GitHub Copilot plugin for Azure
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.
44 critical findings reported by cisco-skill-scanner, agent-audit-kit, 27 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 -- github-copilot-for-azure
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- github-copilot-for-azure ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
5 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
678 findings · 83.7s
v0.3.74
50 findings · 28.1s
v0.1.0
10 findings · 14.7s
v0.1.0
110 findings · 14.7s
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 · 9.8s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
2 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Sep 3, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
| Aug 12, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·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 854 findings across every scanner that examined this package. 15 of 44 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 2 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
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.
74 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: COMMAND_INJECTION_JS_CHILD_PROCESS, YARA_command_injection_generic, AAK-SECRET-003 and 4 more · Files: /repo/scripts/src/tokens/__tests__/integration/compare.integration.test.ts, /repo/tests/comparison/collect-artifacts.ts, /repo/tests/scripts/run-tests.js and 22 more · reported by cisco-skill-scanner, agent-audit-kit
69 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: PIPELINE_TAINT_FLOW, opt.nerlo-rules.nerlo-install-pipe-to-shell, AAK-HEALTHCARE-AI-004 and 5 more · Files: /repo/docs/cli-install/linux/azd.md, /repo/docs/cli-install/macOS/azd.md, /repo/docs/cli-install/linux/az.md and 30 more · reported by cisco-skill-scanner, nerlo-install-instruction, agent-audit-kit
7 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: FILE_MAGIC_MISMATCH, AAK-OAUTH-007, MANIFEST_INVALID_NAME · Files: /repo/.github/workflows/analyze-test-run.md, .github/workflows/issue-triage.lock.yml, .github/workflows/analyze-test-run.lock.yml and 2 more · reported by cisco-skill-scanner, agent-audit-kit
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, AAK-AGENT-001 · Files: .github/copilot-instructions.md · reported by agent-audit-kit
1 Placeholder value — The matched literal is a placeholder or example — the kind of value a scanner reads as a secret and a human reads as a blank to fill in.
Rules: YARA_credential_harvesting_generic · Files: /repo/scripts/src/dashboard/__tests__/collectors/typecheck.test.ts · 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.
200 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/azure-skills/skills/azure-app-onboard/scaffold/SKILL.md, /repo/plugins/azure-skills/skills/azure-app-onboard/prepare/SKILL.md, /repo/plugins/azure-skills/skills/azure-app-onboard/deploy/SKILL.md and 197 more · reported by cisco-skill-scanner
198 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/plugins/azure-skills/skills/azure-app-onboard/scaffold/SKILL.md, /repo/plugins/azure-skills/skills/azure-app-onboard/prepare/SKILL.md, /repo/plugins/azure-skills/skills/azure-app-onboard/deploy/SKILL.md and 195 more · reported by cisco-skill-scanner
93 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/plugins/azure-skills/skills/azure-app-onboard/scaffold/references/subagent-validate.md, /repo/plugins/azure-skills/skills/azure-deploy/references/recipes/azd/ef-migrations.md, /repo/plugins/azure-skills/skills/azure-deploy/references/recipes/azd/scripts/apply-migrations.ps1 and 30 more · reported by nerlo-install-instruction
40 DATA_EXFIL_JS_NETWORK
Files: /repo/dashboard/assets/dashboard.js, /repo/dashboard/src/integration-tests/App.tsx, /repo/dashboard/src/msbench-nightly-runs/App.tsx and 6 more · reported by cisco-skill-scanner
2 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: SECRET_GITHUB_TOKEN, AAK-SECRET-008 · Files: /repo/scripts/src/dashboard/__tests__/collectors/typecheck.test.ts, scripts/src/dashboard/__tests__/collectors/typecheck.test.ts · reported by cisco-skill-scanner, agent-audit-kit
Artifact has critical command execution and credential exposure risks.
The artifact contains multiple critical findings for command injection, including via JavaScript child processes and `eval` functions, which could lead to shell execution. Remote code execution vulnerabilities related to SQL were also identified. Additionally, hardcoded credentials, including a GitHub token, are present within the installed code. These capabilities are found across various scripts and skill definitions.
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.
