame
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/frame_composer.py:15
low System graph software Dead code conf 1.00 Possibly dead Python function: create_gradient_background
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/frame_composer.py:99
low System graph software Dead code conf 1.00 Possibly dead Python function: draw_circle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/frame_composer.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: draw_star
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/frame_composer.py:137
low System graph software Dead code conf 1.00 Possibly dead Python function: draw_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/frame_composer.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_back_in
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_back_in_out
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:154
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_back_out
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:147
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_cubic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:34
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_elastic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_bounce
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_cubic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_elastic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:92
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_out_quad
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_in_quad
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_out_cubic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_out_elastic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: ease_out_quad
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:22
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_cdk_stack
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/devops-deployment/aws-solution-architect/scripts/serverless_stack.py:234
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_cloudformation_template
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/devops-deployment/aws-solution-architect/scripts/serverless_stack.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_optimization_checklist
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/devops-deployment/aws-solution-architect/scripts/cost_optimizer.py:307
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_service_checklist
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/devops-deployment/aws-solution-architect/scripts/architecture_designer.py:744
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_terraform_configuration
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/devops-deployment/aws-solution-architect/scripts/serverless_stack.py:372
low System graph software Dead code conf 1.00 Possibly dead Python function: interpolate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
skills/slack-gif-creator/core/easing.py:122
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/commands/list.js:108
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/commands/validate.js:133
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/hooks/auto-launch.js:28
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/integrations/pi/rstack-sdlc.ts:2189
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/notifications/index.js:33
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/observability/collectors/legacy.js:372
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/observability/dashboard/server.js:438
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/utils/logger.js:11
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — tests/harness-checkpoints-signatures.test.js:48
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph api Wiring conf 1.00 Unused endpoint: DELETE /api/users/{user_id}
`skills/architecture-design/api-design-principles/assets/rest-api-template.py` declares `DELETE /api/users/{user_id}` 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 r…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/users
`skills/architecture-design/api-design-principles/assets/rest-api-template.py` declares `GET /api/users` 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 do…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/users/{user_id}
`skills/architecture-design/api-design-principles/assets/rest-api-template.py` declares `GET /api/users/{user_id}` 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 remo…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: PATCH /api/users/{user_id}
`skills/architecture-design/api-design-principles/assets/rest-api-template.py` declares `PATCH /api/users/{user_id}` 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 re…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/users
`skills/architecture-design/api-design-principles/assets/rest-api-template.py` declares `POST /api/users` 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 d…
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: skills/architecture-design/api-design-reviewer/scripts/api_scorecard.py (1660 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/integrations/pi/rstack-sdlc.ts (2203 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/observability/dashboard/ui/client.js (1960 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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