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Chat with your data. Forge a living, trainable corpus from your notes, code, and chat history.
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.
151 critical findings reported by cisco-skill-scanner, agent-audit-kit, 17 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- corpus-forge
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
0 findings · 0.9s
v2.0.11
473 findings · 50.1s
v0.3.74
94 findings · 91.3s
v0.1.0
0 findings · 13.0s
v0.1.0
45 findings · 13.0s
vv0.3.2
Incomplete run
0 findings · 0.6s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.3s
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 ·!: incompletenerlo-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 ·!: incomplete | 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 612 findings across every scanner that examined this package. 133 of 151 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 6 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.
268 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: YARA_sql_injection_generic, AAK-SECRET-002, COMMAND_INJECTION_EVAL and 22 more · Files: /repo/tests/integration/test_alembic_0006_writes_and_feedback.py, /repo/tests/integration/test_alembic_0007_chat_templates.py, /repo/tests/integration/test_alembic_0008_feedback_sessions.py and 76 more · reported by cisco-skill-scanner, agent-audit-kit
65 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: COMPOUND_FETCH_EXECUTE, opt.nerlo-rules.nerlo-install-pipe-to-shell, PIPELINE_TAINT_FLOW and 7 more · Files: /repo/docs/deployment/lxc.md, /repo/AGENTS.md, /repo/CLAUDE.md and 24 more · reported by cisco-skill-scanner, nerlo-install-instruction, agent-audit-kit
36 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-002, AAK-AGENT-003, AAK-HEALTHCARE-AI-004 and 3 more · Files: AGENTS.md, CLAUDE.md, docs/opencode-integration.md and 3 more · reported by agent-audit-kit, cisco-skill-scanner
8 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, HIDDEN_DATA_FILE · Files: .github/workflows/ci.yml, .github/workflows/release.yml, /repo/tests/fixtures/external/flask-snapshot/.readthedocs.yaml and 1 more · reported by agent-audit-kit, cisco-skill-scanner
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: HIDDEN_DATA_FILE · Files: /repo/scripts/.env.postgres.example · 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.
76 HIDDEN_DATA_FILE
Files: /repo/.planning/rfcs/done/rfc-eval-framework-expansion.md, /repo/.nightly/runs/2026-05-21T02-14-07Z/tasks/0005-0005-mcp-server-smoke/plan.md, /repo/.planning/rfcs/done/rfc-fleet-4-tailscale-integration.md and 73 more · reported by cisco-skill-scanner
26 MANIFEST_MISSING_LICENSE
Files: /repo/.claude/skills/corpus-forge-search/SKILL.md, /repo/.claude/skills/nightly/SKILL.md, /repo/.claude/skills/corpus-curate/SKILL.md and 23 more · reported by cisco-skill-scanner
22 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/.planning/rfcs/rfc-fleet-7-llama-cpp-accelerated-install.md, /repo/.planning/tdd/phase_i_audit.md, /repo/.planning/tdd/phase_i_install_and_windows.md and 9 more · reported by nerlo-install-instruction
18 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/experiments/SKILL.md, /repo/.planning/SKILL.md and 15 more · reported by cisco-skill-scanner
11 PIPELINE_TAINT_FLOW
Files:
The model could have called any of these a false positive and did not.
5 SQL_INJECTION_STRING_FORMAT
Files: /repo/corpus_forge/backends/sqlite.py, /repo/corpus_forge/admin/source_caps.py · reported by cisco-skill-scanner
3 AAK-TASKS-003
Files: tests/unit/test_progress_emitter_remove_task.py, tests/unit/test_embed_claim_loop.py, tests/fixtures/external/flask-snapshot/examples/celery/src/task_app/__init__.py · reported by agent-audit-kit
1 AAK-MCP-ENV-PLACEHOLDER-EXFIL-001
Files: corpus_forge/backends/postgres.py · reported by agent-audit-kit
5 The model did not answer for these findings.
Rules: PIPELINE_TAINT_FLOW, FILE_MAGIC_MISMATCH · Files: /repo/AGENTS.md, /repo/CLAUDE.md, /repo/tests/fixtures/external/flask-snapshot/tests/templates/_macro.html · reported by cisco-skill-scanner
1 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: HIDDEN_DATA_FILE · Files: /repo/.corpusignore.example · reported by cisco-skill-scanner
Artifact contains critical vulnerabilities including SQL injection and command execution.
