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Quickstart template for agent-augmented development with multi-format skill exports.
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.
93 critical findings reported by cisco-skill-scanner, 69 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
This artifact ships from 2 sources and their verdicts differ. The worst is github (Flagged). Installing from a cleaner source does not mean the others are safe — check the source you actually install from.
github: https://github.com/sddevelopment-be/quickstart_agent-augmented-development, 1691 findings
Claude Skills install to a single target, no runtime picker.
nerlo install -- quickstart-agent-augmented-development
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- quickstart-agent-augmented-development ~/.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
86 findings · 1.2s
v2.0.11
1250 findings · 124.3s
v0.3.74
57 findings · 51.5s
v0.1.0
0 findings · 17.2s
v0.1.0
87 findings · 17.3s
v0.1.0
3 findings · 20.9s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
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: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source: complete | 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 1,483 findings across every scanner that examined this package. 24 of 93 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.
184 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: COMPOUND_FIND_EXEC, YARA_command_injection_generic, FIND_EXEC_PATTERN and 10 more · Files: /repo/docs/architecture/adrs/ADR-004-work-directory-structure.md, /repo/docs/guides/advanced/ci-orchestration.md, /repo/docs/guides/advanced/SKILL.md and 83 more · reported by cisco-skill-scanner, agent-audit-kit, nerlo-malware and 1 more
87 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_script_injection_generic, YARA_command_injection_generic and 3 more · Files: /repo/tests/integration/deploy-claude-code.test.js, /repo/tests/integration/deploy-skills.test.js, /repo/tests/integration/test_orphan_task_assignment.py and 23 more · reported by cisco-skill-scanner, agent-audit-kit
37 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: COMPOUND_EXTRACT_EXECUTE, AAK-AGENT-005, opt.nerlo-rules.nerlo-install-run-bundled-artifact · Files: /repo/.github/agents/directives/013_tooling_setup.md, /repo/.github/copilot/setup.sh, /repo/.github/agents/directives/SKILL.md and 20 more · reported by cisco-skill-scanner, agent-audit-kit, nerlo-install-instruction
20 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: TOOL_ABUSE_SYSTEM_PACKAGE_INSTALL, AAK-GHA-IMMUTABLE-001, EXCESSIVE_FILE_COUNT and 1 more · Files: /repo/.github/copilot/setup.sh, .github/workflows/docs-site-gh-pages.yml, .github/workflows/update_readme.yml and 10 more · reported by cisco-skill-scanner, 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.
242 MANIFEST_MISSING_LICENSE
Files: /repo/.claude/skills/self-check/SKILL.md, /repo/.claude/skills/fix-bug/SKILL.md, /repo/.claude/skills/iterate/SKILL.md and 239 more · reported by cisco-skill-scanner
217 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/.claude/skills/decision-first-development/SKILL.md, /repo/SKILL.md, /repo/work/SKILL.md and 214 more · reported by cisco-skill-scanner
154 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/tools/exporters/approach-exporter.js, /repo/tools/exporters/copilot-generator.js, /repo/tools/exporters/opencode-generator.js and 10 more · reported by cisco-skill-scanner
64 YARA_autonomy_abuse_generic
Files: /repo/work/planning/SKILL.md · reported by cisco-skill-scanner
61 HIDDEN_DATA_FILE
Files: /repo/.opencode/agents/researcher-ralph.opencode.json, /repo/.opencode/skills/lexical-analysis.opencode-skill.json, /repo/.opencode/skills/style-execution-primers.opencode-approach.json and 57 more
Critical command injection and script execution risks identified.
The artifact contains multiple critical findings for command and script injection, indicating potential for arbitrary code execution. It also exhibits high-severity capabilities for shell access, file system access, and data exfiltration, particularly within agent-related components. These findings suggest the artifact can execute external commands, run scripts, and interact with the file system.
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.
