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Streaming read/write and conversion for 100+ data formats. pip install iterabledata; import iterable.
The publisher performed an authenticated act of publication — proving control of a namespace in the official MCP registry, or appearing in a first-party catalogue an operator curates. That establishes WHO published it. It is not a security finding, and attested artifacts carry Flagged verdicts too.
33 critical findings reported by cisco-skill-scanner, 26 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. Some sources have no verdict at all; that is not a pass.
github: https://github.com/datenoio/iterabledata, 987 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- iterabledata
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.
v2.0.11
909 findings · 61.6s
v0.3.74
11 findings · 45.8s
v0.1.0
1 finding · 8.1s
v0.1.0
2 findings · 8.1s
v0.1.0
0 findings · 14.9s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
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 21, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-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 923 findings across every scanner that examined this package. 5 of 33 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 305 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.
212 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: YARA_sql_injection_generic, SECRET_CONNECTION_STRING, FILE_MAGIC_MISMATCH and 7 more · Files: /repo/examples/db/read_mysql.py, /repo/docs/docs/formats/SKILL.md, /repo/docs/docs/api/SKILL.md and 194 more · reported by cisco-skill-scanner, agent-audit-kit
160 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_EVAL, AAK-SECRET-004, AAK-IPI-WILD-CORPUS-001 and 8 more · Files: /repo/tests/test_security_hardening.py, tests/test_format_conformance.py, tests/test_ai_filter.py and 85 more · reported by cisco-skill-scanner, agent-audit-kit
3 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/ci.yml, .github/workflows/release.yml · reported by agent-audit-kit
2 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 · Files: /repo/repo/AGENTS.md, /repo/examples/ai/repo/examples/ai/README.md · 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.
91 MANIFEST_MISSING_LICENSE
Files: /repo/skills/iterabledata/SKILL.md, /repo/.cursor/skills/iterabledata-development/SKILL.md, /repo/.cursor/skills/format-implementation/SKILL.md and 88 more · reported by cisco-skill-scanner
82 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/dev/SKILL.md, /repo/openspec/SKILL.md and 79 more · reported by cisco-skill-scanner
26 YARA_sql_injection_generic
Files: /repo/iterable/db/mssql.py, /repo/iterable/db/mysql.py, /repo/iterable/db/postgres.py and 4 more · reported by cisco-skill-scanner
16 HIDDEN_DATA_FILE
Files: /repo/openspec/changes/archive/2026-02-03-improve-datatypes-consistency/.openspec.yaml, /repo/openspec/changes/archive/2026-08-06-add-agent-skill-block/.openspec.yaml, /repo/.agent/workflows/openspec-proposal.md and 7 more · reported by cisco-skill-scanner
7 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/iterable/datatypes/csv.py, /repo/iterable/datatypes/czml.py, /repo/iterable/datatypes/geojsonseq.py and 4 more
181 The model did not answer for these findings.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION · Files: /repo/.github/SKILL.md, /repo/docs/SKILL.md, /repo/tests/fixtures/SKILL.md and 178 more · reported by cisco-skill-scanner
124 The review budget for this scan was already spent before these findings were reached.
Rules: BINARY_FILE_DETECTED, LOW_ANALYZABILITY, DATA_EXFIL_SENSITIVE_FILES and 2 more · Files: /repo/tests/fixtures/sample.kmz, /repo/tests/fixtures/2cols6rows.csv.lzo, /repo/tests/fixtures/2cols6rows_test.csv.br and 63 more · reported by cisco-skill-scanner, nerlo-install-instruction
Critical risks: SQL injection and command execution
The artifact contains multiple instances of potential SQL injection vulnerabilities across various database interaction files, including `duckdb.py`, `clickhouse.py`, `mssql.py`, `mysql.py`, and `postgres.py`. It also includes code that could allow command injection via `eval()` in `filter.py`. Additionally, there are findings related to network egress, resource abuse, and DNS rebinding.
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.
3 EXCESSIVE_FILE_COUNT
Files: /repo/., /repo/openspec/., /repo/openspec/changes/. · reported by cisco-skill-scanner
2 AAK-DNS-REBIND-002
Files: pyproject.toml · reported by agent-audit-kit
2 COMMAND_INJECTION_EVAL
Files: /repo/iterable/ops/filter.py · reported by cisco-skill-scanner
2 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/iterable/ai/providers.py · reported by cisco-skill-scanner
2 FILE_MAGIC_MISMATCH
Files: /repo/llms-full.txt, /repo/llms.txt · reported by cisco-skill-scanner
1 AAK-IPI-WILD-CORPUS-001
Files: openspec/changes/archive/2026-01-27-add-database-engines/design.md · reported by agent-audit-kit
1 AAK-MCP-SDK-CVE-2026-52869-001
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 BINARY_FILE_DETECTED
Files: /repo/.DS_Store · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/.cursor/commands/SKILL.md · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/openspec/changes/archive/2026-08-18-improve-llm-code-generation/proposal.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/iterable/ai/providers.py · reported by nerlo-behavioral
1 UNANALYZABLE_BINARY
Files: /repo/.DS_Store · reported by cisco-skill-scanner
Showing 25 of 40; the rest are in the per-scanner reports above.