The artifact exhibits critical SQL injection vulnerabilities in `corpus_forge/admin/source_caps.py`, `corpus_forge/backends/sqlite.py`, and `corpus_forge/mcp/server.py`, potentially allowing unauthorized data access or manipulation. Command injection via `eval` is present in `corpus_forge/admin/ignore.py`, enabling shell execution. Additionally, system modification capabilities are identified in `scripts/postgres-tune.sh`, and sensitive environment variable exposure is found in `corpus_forge/backends/postgres.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.
10 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/corpus_forge/admin/ollama.py, /repo/corpus_forge/eval/judge.py, /repo/corpus_forge/setup/wizard.py and 1 more · reported by cisco-skill-scanner
6 AAK-IPI-WILD-CORPUS-001
Files: .claude/skills/nightly/SKILL.md, corpus_forge/admin/embedder.py, corpus_forge/alembic/versions/0019_embed_claims.py and 3 more · reported by agent-audit-kit
5 opt.nerlo-rules.nerlo-install-fetch-raw-then-run
Files: /repo/GEMINI.md, /repo/README.md, /repo/install.sh · reported by nerlo-install-instruction
4 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/.planning/tdd/phase_l_cli_ux.md, /repo/install.ps1, /repo/scripts/windows/install.ps1 · reported by nerlo-install-instruction
3 AAK-SECRET-004
Files: corpus_forge/diagnostics/redact.py · reported by agent-audit-kit
3 FILE_MAGIC_MISMATCH
Files: /repo/corpus_forge/templates/builtins/vicuna.py, /repo/corpus_forge/templates/builtins/alpaca.py, /repo/corpus_forge/templates/builtins/qwen.py · reported by cisco-skill-scanner
3 TOOL_ABUSE_SYSTEM_MODIFICATION
Files: /repo/scripts/postgres-tune.sh · reported by cisco-skill-scanner
3 YARA_prompt_injection_unicode_steganography
Files: /repo/assets/banner.png · reported by cisco-skill-scanner
2 AAK-HEALTHCARE-AI-004
Files: GEMINI.md, CHANGELOG.md · reported by agent-audit-kit
2 AAK-LLM-SQL-RCE-001
Files: scripts/qwen3_via_ollama.py, corpus_forge/export.py · reported by agent-audit-kit
2 AAK-MCP-SDK-CVE-2026-52869-001
Files: pyproject.toml, uv.lock · reported by agent-audit-kit
2 DATA_EXFIL_SOCKET_CONNECT
Files: /repo/corpus_forge/doctor/checks.py · reported by cisco-skill-scanner
2 GLOB_HIDDEN_FILE_TARGETING
Files: /repo/corpus_forge/agents/detector.py · reported by cisco-skill-scanner
2 MANIFEST_INVALID_NAME
Files: /repo/.planning/SKILL.md, /repo/.nightly/runs/2026-05-21T02-14-07Z/SKILL.md · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/.planning/tdd/fleet_b17_installer_join.md · reported by nerlo-install-instruction
2 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/corpus_forge/setup/wizard.py, /repo/corpus_forge/zotero/web_client.py · reported by cisco-skill-scanner
2 SQL_INJECTION_STRING_FORMAT
Files: /repo/corpus_forge/mcp/server.py · reported by cisco-skill-scanner
2 YARA_sql_injection_generic
Files: /repo/corpus_forge/alembic/versions/0015_halfvec_hnsw_index.py · reported by cisco-skill-scanner
1 AAK-AGENT-TRUST-004
Files: GEMINI.md · reported by agent-audit-kit
1 AAK-DNS-REBIND-002
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-MCP-TOOLGATE-ASYMMETRY-001
Files: corpus_forge/mcp/server.py · reported by agent-audit-kit
1 AAK-SKILL-UNTRUSTED-EXEC-PATH
Files: install.sh · reported by agent-audit-kit
1 COMMAND_INJECTION_EVAL
Files: /repo/corpus_forge/admin/ignore.py · reported by cisco-skill-scanner
1 COMPOUND_FETCH_EXECUTE
Files: /repo/.planning/tdd/SKILL.md · reported by cisco-skill-scanner
1 COMPOUND_FIND_EXEC
Files: /repo/scripts/macos/uninstall.sh · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 OVERSIZED_FILE
Files: /repo/assets/banner.png · reported by cisco-skill-scanner
Showing 25 of 70; the rest are in the per-scanner reports above.