AI Research SKILLs by Orchestra-Research
by Orchestra-ResearchComprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.
AI Research SKILLs is an open-source agent skill by Orchestra-Research, written mainly in TeX, with 14,164 GitHub stars and the MIT license. Its code was last updated Oct 11, 2026.
Scan summary: scanned Nov 5, 2026 at commit 773a529. 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.
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773a529 · 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.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Dependency audit37 known vulnerabilitieswarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
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 (25)
- 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.
packages/ai-research-skills/src/installer.js:74 - 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.
packages/ai-research-skills/src/installer.js:187 - 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.
packages/ai-research-skills/src/installer.js:719 - 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.
packages/ai-research-skills/src/installer.js:795 - 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
video-promo/ai-research-skills-promo/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.extract-zip@2.0.1: 2 known vulnerabilitiesGHSA-7pqw-9j4j-h8q3, GHSA-jmr9-qjv8-65gv
video-promo/ai-research-skills-promo/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
video-promo/ai-research-skills-promo/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
video-promo/ai-research-skills-promo/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
video-promo/ai-research-skills-promo/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.serialize-javascript@6.0.2: 3 known vulnerabilitiesGHSA-5c6j-r48x-rmvq, GHSA-m5mm-p8h7-m29v, GHSA-qj8w-gfj5-8c6v
video-promo/ai-research-skills-promo/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
video-promo/ai-research-skills-promo/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.ws@8.17.1: 2 known vulnerabilitiesGHSA-58qx-3vcg-4xpx, GHSA-96hv-2xvq-fx4p
video-promo/ai-research-skills-promo/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@3.22.3: 1 known vulnerabilityGHSA-mrhx-c7xc-m3w5
video-promo/ai-research-skills-promo/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
10-optimization/bitsandbytes/references/qlora-training.md:180 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-header
12-inference-serving/sglang/references/deployment.md:342 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
08-distributed-training/deepspeed/SKILL.md:64 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key325 matches in this file
03-fine-tuning/unsloth/references/llms-full.md:11 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: curl-auth-header
dev_data/GITHUB_SKILLS_SYNC_SETUP.md:394 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key296 matches in this file
03-fine-tuning/unsloth/references/llms-txt.md:1096 - lowLow. Minor, or common in normal tools. Shown for information.ajv@6.12.6: 1 known vulnerabilityGHSA-2g4f-4pwh-qvx6
video-promo/ai-research-skills-promo/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.ajv@8.17.1: 1 known vulnerabilityGHSA-2g4f-4pwh-qvx6
video-promo/ai-research-skills-promo/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.9.19: 1 known vulnerabilityGHSA-w5vr-8v7q-w6rv
video-promo/ai-research-skills-promo/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.postcss-selector-parser@7.1.1: 2 known vulnerabilitiesGHSA-rj75-hqrm-r3gf, GHSA-w9m9-85wc-3x92
video-promo/ai-research-skills-promo/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.webpack@5.96.1: 2 known vulnerabilitiesGHSA-38r7-794h-5758, GHSA-8fgc-7cc6-rx7x
video-promo/ai-research-skills-promo/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
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