45 FILE_MAGIC_MISMATCH
Files: /repo/.claude/prompts/documentation.yaml, /repo/doctrine/templates/prompts/documentation.yaml, /repo/.claude/prompts/assessment.yaml and 10 more · reported by cisco-skill-scanner
43 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/SURFACES.md, /repo/doctrine/approaches/tooling-setup-best-practices.md, /repo/doctrine/approaches/trunk-based-development.md and 25 more · reported by nerlo-install-instruction
39 MANIFEST_INVALID_NAME
Files: /repo/work/LEX/SKILL.md, /repo/doctrine/templates/LEX/SKILL.md, /repo/.claude/skills/curate-directory/SKILL.md and 36 more · reported by cisco-skill-scanner
32 DATA_EXFIL_JS_NETWORK
Files: /repo/src/llm_service/dashboard/static/assignment-modal.js, /repo/src/llm_service/dashboard/static/dashboard.js · reported by cisco-skill-scanner
28 YARA_command_injection_generic
Files: /repo/work/analysis/llm-service-command-template-security.md, /repo/work/reports/_archive/2026-02-04-architect-alphonso-milestone1-review.md, /repo/work/reports/_archive/2026-02-04-architecture-action-items.md and 2 more · reported by cisco-skill-scanner
26 PIPELINE_TAINT_FLOW
Files: /repo/work/notes/ideation/style/perl.md, /repo/docs-site/content/_index.md, /repo/docs-site/content/getting-started/_index.md and 4 more · reported by cisco-skill-scanner
24 YARA_script_injection_generic
Files: /repo/src/llm_service/dashboard/static/test-xss-payloads.html · reported by cisco-skill-scanner
22 COMPOUND_FIND_EXEC
Files: /repo/tools/scripts/planning/init-work-structure.sh, /repo/work/reports/analysis/2026-02-08-code-refactoring-proposal.md, /repo/work/reports/logs/python-pedro/20260212T2100-phase1-critical-fixes.md and 4 more · reported by cisco-skill-scanner
16 AAK-TASKS-003
Files: framework/core.py, src/framework/orchestration/task_age_checker.py, src/domain/collaboration/task_validator.py and 13 more · reported by agent-audit-kit
11 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/docs-site/content/_index.md, /repo/docs-site/content/getting-started/_index.md, /repo/work/analysis/llm-service-command-template-security.md and 5 more · reported by nerlo-install-instruction
9 FIND_EXEC_PATTERN
Files: /repo/tools/scripts/planning/init-work-structure.sh, /repo/doctrine/decisions/DDR-006-work-directory-structure-naming-conventions.md, /repo/doctrine/decisions/SKILL.md and 2 more · reported by cisco-skill-scanner
8 AAK-HEALTHCARE-AI-004
Files: work/reports/_archive/2026-01-31-orchestration-cycle-completion-report.md, work/reports/research/ralph-wiggum-loop-background.md, work/reports/logs/writer-editor/2026-02-05T1530-spec-driven-primer-completion.md and 5 more · reported by agent-audit-kit
7 EXCESSIVE_FILE_COUNT
Files: /repo/doctrine/., /repo/work/reports/logs/., /repo/work/collaboration/archive/. and 4 more · reported by cisco-skill-scanner
6 LOW_ANALYZABILITY
Files: /repo/tools/exporters, /repo/src/llm_service/dashboard, /repo/tools/validators and 3 more · reported by cisco-skill-scanner
4 COMPOUND_EXTRACT_EXECUTE
Files: /repo/doctrine/directives/013_tooling_setup.md, /repo/doctrine/directives/SKILL.md · reported by cisco-skill-scanner
2 AAK-TASKS-001
Files: src/framework/orchestration/agent_base.py, src/domain/collaboration/task_schema.py · reported by agent-audit-kit
1 AAK-IPI-WILD-CORPUS-001
Files: tools/dashboards/METRICS_USAGE_EXAMPLES.md · reported by agent-audit-kit
1 AAK-SECRET-004
Files: tools/exporters/approach-exporter.js · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-SUPPLY-005
Files: package-lock.json · reported by agent-audit-kit
1 agents-bash-access-.claude/agents/analyst-annie.agent.md
Files: .claude/agents/analyst-annie.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/architect.agent.md
Files: .claude/agents/architect.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/backend-dev.agent.md
Files: .claude/agents/backend-dev.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/bootstrap-bill.agent.md
Files: .claude/agents/bootstrap-bill.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/build-automation.agent.md
Files: .claude/agents/build-automation.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/code-reviewer-cindy.agent.md
Files: .claude/agents/code-reviewer-cindy.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/curator.agent.md
Files: .claude/agents/curator.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/diagrammer.agent.md
Files: .claude/agents/diagrammer.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/framework-guardian.agent.md
Files: .claude/agents/framework-guardian.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/frontend.agent.md
