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Use at the START of any new piece of work in a superheroes project — when a fuzzy idea needs to become an owner-approved requirements spec. It OWNS the requirements front-half — the *what*, in plain language. Elicits requirements (incl. significant unhappy paths) with the owner, produces the `spec` definition-doc, or exits through a findings record or a park note. Not the technical *how* (that stays with the build).
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.
114 critical findings reported by cisco-skill-scanner, agent-audit-kit, 20 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 -- 'zwrose/superheroes (discovery)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'zwrose/superheroes (discovery)' ~/.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
325 findings · 67.4s
v0.3.74
41 findings · 130.3s
v0.1.0
1 finding · 14.9s
v0.1.0
3 findings · 14.9s
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 · 0.9s
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 22, 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 370 findings across every scanner that examined this package. 94 of 114 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.
215 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: AAK-SECRET-002, PATH_TRAVERSAL_OPEN, COMMAND_INJECTION_EVAL and 13 more · Files: plugins/superheroes/lib/tests/test_pr_comment.py, plugins/superheroes/lib/tests/test_engine_adapter.py, /repo/plugins/superheroes/lib/tests/test_charter_boundary_sync.py and 67 more · reported by agent-audit-kit, cisco-skill-scanner
15 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_INVALID_NAME · Files: /repo/.github/SKILL.md, /repo/plugins/superheroes/lib/tests/fixtures/SKILL.md, /repo/plugins/superheroes/eval/samples/SKILL.md and 11 more · reported by cisco-skill-scanner
3 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, AAK-AGENT-002, TOOL_ABUSE_UNDECLARED_NETWORK · Files: CLAUDE.md, /repo/repo/CLAUDE.md · reported by agent-audit-kit, cisco-skill-scanner
1 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: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/ci.yml · 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.
39 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/superheroes/skills/review-code/SKILL.md, /repo/plugins/superheroes/skills/test-pilot-plan/SKILL.md, /repo/plugins/superheroes/skills/architect-init/SKILL.md and 36 more · reported by cisco-skill-scanner
21 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/hosts/SKILL.md, /repo/eval/SKILL.md and 18 more · reported by cisco-skill-scanner
20 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/plugins/superheroes/lib/engine_dispatch.py, /repo/plugins/superheroes/lib/guardian_tools.py, /repo/plugins/superheroes/lib/launch_ledger.py and 3 more · reported by cisco-skill-scanner
16 PATH_TRAVERSAL_OPEN
Files: /repo/plugins/superheroes/lib/engine_dispatch.py, /repo/plugins/superheroes/lib/review_memory.py, /repo/plugins/superheroes/lib/round_commit.py and 1 more · reported by cisco-skill-scanner
14 FILE_MAGIC_MISMATCH
Files: /repo/plugins/superheroes/rubric/orders/dispatch-panel.md, /repo/plugins/superheroes/rubric/orders/dispatch-synthesis.md, /repo/plugins/superheroes/templates/plan-comment.md and 1 more
Critical risks: shell execution, network egress, path traversal, and credential exposure.
The artifact contains critical findings including potential shell execution via `eval` in `round_driver.py` and network egress capabilities through socket connections in `pilot_appctl.py`. Multiple path traversal vulnerabilities are present across several files, such as `engine_dispatch.py` and `round_commit.py`, which could allow access to arbitrary file system locations. Additionally, high severity findings indicate potential credential exposure in `core_md.py`.
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.
4 AAK-SECRET-004
Files: plugins/superheroes/lib/core_md.py, plugins/superheroes/lib/pilot_policy.py · reported by agent-audit-kit
4 HIDDEN_DATA_FILE
Files: /repo/.agents/plugins/marketplace.json, /repo/.release-please-manifest.json, /repo/plugins/superheroes/.codex-plugin/plugin.json · reported by cisco-skill-scanner
3 AAK-HEALTHCARE-AI-004
Files: LEDGERS.md, plugins/superheroes/skills/workhorse/SKILL.md, plugins/superheroes/skills/review-code/reference/auto-fix-loop.md · reported by agent-audit-kit
2 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json, .agents/plugins/marketplace.json · reported by agent-audit-kit
2 COMMAND_INJECTION_EVAL
Files: /repo/plugins/superheroes/lib/round_driver.py · reported by cisco-skill-scanner
2 COMMAND_INJECTION_SHELL_TRUE
Files: /repo/plugins/superheroes/lib/verify_gate.py · reported by cisco-skill-scanner
2 DATA_EXFIL_SOCKET_CONNECT
Files: /repo/plugins/superheroes/lib/pilot_appctl.py · reported by cisco-skill-scanner
2 EXCESSIVE_FILE_COUNT
Files: /repo/plugins/superheroes/., /repo/. · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/plugins/superheroes/reference/owner-authority-allowlist.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/plugins/superheroes/skills/review-code/reference/round-driver.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-py-dynamic-exec
Files: /repo/plugins/superheroes/lib/verify_gate.py · reported by nerlo-behavioral
1 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/plugins/superheroes/repo/plugins/superheroes/CHANGELOG.md · reported by cisco-skill-scanner
Showing 25 of 49; the rest are in the per-scanner reports above.