25 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/deploy_model.py, /repo/plugins/azure-skills/skills/azure-upgrade/references/languages/java/scripts/upgrade_bom.py, /repo/plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/submit_training.py · reported by cisco-skill-scanner
14 YARA_prompt_injection_unicode_steganography
Files: /repo/resources/readme/agentModeIntro.gif, /repo/resources/readme/bicep.gif, /repo/resources/readme/deploy_init.gif and 1 more · reported by cisco-skill-scanner
13 HIDDEN_DATA_FILE
Files: /repo/plugins/azure-skills/.plugin/plugin.json, /repo/plugins/azure-kusto-graph-skills/.plugin/plugin.json, /repo/plugins/azure-skills/.cursor-plugin/plugin.json and 5 more · reported by cisco-skill-scanner
12 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/gulpfile.ts, /repo/scripts/src/dashboard/collectors/frontmatter.ts, /repo/scripts/src/dashboard/collectors/references.ts and 2 more · reported by cisco-skill-scanner
12 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/scripts/src/generate-mcp-allowlists.ts, /repo/scripts/src/plugin/bootstrap.ts, /repo/scripts/src/check-plugin-version-pr.ts and 2 more · reported by cisco-skill-scanner
7 COMPOUND_FIND_EXEC
Files: /repo/plugins/azure-skills/skills/azure-deploy/references/recipes/azd/ef-migrations.md, /repo/plugins/azure-skills/skills/azure-deploy/references/recipes/azd/SKILL.md · reported by cisco-skill-scanner
7 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/plugins/azure-skills/skills/microsoft-foundry/repo/plugins/azure-skills/skills/microsoft-foundry/SKILL.md, /repo/plugins/azure-skills/skills/azure-upgrade/repo/plugins/azure-skills/skills/azure-upgrade/SKILL.md, /repo/plugins/azure-skills/skills/microsoft-foundry/finetuning/repo/plugins/azure-skills/skills/microsoft-foundry/finetuning/SKILL.md and 4 more · reported by cisco-skill-scanner
6 COMMAND_INJECTION_EVAL
Files: /repo/plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/calibrate_grader.py, /repo/scripts/src/dashboard/collectors/tokens.ts, /repo/scripts/src/dashboard/collectors/typecheck.ts · reported by cisco-skill-scanner
6 EXCESSIVE_FILE_COUNT
Files: /repo/plugins/azure-skills/., /repo/evals/., /repo/plugins/azure-skills/skills/microsoft-foundry/. and 3 more · reported by cisco-skill-scanner
5 AAK-HEALTHCARE-AI-004
Files: plugins/azure-skills/skills/microsoft-foundry/finetuning/workflows/diagnose-poor-results.md, plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/quick-start-hosted.md, plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/references/skills/skill-attach.md and 2 more · reported by agent-audit-kit
5 AAK-IPI-WILD-CORPUS-001
Files: plugins/azure-skills/skills/azure-deploy/references/global-rules.md, plugins/azure-skills/skills/azure-prepare/references/global-rules.md, plugins/azure-skills/skills/azure-validate/references/global-rules.md and 2 more · reported by agent-audit-kit
5 AAK-LEGAL-002
Files: package.json, dashboard/package.json, scripts/package.json and 2 more · reported by agent-audit-kit
5 LAZY_LOAD_DEEP_NESTING
Files: /repo/plugins/azure-skills/skills/azure-prepare/SKILL.md, /repo/plugins/azure-skills/skills/microsoft-foundry/foundry-agent/eval-datasets/SKILL.md, /repo/plugins/azure-skills/skills/microsoft-foundry/foundry-agent/eval-datasets/references/SKILL.md and 2 more · reported by cisco-skill-scanner
5 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/deploy_model.py, /repo/plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/submit_training.py · reported by nerlo-behavioral
4 AAK-MCP-007
Files: plugins/azure-skills/.mcp.json, plugins/azure-kusto-graph-skills/.mcp.json · reported by agent-audit-kit
4 LOW_ANALYZABILITY
Files: /repo/dashboard, /repo/plugins/azure-skills/skills/azure-app-onboard-prereq, /repo/plugins/azure-skills/skills/azure-app-onboard-prereq/references and 1 more · reported by cisco-skill-scanner
4 opt.nerlo-rules.nerlo-dynamic-exec
Files: /repo/gulpfile.ts · reported by nerlo-behavioral
3 hooks-no-pretooluse
Files: hooks/claude-hooks.json, hooks/copilot-hooks.json, hooks/cursor-hooks.json · reported by agentshield
3 hooks-no-stop-hooks
Files: hooks/claude-hooks.json, hooks/copilot-hooks.json, hooks/cursor-hooks.json · reported by agentshield
2 AAK-LLM-SQL-RCE-001
Files: plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/common.py, plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/submit_training.py · reported by agent-audit-kit
2 AAK-MCP-005
Files: plugins/azure-skills/.mcp.json, plugins/azure-kusto-graph-skills/.mcp.json · reported by agent-audit-kit
2 AAK-MCP-ATTEST-001
Files: plugins/azure-skills/.mcp.json, plugins/azure-kusto-graph-skills/.mcp.json · reported by agent-audit-kit
2 MANIFEST_INVALID_NAME
Files: /repo/.azure/SKILL.md, /repo/plugins/azure-skills/skills/microsoft-foundry/resource/create/SKILL.md · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/plugins/azure-skills/skills/azure-deploy/references/sdk/azd-deployment.md, /repo/plugins/azure-skills/skills/azure-prepare/references/sdk/azd-deployment.md · reported by nerlo-install-instruction
2 opt.nerlo-rules.nerlo-install-reverse-shell-directive
Files: /repo/plugins/azure-skills/skills/azure-diagnostics/scripts/test-messaging-connectivity.sh · reported by nerlo-install-instruction
2 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/plugins/azure-skills/skills/azure-diagnostics/scripts/aks-baseline.sh, /repo/plugins/azure-skills/skills/python-appservice-deploy/scripts/retry-az-create.ps1 · reported by nerlo-install-instruction
2 YARA_coercive_injection_generic
Files: /repo/plugins/azure-skills/skills/azure-prepare/references/services/container-apps/SKILL.md, /repo/plugins/azure-skills/skills/microsoft-foundry/foundry-agent/create/SKILL.md · reported by cisco-skill-scanner
1 AAK-SECRET-004
Files: plugins/azure-skills/skills/microsoft-foundry/finetuning/scripts/common.py · reported by agent-audit-kit
1 AAK-SKILL-003
Files: plugins/azure-skills/skills/entra-agent-id/SKILL.md · reported by agent-audit-kit
1 AAK-SKILL-005
Files: plugins/azure-skills/skills/azure-aigateway/SKILL.md · reported by agent-audit-kit
1 AAK-SUPPLY-003
Files: package.json · reported by agent-audit-kit
1 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/dashboard/src/integration-tests/App.tsx · reported by nerlo-behavioral
1 OVERSIZED_FILE
Files: /repo/resources/readme/azureSkillsIntroEdited.gif · reported by cisco-skill-scanner
Showing 25 of 63; the rest are in the per-scanner reports above.