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Test Automation Framework for Couchbase Server and Capella
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.
112 critical findings reported by cisco-skill-scanner, 108 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 -- taf
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- taf ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
6 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.
v1.4.0
6 findings · 0.6s
v2.0.11
992 findings · 125.8s
v0.3.74
Timed out
0 findings · 450.0s
v0.1.0
193 findings · 111.6s
v0.1.0
0 findings · 111.7s
vv0.3.2
Incomplete run
0 findings · 0.4s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.5s
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: completecisco-skill-scanner: completeagent-audit-kit ·!: timeoutnerlo-behavioral: completenerlo-install-instruction: completecapslock ·!: incompletenerlo-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 1,191 findings across every scanner that examined this package. 4 of 112 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.
110 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: DATA_EXFIL_SOCKET_CONNECT, opt.nerlo-rules.nerlo-py-secret-to-network-egress, DATA_EXFIL_SENSITIVE_FILES and 4 more · Files: /repo/pytests/aGoodDoctor/fusion/fusion_cluster_on_off_test.py, /repo/pytests/security/jwt_oidc_test.py, /repo/pytests/aGoodDoctor/fusion/fusion_billing_test.py and 8 more · reported by cisco-skill-scanner, nerlo-behavioral
12 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_MISSING_LICENSE · Files: /repo/docs/SKILL.md, /repo/docs/agent-context/SKILL.md, /repo/docs/test-plans/fusion-cloud/SKILL.md and 3 more · reported by cisco-skill-scanner
11 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: TOOL_ABUSE_UNDECLARED_NETWORK, FILE_MAGIC_MISMATCH · Files: /repo/repo/AGENTS.md, /repo/couchbase_utils/repo/couchbase_utils/AGENTS.md, /repo/pytests/Columnar/repo/pytests/Columnar/agents.md and 8 more · reported by cisco-skill-scanner
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.
191 FILE_MAGIC_MISMATCH
Files: /repo/conf/cbas/py-cbas-udf-management.conf, /repo/conf/columnar/legacy_cbas/py-cbas-udf-management.conf, /repo/conf/N1qlTransaction/process_crash.conf and 188 more · reported by cisco-skill-scanner
169 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/couchbase_utils/cbas_utils/cbas_utils_columnar.py, /repo/couchbase_utils/cbas_utils/cbas_utils_on_prem.py, /repo/couchbase_utils/security_utils/credential_store_utils.py and 27 more · reported by cisco-skill-scanner
152 SECRET_PASSWORD_VAR
Files: /repo/couchbase_utils/bucket_utils/bucket_ready_functions.py, /repo/couchbase_utils/capella_utils/columnar.py, /repo/couchbase_utils/cb_tools/cb_cli.py and 48 more · reported by cisco-skill-scanner
124 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/couchbase_utils/cb_server_rest_util/buckets/manage_bucket.py, /repo/couchbase_utils/cb_server_rest_util/cluster_nodes/cluster_init_provision.py, /repo/couchbase_utils/cb_server_rest_util/cluster_nodes/node_add_remove.py and 28 more · reported by nerlo-behavioral
73 MANIFEST_MISSING_LICENSE
Artifact has critical command injection and data exfiltration risks.
The artifact contains multiple critical command injection vulnerabilities, including in `jwt_utils.py` and `CBASOperations_Rest.py`, allowing for shell execution. It also exhibits critical data exfiltration capabilities via socket connections in `crl_utils.py` and `task.py`. Furthermore, path traversal vulnerabilities in `eventing_utils.py` and `xdcr_ready_functions.py` could lead to arbitrary file operations. SQL injection risks are also present.
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.
Files: /repo/.claude/skills/upgrade-path-maintenance/SKILL.md, /repo/.claude/skills/source-attribution/SKILL.md, /repo/.claude/skills/debug_sirius_java_loader/SKILL.md and 70 more · reported by cisco-skill-scanner
53 COMMAND_INJECTION_SHELL_TRUE
Files: /repo/couchbase_utils/eventing_utils/eventing_utils.py, /repo/lib/couchbase_helper/data_analysis_helper.py, /repo/lib/couchbase_helper/tuq_generators.py and 8 more · reported by cisco-skill-scanner
51 opt.nerlo-rules.nerlo-py-dynamic-exec
Files: /repo/couchbase_utils/bucket_utils/bucket_ready_functions.py, /repo/couchbase_utils/security_utils/jwt_utils.py, /repo/couchbase_utils/security_utils/x509main.py and 20 more · reported by nerlo-behavioral
41 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/connections/Rest_Connection.py, /repo/couchbase_utils/capella_utils/dedicated.py, /repo/couchbase_utils/cb_server_rest_util/connection.py and 6 more · reported by cisco-skill-scanner
