BYAN v2.8 - Intelligent AI agent creator with ELO trust system + scientific fact-check + Hermes universal dispatcher + native Claude Code integration (hooks, skills, MCP server). Multi-platform (Claude Code, Codex). Merise Agile + TDD + 71 Mantras. ~54% LLM cost savings.
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.
296 critical findings reported by cisco-skill-scanner, agent-audit-kit, 225 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
This artifact ships from 3 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/yan-acadenice/byan, 4776 findings
Claude Skills install to a single target, no runtime picker.
nerlo install -- create-byan-agent
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- create-byan-agent ~/.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
118 findings · 1.5s
v2.0.11
2942 findings · 151.6s
v0.3.74
104 findings · 65.4s
v0.1.0
45 findings · 43.4s
v0.1.0
87 findings · 43.5s
v0.1.0
0 findings · 42.5s
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 3,296 findings across every scanner that examined this package. 71 of 296 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.
696 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, YARA_credential_harvesting_generic and 9 more · Files: /repo/.claude/__tests__/autobench-ledger-report.test.js, /repo/.claude/__tests__/autobench-stop-guard.test.js, /repo/.claude/__tests__/fact-check-claims.test.js and 102 more · reported by cisco-skill-scanner, nerlo-behavioral, agent-audit-kit
104 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: YARA_system_manipulation_generic, SOCIAL_ENG_VAGUE_DESCRIPTION, opt.nerlo-rules.nerlo-install-run-bundled-artifact and 2 more · Files: /repo/docs/archive/copilot-sdk/COPILOT-AGENTS-UPDATE-v1.1.0.md, /repo/.github/SKILL.md, /repo/docs/SKILL.md and 27 more · reported by cisco-skill-scanner, nerlo-install-instruction
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: AAK-AGENT-005, secrets-base64-obfuscation-4378 · Files: AGENTS.md, .claude/CLAUDE.md, app/CLAUDE.md · reported by agent-audit-kit, agentshield
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: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/electron-build.yml, .github/workflows/yanstaller-test.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.
885 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/.claude/hooks/agent-gate-check.js, /repo/.claude/hooks/codex-autodelegate.js, /repo/.claude/hooks/fd-phase-guard.js and 180 more · reported by cisco-skill-scanner
467 MANIFEST_MISSING_LICENSE
Files: /repo/.codex/skills/byan/SKILL.md, /repo/.claude/skills/byan-byan/SKILL.md, /repo/.claude/skills/byan-drawio/SKILL.md and 464 more · reported by cisco-skill-scanner
258 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/.claude/skills/byan-byan/SKILL.md, /repo/.claude/skills/byan-orchestrate/SKILL.md, /repo/.claude/skills/byan-merise-agile/SKILL.md and 255 more · reported by cisco-skill-scanner
222 FILE_MAGIC_MISMATCH
Files: /repo/.claude/skills/byan-cis-creative-problem-solver/SKILL.md, /repo/.claude/skills/byan-cis-brainstorming-coach/SKILL.md, /repo/.claude/skills/byan-bmm-dev/SKILL.md and 46 more · reported by cisco-skill-scanner
200 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/.claude/hooks/codex-delegate-guard.js, /repo/.claude/hooks/mantra-validate.js, /repo/.claude/hooks/pre-compact-save.js and 47 more
The model could have called any of these a false positive and did not.
5 OBFUSCATION_XOR_ENCODING
Files: /repo/_byan/mcp/byan-mcp-server/bin/byan-build-skill-bundles.js, /repo/install/templates/_byan/mcp/byan-mcp-server/bin/byan-build-skill-bundles.js · reported by cisco-skill-scanner
Artifact exhibits critical command injection and data exfiltration risks.
The artifact contains numerous critical findings related to command injection via child processes and `eval` in multiple JavaScript files, including those handling inter-process communication and server logic. It also shows critical vulnerabilities for DNS rebinding and server-side request forgery. Additionally, there are high-severity findings indicating potential for file system access and network egress of sensitive data.
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.