Files: .claude/agents/frontend.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/java-jenny.agent.md
Files: .claude/agents/java-jenny.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/lexical.agent.md
Files: .claude/agents/lexical.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/manager.agent.md
Files: .claude/agents/manager.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/project-planner.agent.md
Files: .claude/agents/project-planner.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/python-pedro.agent.md
Files: .claude/agents/python-pedro.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/researcher.agent.md
Files: .claude/agents/researcher.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/reviewer.agent.md
Files: .claude/agents/reviewer.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/scribe.agent.md
Files: .claude/agents/scribe.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/synthesizer.agent.md
Files: .claude/agents/synthesizer.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/translator.agent.md
Files: .claude/agents/translator.agent.md · reported by agentshield
1 agents-bash-access-.claude/agents/writer-editor.agent.md
Files: .claude/agents/writer-editor.agent.md · reported by agentshield
1 agents-bash-access-agents/analyst-annie.agent.md
Files: agents/analyst-annie.agent.md · reported by agentshield
1 agents-bash-access-agents/architect.agent.md
Files: agents/architect.agent.md · reported by agentshield
1 agents-bash-access-agents/backend-dev.agent.md
Files: agents/backend-dev.agent.md · reported by agentshield
1 agents-bash-access-agents/bootstrap-bill.agent.md
Files: agents/bootstrap-bill.agent.md · reported by agentshield
1 agents-bash-access-agents/build-automation.agent.md
Files: agents/build-automation.agent.md · reported by agentshield
1 agents-bash-access-agents/code-reviewer-cindy.agent.md
Files: agents/code-reviewer-cindy.agent.md · reported by agentshield
1 agents-bash-access-agents/curator.agent.md
Files: agents/curator.agent.md · reported by agentshield
1 agents-bash-access-agents/diagrammer.agent.md
Files: agents/diagrammer.agent.md · reported by agentshield
1 agents-bash-access-agents/framework-guardian.agent.md
Files: agents/framework-guardian.agent.md · reported by agentshield
1 agents-bash-access-agents/frontend.agent.md
Files: agents/frontend.agent.md · reported by agentshield
1 agents-bash-access-agents/java-jenny.agent.md
Files: agents/java-jenny.agent.md · reported by agentshield
1 agents-bash-access-agents/lexical.agent.md
Files: agents/lexical.agent.md · reported by agentshield
1 agents-bash-access-agents/manager.agent.md
Files: agents/manager.agent.md · reported by agentshield
1 agents-bash-access-agents/project-planner.agent.md
Files: agents/project-planner.agent.md · reported by agentshield
1 agents-bash-access-agents/python-pedro.agent.md
Files: agents/python-pedro.agent.md · reported by agentshield
1 agents-bash-access-agents/researcher.agent.md
Files: agents/researcher.agent.md · reported by agentshield
1 agents-bash-access-agents/reviewer.agent.md
Files: agents/reviewer.agent.md · reported by agentshield
1 agents-bash-access-agents/scribe.agent.md
Files: agents/scribe.agent.md · reported by agentshield
1 agents-bash-access-agents/synthesizer.agent.md
Files: agents/synthesizer.agent.md · reported by agentshield
1 agents-bash-access-agents/translator.agent.md
Files: agents/translator.agent.md · reported by agentshield
1 agents-bash-access-agents/writer-editor.agent.md
Files: agents/writer-editor.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/analyst-annie.agent.md
Files: .claude/agents/analyst-annie.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/architect.agent.md
Files: .claude/agents/architect.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/backend-dev.agent.md
Files: .claude/agents/backend-dev.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/bootstrap-bill.agent.md
Files: .claude/agents/bootstrap-bill.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/build-automation.agent.md
Files: .claude/agents/build-automation.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/code-reviewer-cindy.agent.md
Files: .claude/agents/code-reviewer-cindy.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/curator.agent.md
Files: .claude/agents/curator.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/diagrammer.agent.md
Files: .claude/agents/diagrammer.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/framework-guardian.agent.md
