Design repository-grounded solution architecture in three explicit modes: explore complete directions before decomposition with explore:<draft-slug>, shape one elected planning candidate read-only with shape:<draft-slug>, or baseline a written plan with a human-approved architecture package. Explore writes only a reviewable decision workbench; shape returns planning impact without editing the draft; baseline preserves plan-owned boundaries and requires final human approval. Use /core-engineering:ce-plan for decomposition, /core-engineering:ce-decide for one bounded technical fork, and /core-engineering:ce-spec for feature-level design.
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
21 critical findings reported by cisco-skill-scanner, agent-audit-kit, 12 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'relusion/vg-sdlc-claude-plugins (ce-architecture)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'relusion/vg-sdlc-claude-plugins (ce-architecture)' ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v2.0.11
213 findings · 74.6s
v0.3.74
44 findings · 111.9s
v0.1.0
0 findings · 35.2s
v0.1.0
3 findings · 35.2s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.2s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 21, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
Out of 260 findings across every scanner that examined this package. 9 of 21 findings rated critical by their scanner were among the dismissals.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
93 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: AAK-OAUTH-001, LOW_ANALYZABILITY, AAK-OAUTH-007 and 4 more · Files: evals/fixtures/architecture-ready-plan/src/auth.py, evals/fixtures/architecture-ready-plan/docs/plans/team-invitations-rbac/plan.json, evals/golden/EVAL-020/docs/plans/team-invitations-rbac/plan.json and 46 more · reported by agent-audit-kit, cisco-skill-scanner
18 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: YARA_command_injection_generic, AAK-SECRET-003, DATA_EXFIL_SOCKET_CONNECT and 6 more · Files: /repo/tests/test_net_guard.py, tests/test_infra_lint.py, tests/test_secrets_guard.py and 7 more · reported by cisco-skill-scanner, agent-audit-kit
2 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: MANIFEST_INVALID_NAME · Files: /repo/.github/ISSUE_TEMPLATE/SKILL.md, /repo/.github/SKILL.md · reported by cisco-skill-scanner
1 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-003 · Files: CLAUDE.md · reported by agent-audit-kit
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
52 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/core-engineering/skills/ce-ship-backlog/SKILL.md, /repo/plugins/core-engineering/skills/ce-patch/SKILL.md, /repo/plugins/core-engineering/skills/ce-implement/SKILL.md and 49 more · reported by cisco-skill-scanner
19 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/evals/SKILL.md, /repo/plugins/core-engineering/SKILL.md and 16 more · reported by cisco-skill-scanner
11 AAK-HEALTHCARE-AI-004
Files: CHANGELOG.md, evals/README.md, evals/coverage-allowlist.json and 8 more · reported by agent-audit-kit
8 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/plugins/core-engineering/skills/ce-probe-deps/scripts/sca-guard.py, /repo/scripts/gen_popular_packages.py · reported by cisco-skill-scanner
6 YARA_credential_harvesting_generic
Files: /repo/plugins/core-engineering/hooks/guarded-secrets.json, /repo/evals/scenarios.json, /repo/SECURITY.md · reported by cisco-skill-scanner
Critical findings: credential harvesting, command injection, and data flow.
The artifact contains critical findings for credential harvesting in `SECURITY.md` and `guarded-secrets.json`, and command injection and pipeline taint flow in `net-guard.py`. High severity findings include system manipulation in `git-guard.py`, potential secret exposure in multiple `scripts/`, and OAuth configuration issues in `plan.json` and `auth.py`. Additionally, installation instructions include a reverse shell directive in `README.md`.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.
5 AAK-SECRET-004
Files: scripts/supply_chain_check.py, plugins/core-engineering/skills/ce-decide/scripts/decide-lint.py, plugins/core-engineering/skills/ce-auto-build/scripts/spec-lint.py and 2 more · reported by agent-audit-kit
4 FILE_MAGIC_MISMATCH
Files: /repo/action/test-integrity/action.yml, /repo/templates/adopter-ci/gates.yml, /repo/templates/adopter-ci/gates.gitlab-ci.yml · reported by cisco-skill-scanner
3 AAK-TASKS-003
Files: plugins/core-engineering/skills/ce-implement/scripts/task-evidence.py, plugins/core-engineering/skills/ce-verify/scripts/task-evidence.py, plugins/core-engineering/skills/ce-ship-release/scripts/task-evidence.py · reported by agent-audit-kit
3 EXCESSIVE_FILE_COUNT
Files: /repo/plugins/core-engineering/., /repo/evals/., /repo/. · reported by cisco-skill-scanner
3 GLOB_HIDDEN_FILE_TARGETING
Files: /repo/plugins/core-engineering/hooks/env-guard.py · reported by cisco-skill-scanner
3 MANIFEST_INVALID_NAME
Files: /repo/evals/golden/EVAL-004/SKILL.md, /repo/evals/golden/EVAL-020/SKILL.md, /repo/evals/golden/EVAL-005/SKILL.md · reported by cisco-skill-scanner
3 PIPELINE_TAINT_FLOW
Files: /repo/plugins/core-engineering/hooks/net-guard.py · reported by cisco-skill-scanner
3 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/plugins/core-engineering/skills/ce-probe-deps/repo/plugins/core-engineering/skills/ce-probe-deps/SKILL.md, /repo/repo/CHANGELOG.md, /repo/plugins/core-engineering/repo/plugins/core-engineering/THIRD_PARTY_NOTICES.md · reported by cisco-skill-scanner
3 YARA_command_injection_generic
Files: /repo/plugins/core-engineering/hooks/net-guard.py · reported by cisco-skill-scanner
3 YARA_system_manipulation_generic
Files: /repo/plugins/core-engineering/hooks/git-guard.py · reported by cisco-skill-scanner
2 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json · reported by agent-audit-kit
2 AAK-OAUTH-001
Files: evals/golden/EVAL-004/plan.json, evals/golden/EVAL-020/src/auth.py · reported by agent-audit-kit
2 AAK-OAUTH-007
Files: evals/golden/EVAL-004/plan.json, evals/golden/EVAL-020/src/auth.py · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-001
Files: plugins/core-engineering/skills/ce-brief/personas/privacy-compliance-officer.md · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-002
Files: plugins/core-engineering/skills/ce-brief/personas/privacy-compliance-officer.md · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-003
Files: plugins/core-engineering/skills/ce-brief/personas/privacy-compliance-officer.md · reported by agent-audit-kit
1 ALLOWED_TOOLS_NETWORK_USAGE
Files: /repo/plugins/core-engineering/skills/ce-probe-deps/repo/plugins/core-engineering/skills/ce-probe-deps/SKILL.md · reported by cisco-skill-scanner
1 ALLOWED_TOOLS_WRITE_VIOLATION
Files: /repo/plugins/core-engineering/skills/ce-retro/repo/plugins/core-engineering/skills/ce-retro/SKILL.md · reported by cisco-skill-scanner
1 HIDDEN_DATA_FILE
Files: /repo/.githooks/pre-commit · reported by cisco-skill-scanner
1 MANIFEST_DESCRIPTION_TOO_LONG
Files: /repo/plugins/core-engineering/skills/ce-domain/SKILL.md · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/plugins/core-engineering/skills/ce-review/mode-inbound.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-install-reverse-shell-directive
Files: /repo/plugins/core-engineering/hooks/README.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/plugins/core-engineering/hooks/README.md · reported by nerlo-install-instruction
1 YARA_tool_chaining_abuse_generic
Files: /repo/SECURITY.md · reported by cisco-skill-scanner
Showing 25 of 26; the rest are in the per-scanner reports above.