65 DATA_EXFIL_JS_NETWORK
Files: /repo/_byan/mcp/byan-mcp-server/server.js, /repo/app/main/byan-api-client.ts, /repo/app/main/ipc-handlers/auth.ts and 13 more · reported by cisco-skill-scanner
40 YARA_autonomy_abuse_generic
Files: /repo/install/templates/_byan/workflow/simple/1-analysis/create-product-brief/steps/SKILL.md, /repo/install/templates/_byan/workflow/simple/agent/steps-v/SKILL.md, /repo/install/templates/_byan/workflow/simple/workflow/steps-e/SKILL.md and 9 more · reported by cisco-skill-scanner
39 AAK-HEALTHCARE-AI-004
Files: CHANGELOG.md, _byan/byan-tao-reference.md, _byan/INDEX.md and 36 more · reported by agent-audit-kit
23 MANIFEST_INVALID_NAME
Files: /repo/_byan/SKILL.md, /repo/install/templates/_byan/SKILL.md, /repo/install/templates/_byan/agent/quick-flow-solo-dev/SKILL.md and 20 more · reported by cisco-skill-scanner
20 LOW_ANALYZABILITY
Files: /repo/install/templates/workers, /repo/_byan/workflow/simple/party-mode-native, /repo/install/templates/.claude and 17 more · reported by cisco-skill-scanner
17 COMMAND_INJECTION_EVAL
Files: /repo/app/main/env-detect.ts, /repo/install/lib/fs-migration-hook.js, /repo/install/lib/ownership.js and 2 more · reported by cisco-skill-scanner
17 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/_byan/agent/yanstaller/yanstaller.md, /repo/_byan/connaissance/testarch/knowledge/ci-burn-in.md, /repo/_byan/connaissance/testarch/knowledge/contract-testing.md and 9 more · reported by nerlo-install-instruction
11 COMPOUND_FETCH_EXECUTE
Files: /repo/_byan/workflow/simple/turbo-whisper/docker-setup-workflow.md, /repo/install/templates/_byan/workflow/simple/turbo-whisper/docker-setup-workflow.md, /repo/install/templates/_byan/workflow/simple/turbo-whisper/SKILL.md and 1 more · reported by cisco-skill-scanner
11 EXCESSIVE_FILE_COUNT
Files: /repo/install/templates/_byan/workflow/simple/testarch/., /repo/_byan/workflow/simple/testarch/., /repo/install/. and 8 more · reported by cisco-skill-scanner
11 opt.nerlo-rules.nerlo-dynamic-exec
Files: /repo/app/main/env-detect.ts, /repo/install/lib/project-handoff.js, /repo/install/lib/stt/engine.js and 5 more · reported by nerlo-behavioral
8 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/_byan/mcp/byan-mcp-server/server.js, /repo/app/main/byan-api-client.ts, /repo/app/main/ipc-handlers/auth.ts and 4 more · reported by nerlo-behavioral
8 YARA_system_manipulation_generic
Files: /repo/install/lib/target-user.js · reported by cisco-skill-scanner
5 AAK-ANTHROPIC-SDK-001
Files: src/loadbalancer/mcp-server.js, install/templates/_byan/mcp/byan-mcp-server/server.js, install/templates/_byan/mcp/byan-mcp-server/lib/channel-server.js and 2 more · reported by agent-audit-kit
5 AAK-MCP-018
Files: install/templates/_byan/mcp/byan-mcp-server/server-http.js, app/main/ipc-handlers/mcp.ts, app/renderer/pages/McpServers.tsx and 2 more · reported by agent-audit-kit
4 AAK-MCPFRAME-001
Files: install/src/webui/server.js, install/src/webui/api.js, install/templates/_byan/mcp/byan-mcp-server/server-http.js and 1 more · reported by agent-audit-kit
4 AAK-TASKS-003
Files: src/core/worker-pool/worker-pool.js, src/byan-v2/dispatcher/task-router.js, install/src/core/worker-pool/worker-pool.js and 1 more · reported by agent-audit-kit
3 AAK-LEGAL-002
Files: api/package.json, app/package.json, _byan/reference/alpha-vs-gamma-20260420/E3/package.json · reported by agent-audit-kit
3 AAK-MCP-STDIO-CMD-INJ-002
Files: src/loadbalancer/mcp-server.js, install/templates/_byan/mcp/byan-mcp-server/server.js, _byan/mcp/byan-mcp-server/server.js · reported by agent-audit-kit
3 AAK-OAUTH-007
Files: install/packages/platform-config/lib/mcp-config.js, install/templates/_byan/mcp/byan-mcp-server/server-http.js, _byan/mcp/byan-mcp-server/server-http.js · reported by agent-audit-kit
3 HIDDEN_DATA_FILE
Files: /repo/install/templates/.githooks/pre-commit, /repo/.githooks/pre-commit · reported by cisco-skill-scanner
3 permissions-negated-6487
Files: rules/strict-mode.md, .claude/rules/strict-mode.md, install/templates/.claude/rules/strict-mode.md · reported by agentshield
3 permissions-negated-7725
Files: rules/strict-mode.md, .claude/rules/strict-mode.md, install/templates/.claude/rules/strict-mode.md · reported by agentshield
3 permissions-no-block
Files: settings.json, .claude/settings.json, install/templates/.claude/settings.json · reported by agentshield
2 AAK-DNS-REBIND-001
Files: install/templates/_byan/mcp/byan-mcp-server/server-http.js, _byan/mcp/byan-mcp-server/server-http.js · reported by agent-audit-kit
2 AAK-IPI-WILD-CORPUS-001
Files: install/templates/_byan/connaissance/testarch/knowledge/nfr-criteria.md, _byan/connaissance/testarch/knowledge/nfr-criteria.md · reported by agent-audit-kit
2 AAK-MCP-ATTEST-001
Files: .mcp.json · reported by agent-audit-kit
2 AAK-MCP-SSRF-001
Files: install/templates/_byan/mcp/byan-mcp-server/server.js, _byan/mcp/byan-mcp-server/server.js · reported by agent-audit-kit
2 AAK-MCP-STDIO-LAUNCHER-INJECT-001
Files: .mcp.json · reported by agent-audit-kit
2 AAK-OAUTH-005
Files: install/templates/_byan/mcp/byan-mcp-server/server-http.js, _byan/mcp/byan-mcp-server/server-http.js · reported by agent-audit-kit
2 AAK-SKILL-005
Files: .claude/skills/byan-benchmark/SKILL.md, install/templates/.claude/skills/byan-benchmark/SKILL.md · reported by agent-audit-kit
2 AAK-TASKS-004