Files: .claude/agents/framework-guardian.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/frontend.agent.md
Files: .claude/agents/frontend.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/java-jenny.agent.md
Files: .claude/agents/java-jenny.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/lexical.agent.md
Files: .claude/agents/lexical.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/manager.agent.md
Files: .claude/agents/manager.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/project-planner.agent.md
Files: .claude/agents/project-planner.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/python-pedro.agent.md
Files: .claude/agents/python-pedro.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/researcher.agent.md
Files: .claude/agents/researcher.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/reviewer.agent.md
Files: .claude/agents/reviewer.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/scribe.agent.md
Files: .claude/agents/scribe.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/synthesizer.agent.md
Files: .claude/agents/synthesizer.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/translator.agent.md
Files: .claude/agents/translator.agent.md · reported by agentshield
1 agents-escalation-chain-.claude/agents/writer-editor.agent.md
Files: .claude/agents/writer-editor.agent.md · reported by agentshield
1 agents-escalation-chain-agents/analyst-annie.agent.md
Files: agents/analyst-annie.agent.md · reported by agentshield
1 agents-escalation-chain-agents/architect.agent.md
Files: agents/architect.agent.md · reported by agentshield
1 agents-escalation-chain-agents/backend-dev.agent.md
Files: agents/backend-dev.agent.md · reported by agentshield
1 agents-escalation-chain-agents/bootstrap-bill.agent.md
Files: agents/bootstrap-bill.agent.md · reported by agentshield
1 agents-escalation-chain-agents/build-automation.agent.md
Files: agents/build-automation.agent.md · reported by agentshield
1 agents-escalation-chain-agents/code-reviewer-cindy.agent.md
Files: agents/code-reviewer-cindy.agent.md · reported by agentshield
1 agents-escalation-chain-agents/curator.agent.md
Files: agents/curator.agent.md · reported by agentshield
1 agents-escalation-chain-agents/diagrammer.agent.md
Files: agents/diagrammer.agent.md · reported by agentshield
1 agents-escalation-chain-agents/framework-guardian.agent.md
Files: agents/framework-guardian.agent.md · reported by agentshield
1 agents-escalation-chain-agents/frontend.agent.md
Files: agents/frontend.agent.md · reported by agentshield
1 agents-escalation-chain-agents/java-jenny.agent.md
Files: agents/java-jenny.agent.md · reported by agentshield
1 agents-escalation-chain-agents/lexical.agent.md
Files: agents/lexical.agent.md · reported by agentshield
1 agents-escalation-chain-agents/manager.agent.md
Files: agents/manager.agent.md · reported by agentshield
1 agents-escalation-chain-agents/project-planner.agent.md
Files: agents/project-planner.agent.md · reported by agentshield
1 agents-escalation-chain-agents/python-pedro.agent.md
Files: agents/python-pedro.agent.md · reported by agentshield
1 agents-escalation-chain-agents/researcher.agent.md
Files: agents/researcher.agent.md · reported by agentshield
1 agents-escalation-chain-agents/reviewer.agent.md
Files: agents/reviewer.agent.md · reported by agentshield
1 agents-escalation-chain-agents/scribe.agent.md
Files: agents/scribe.agent.md · reported by agentshield
1 agents-escalation-chain-agents/synthesizer.agent.md
Files: agents/synthesizer.agent.md · reported by agentshield
1 agents-escalation-chain-agents/translator.agent.md
Files: agents/translator.agent.md · reported by agentshield
1 agents-escalation-chain-agents/writer-editor.agent.md
Files: agents/writer-editor.agent.md · reported by agentshield
1 agents-web-write-.claude/agents/researcher.agent.md
Files: .claude/agents/researcher.agent.md · reported by agentshield
1 agents-web-write-agents/researcher.agent.md
Files: agents/researcher.agent.md · reported by agentshield
1 BINARY_FILE_DETECTED
Files: /repo/.coverage · reported by cisco-skill-scanner
1 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/.mutmut_config.py · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-fetch-raw-then-run
Files: /repo/work/reports/logs/architect/2025-11-24-copilot-tooling-value-assessment.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/doctrine/directives/013_tooling_setup.md · reported by nerlo-install-instruction
1 UNANALYZABLE_BINARY
Files: /repo/.coverage · reported by cisco-skill-scanner
Showing 25 of 324; the rest are in the per-scanner reports above.