36 SQL_INJECTION_STRING_FORMAT
Files: /repo/pytests/Columnar/update_statement.py, /repo/pytests/aGoodDoctor/fusion/fusion_cp_billing_monitor.py, /repo/pytests/Columnar/index_advisor.py and 2 more · reported by cisco-skill-scanner
25 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/.claude/skills/upgrade-path-maintenance/SKILL.md, /repo/.claude/skills/source-attribution/SKILL.md, /repo/.claude/skills/debug_sirius_java_loader/SKILL.md and 22 more · reported by cisco-skill-scanner
19 DATA_EXFIL_SOCKET_CONNECT
Files: /repo/couchbase_utils/security_utils/crl_utils.py, /repo/pytests/aGoodDoctor/fusion/fusion_backup_restore_volume.py, /repo/lib/Jython_tasks/task.py · reported by cisco-skill-scanner
16 YARA_command_injection_generic
Files: /repo/pytests/storage/fusion/fusion_base.py, /repo/scripts/fusion_scripts/nfs_setup.py, /repo/scripts/install_constants.py and 1 more · reported by cisco-skill-scanner
15 COMMAND_INJECTION_EVAL
Files: /repo/couchbase_utils/security_utils/jwt_utils.py, /repo/lib/CbasLib/CBASOperations_Rest.py, /repo/lib/couchbase_helper/documentgenerator.py and 4 more · reported by cisco-skill-scanner
14 COMMAND_INJECTION_OS_SYSTEM
Files: /repo/pytests/storage/fusion/fusion_accelerator_cli.py, /repo/pytests/storage/fusion/fusion_base.py, /repo/pytests/storage/fusion/fusion_dcp_rebalance.py and 4 more · reported by cisco-skill-scanner
14 HIDDEN_DATA_FILE
Files: /repo/.factory/skills/debug-sirius-java-loader/SKILL.md, /repo/.factory/skills/skill-index.md, /repo/.factory/skills/upgrade-path-maintenance/SKILL.md and 11 more · reported by cisco-skill-scanner
14 YARA_autonomy_abuse_generic
Files: /repo/pytests/aGoodDoctor/fusion/fusion_cp_billing_monitor.py · reported by cisco-skill-scanner
11 YARA_system_manipulation_generic
Files: /repo/platform_utils/ssh_util/shell_util/platforms/unix.py, /repo/scripts/containers/couchbase/CentOS7/functions, /repo/scripts/collect_server_info.py and 1 more · reported by cisco-skill-scanner
7 PATH_TRAVERSAL_OPEN
Files: /repo/couchbase_utils/eventing_utils/eventing_utils.py, /repo/pytests/eventing/eventing_base.py, /repo/couchbase_utils/xdcr_utils/xdcr_ready_functions.py · reported by cisco-skill-scanner
6 MANIFEST_INVALID_NAME
Files: /repo/.claude/skills/debug_sirius_java_loader/SKILL.md, /repo/platform_utils/ssh_util/install_util/SKILL.md, /repo/pytests/Columnar/SKILL.md and 3 more · reported by cisco-skill-scanner
6 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/pytests/security/repo/pytests/security/JWT_OIDC_AGENTS.md, /repo/pytests/ns_server/repo/pytests/ns_server/credential_store_AGENTS.md, /repo/pytests/security/onCloud/repo/pytests/security/onCloud/SSO_README.md and 3 more · reported by cisco-skill-scanner
3 SECRET_CONNECTION_STRING
Files: /repo/lib/Jython_tasks/sirius_task.py, /repo/pytests/aGoodDoctor/goldfish/datasources.py · reported by cisco-skill-scanner
2 DATA_EXFIL_SENSITIVE_FILES
Files: /repo/pytests/cbas/cbas_external_links_AWS_S3.py, /repo/pytests/cbas/cbas_standalone_collection_s3_rebalance_failover.py · reported by cisco-skill-scanner
2 EXCESSIVE_FILE_COUNT
Files: /repo/., /repo/couchbase_utils/. · reported by cisco-skill-scanner
2 FIND_EXEC_PATTERN
Files: /repo/scripts/executor_script_cloud.sh, /repo/scripts/executor_script.sh · reported by cisco-skill-scanner
1 agents-no-tools-agents/fusion-triage.md
Files: agents/fusion-triage.md · reported by agentshield
1 agents-no-tools-agents/fusion.md
Files: agents/fusion.md · reported by agentshield
1 BINARY_FILE_DETECTED
Files: /repo/pytests/cbas/test_requirements/parquetTypes.parquet · reported by cisco-skill-scanner
1 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/.vulture_whitelist.py · reported by cisco-skill-scanner
1 hooks-no-pretooluse
Files: settings.json · reported by agentshield
1 permissions-no-block
Files: settings.json · reported by agentshield
1 skills-missing-governance-skills/skill-index.md
Files: skills/skill-index.md · reported by agentshield
1 skills-missing-telemetry-skills/skill-index.md
Files: skills/skill-index.md · reported by agentshield
1 TOOL_ABUSE_SYSTEM_MODIFICATION
Files: /repo/scripts/fusion_scripts/setup_server_new.sh · reported by cisco-skill-scanner
1 TOOL_ABUSE_SYSTEM_PACKAGE_INSTALL
Files: /repo/scripts/start_cluster_and_run_tests.sh · reported by cisco-skill-scanner
1 UNANALYZABLE_BINARY
Files: /repo/pytests/cbas/test_requirements/parquetTypes.parquet · reported by cisco-skill-scanner
1 YARA_code_execution_generic
Files: /repo/lib/CbasLib/CBASOperations_Rest.py · reported by cisco-skill-scanner
Showing 25 of 398; the rest are in the per-scanner reports above.