Files: src/core/worker-pool/worker-pool.js, install/src/core/worker-pool/worker-pool.js · reported by agent-audit-kit
2 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/install/bin/create-byan-agent-v2.js · reported by nerlo-install-instruction
2 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/_byan/workflow/simple/turbo-whisper/install-workflow.md, /repo/install/templates/_byan/workflow/simple/turbo-whisper/install-workflow.md · reported by nerlo-install-instruction
1 AAK-MCP-015
Files: install/src/webui/server.js · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: package.json · reported by agent-audit-kit
1 AAK-SECRET-004
Files: install/packages/install-core/lib/apply.js · reported by agent-audit-kit
1 AAK-SSRF-001
Files: app/shared/ipc-contract.ts · reported by agent-audit-kit
1 AAK-SSRF-005
Files: app/shared/ipc-contract.ts · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: package.json · reported by agent-audit-kit
1 AAK-TAINT-001
Files: app/shared/ipc-contract.ts · reported by agent-audit-kit
1 AAK-TRUST-007
Files: .claude/settings.json · reported by agent-audit-kit
1 agents-no-tools-.claude/agents/bmad-bmad-master.md
Files: .claude/agents/bmad-bmad-master.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-bmb-agent-builder.md
Files: .claude/agents/bmad-bmb-agent-builder.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-bmb-module-builder.md
Files: .claude/agents/bmad-bmb-module-builder.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-bmb-workflow-builder.md
Files: .claude/agents/bmad-bmb-workflow-builder.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-bmm-analyst.md
Files: .claude/agents/bmad-bmm-analyst.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-bmm-architect.md
Files: .claude/agents/bmad-bmm-architect.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-bmm-dev.md
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1 agents-no-tools-.claude/agents/bmad-bmm-pm.md
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1 agents-no-tools-.claude/agents/bmad-bmm-quick-flow-solo-dev.md
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1 agents-no-tools-.claude/agents/bmad-bmm-sm.md
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1 agents-no-tools-.claude/agents/bmad-bmm-tech-writer.md
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1 agents-no-tools-.claude/agents/bmad-bmm-ux-designer.md
Files: .claude/agents/bmad-bmm-ux-designer.md · reported by agentshield
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Files: .claude/agents/bmad-byan-v2.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-byan.md
Files: .claude/agents/bmad-byan.md · reported by agentshield
1 agents-no-tools-.claude/agents/bmad-carmack.md
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1 agents-no-tools-.claude/agents/bmad-cis-brainstorming-coach.md
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1 agents-no-tools-.claude/agents/bmad-codex.md
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1 agents-no-tools-.claude/agents/bmad-compliance.md
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1 agents-no-tools-.claude/agents/bmad-drawio.md
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1 agents-no-tools-.claude/agents/bmad-forgeron.md
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1 agents-no-tools-.claude/agents/bmad-hermes.md
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1 agents-no-tools-.claude/agents/bmad-patnote.md
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1 agents-no-tools-.claude/agents/bmad-rachid.md
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1 agents-no-tools-.claude/agents/bmad-tao.md
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1 agents-no-tools-agents/bmad-bmb-agent-builder.md
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1 agents-no-tools-agents/bmad-bmb-module-builder.md
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1 agents-no-tools-agents/bmad-bmb-workflow-builder.md
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1 agents-no-tools-agents/bmad-bmm-analyst.md
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1 agents-no-tools-agents/bmad-bmm-architect.md
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1 agents-no-tools-agents/bmad-bmm-quick-flow-solo-dev.md
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1 agents-no-tools-agents/bmad-bmm-quinn.md
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1 agents-no-tools-agents/bmad-bmm-ux-designer.md
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1 agents-no-tools-agents/bmad-byan-v2.md
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1 agents-no-tools-agents/bmad-byan.md
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1 agents-no-tools-agents/bmad-cis-creative-problem-solver.md
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1 agents-no-tools-agents/bmad-cis-design-thinking-coach.md
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1 agents-no-tools-agents/bmad-cis-innovation-strategist.md
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1 agents-no-tools-agents/bmad-cis-presentation-master.md
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1 agents-no-tools-agents/bmad-cis-storyteller.md
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1 agents-no-tools-agents/bmad-claude.md
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