Ralph Orchestrator AI Agent
by mikeyobrienAn improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
Ralph Orchestrator is an open-source ai agent by mikeyobrien, written mainly in Rust, with 3,191 GitHub stars and the MIT license. Its code was last updated Oct 31, 2026.
Scan summary: scanned Nov 5, 2026 at commit b5789df. Seen able to run shell commands. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
b5789df · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit131 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (54)
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
backend/ralph-web-server/src/services/TaskBridge.ts:40 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.quinn-proto@0.11.13: 6 known vulnerabilitiesRUSTSEC-2026-0037, RUSTSEC-2026-0185, RUSTSEC-2026-0338, RUSTSEC-2026-0339, RUSTSEC-2026-0340 +1 more
Cargo.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.rmcp@1.1.0: 5 known vulnerabilitiesRUSTSEC-2026-0189, GHSA-33f5-2c5q-wgwj, GHSA-9g45-5xwm-f3wc, GHSA-9pj6-vhgr-3mwh, GHSA-c9xm-49cp-xcr9
Cargo.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.rustls-webpki@0.101.7: 4 known vulnerabilitiesRUSTSEC-2026-0098, RUSTSEC-2026-0099, RUSTSEC-2026-0104, RUSTSEC-2026-0382
Cargo.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.rustls-webpki@0.103.9: 5 known vulnerabilitiesRUSTSEC-2026-0049, RUSTSEC-2026-0098, RUSTSEC-2026-0099, RUSTSEC-2026-0104, RUSTSEC-2026-0382
Cargo.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.28.1: 2 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.drizzle-orm@0.45.1: 1 known vulnerabilityGHSA-gpj5-g38j-94v9
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fast-uri@3.1.0: 12 known vulnerabilitiesGHSA-333x-w4r6-6crp, GHSA-4c8g-83qw-93j6, GHSA-7p8r-x3mc-p8w7, GHSA-f65p-4m7j-42xc, GHSA-hrr3-gc8f-f4qj +7 more
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fastify@5.7.2: 10 known vulnerabilitiesGHSA-247c-9743-5963, GHSA-444r-cwp2-x5xf, GHSA-4mh8-r7rc-xpvc, GHSA-573f-x89g-hqp9, GHSA-667r-xxjv-c9mm +5 more
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.find-my-way@9.4.0: 1 known vulnerabilityGHSA-c96f-x56v-gq3h
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nanoid@3.3.11: 3 known vulnerabilitiesGHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.picomatch@4.0.3: 2 known vulnerabilitiesGHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.5.6: 4 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.react-router@7.13.0: 12 known vulnerabilitiesGHSA-2j2x-hqr9-3h42, GHSA-337j-9hxr-rhxg, GHSA-49rj-9fvp-4h2h, GHSA-84g9-w2xq-vcv6, GHSA-8646-j5j9-6r62 +7 more
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.rollup@4.56.0: 1 known vulnerabilityGHSA-mw96-cpmx-2vgc
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 1 known vulnerabilityGHSA-68fv-2mgg-jv7q
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.uuid@13.0.0: 1 known vulnerabilityGHSA-w5hq-g745-h8pq
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@7.3.1: 10 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +5 more
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.ws@8.19.0: 2 known vulnerabilitiesGHSA-58qx-3vcg-4xpx, GHSA-96hv-2xvq-fx4p
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.3.6: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.9: 8 known vulnerabilitiesPYSEC-2026-1851, PYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038 +3 more
tools/e2e/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key2 matches in this file
crates/ralph-api/tests/rpc_v1_bootstrap.rs:159 - lowLow. Minor, or common in normal tools. Shown for information.anyhow@1.0.100: 1 known vulnerabilityRUSTSEC-2026-0190
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.crossbeam-epoch@0.9.18: 1 known vulnerabilityRUSTSEC-2026-0204
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.event-listener@5.4.1: 1 known vulnerabilityRUSTSEC-2026-0221
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.h2@0.3.27: 1 known vulnerabilityRUSTSEC-2026-0258
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.lru@0.16.3: 1 known vulnerabilityRUSTSEC-2026-0253
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.number_prefix@0.4.0: 1 known vulnerabilityRUSTSEC-2025-0119
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.pin-utils@0.1.0: 1 known vulnerabilityRUSTSEC-2026-0441
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.proc-macro-error@1.0.4: 1 known vulnerabilityRUSTSEC-2024-0370
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.rand@0.8.5: 1 known vulnerabilityRUSTSEC-2026-0097
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.rand@0.9.2: 1 known vulnerabilityRUSTSEC-2026-0097
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.rustls@0.21.12: 3 known vulnerabilitiesRUSTSEC-2026-0346, RUSTSEC-2026-0349, GHSA-h2v8-394m-p7vv
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.rustls@0.23.36: 4 known vulnerabilitiesRUSTSEC-2026-0285, RUSTSEC-2026-0346, RUSTSEC-2026-0348, RUSTSEC-2026-0349
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.rustls-pemfile@1.0.4: 1 known vulnerabilityRUSTSEC-2025-0134
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.tokio@1.49.0: 1 known vulnerabilityRUSTSEC-2026-0386
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.unsafe-libyaml@0.2.11: 1 known vulnerabilityRUSTSEC-2024-0449
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.webpki-roots@0.25.4: 1 known vulnerabilityRUSTSEC-2026-0381
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.webpki-roots@1.0.5: 1 known vulnerabilityRUSTSEC-2026-0381
Cargo.lock - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.28.6: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@vitest/mocker@3.2.4: 2 known vulnerabilitiesGHSA-82fw-gwwq-j7x9, GHSA-qxg6-89mg-rqv8
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.ajv@8.17.1: 1 known vulnerabilityGHSA-2g4f-4pwh-qvx6
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.9.18: 1 known vulnerabilityGHSA-w5vr-8v7q-w6rv
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.esbuild@0.18.20: 1 known vulnerabilityGHSA-67mh-4wv8-2f99
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.yaml@2.8.2: 1 known vulnerabilityGHSA-48c2-rrv3-qjmp
package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 1 known vulnerabilityPYSEC-2026-215
tools/e2e/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 1 known vulnerabilityPYSEC-2026-2987
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.4.2: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
github.comregistry.npmjs.orgrelease-assets.githubusercontent.com
While running
Not run — the code wasn't started in this scan
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