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scilla-studio-stockholm/claude-plugins

https://github.com/scilla-studio-stockholm/claude-plugins · scanned 2026-06-16 00:04 UTC (2 months, 3 weeks ago)

40 raw signals (0 security + 40 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 39 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.9
/100
Security checks
73
0 findings
System graph
73
77.8% cov · 39 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 17 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 39 Crowd 0 Layer: Software 13 Frontend 1 Security 2 Cicd 1 Quality 22
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Scan summary Repository scanned at 72.9/100 with 77.8% coverage. It contains 527 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 40 findings — concentrated in quality (23), software (13), security (2). Risk profile is low: 0 critical, 0 high, 17 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 39 actionable findings. 40 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: product-discovery/skills/00-OST-facilitator/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.
product-discovery/skills/00-OST-facilitator/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: product-discovery/skills/00a-OST-init-workspace/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.
product-discovery/skills/00a-OST-init-workspace/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: product-discovery/skills/00b-OST-setup-product/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.
product-discovery/skills/00b-OST-setup-product/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: product-discovery/skills/00c-OST-run-opportunity-phase/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.
product-discovery/skills/00c-OST-run-opportunity-phase/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: product-discovery/skills/01-OST-extract-experience-map/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.
product-discovery/skills/01-OST-extract-experience-map/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: product-discovery/skills/02-OST-opportunity-extractor/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.
product-discovery/skills/02-OST-opportunity-extractor/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: product-discovery/skills/03-OST-validate-opportunities/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.
product-discovery/skills/03-OST-validate-opportunities/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: scilla-claude-toolkit/skills/whats-new/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.
scilla-claude-toolkit/skills/whats-new/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: scilla-claude-toolkit/skills/wrapup/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.
scilla-claude-toolkit/skills/wrapup/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: scilla-research/skills/cost-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.
scilla-research/skills/cost-review/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: scilla-research/skills/csv-data-summarizer-claude-skill-main/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.
scilla-research/skills/csv-data-summarizer-claude-skill-main/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: scilla-research/skills/feedback-triage/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.
scilla-research/skills/feedback-triage/SKILL.md VerificationSkill file
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 76 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 quality Tests conf 1.00 Low test-to-source ratio
2 tests / 17 src (ratio 0.12).
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scilla-research/skills/competitive-teardown/scripts/gather_intel.py:fetch_url_curl, scilla-research/skills/competitive-teardown/scripts/gather_intel.py:fetch_url This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_text_from_csv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:290
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_text_from_docx
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_text_from_json
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:335
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_text_from_pdf
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:186
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_text_from_txt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:76
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_text_from_xlsx
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:246
low System graph software Dead code conf 1.00 Possibly dead Python function: find_signup_url
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/competitive-teardown/scripts/gather_intel.py:185
low System graph software Dead code conf 1.00 Possibly dead Python function: guess_type
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
product-discovery/templates/serve.py:64
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:391
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_endtag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:386
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_starttag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/knowledge-finder/scripts/search_files.py:382
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.
product-discovery/templates/serve.py:72
low System graph software Dead code conf 1.00 Possibly dead Python function: normalize_speaker
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scilla-research/skills/transcript-cleaner/scripts/clean_transcript.py:147
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 `log_message` (body is just `pass`/`return`) — product-discovery/templates/serve.py:72
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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