~ / rigs / K-Dense-AI / scientific-agents

K-Dense-AI/scientific-agents

Expert-thinking AGENTS.md profiles that teach AI agents to reason like senior scientists and engineers.

↗ GitHub ★ 200 MIT updated 7d ago collection Claude CodeCodex Claude plugin
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ARCHETYPE
Skill Collector
Ten-plus skills loaded on demand. A procedural-knowledge library.
CONTEXT TAX · EVERY TURN
~22.2k tokens
Context hog · median rig: 2.3k · breakdown
GUARDRAILS
0/5
No committed guardrails · details

Copy this rig

$ git clone --depth 1 https://github.com/K-Dense-AI/scientific-agents

MCP servers are added to Claude Code at local scope; env vars are shown as YOUR_… placeholders — we never store values. Files are fetched with degit into a separate folder so you can review before merging.

$ npx degit K-Dense-AI/scientific-agents/scientific-agents/accelerator-physicist/skills/accelerator-physicist .claude/skills/accelerator-physicist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/acoustical-engineer/skills/acoustical-engineer .claude/skills/acoustical-engineer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/acoustics-physicist/skills/acoustics-physicist .claude/skills/acoustics-physicist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/actuarial-scientist/skills/actuarial-scientist .claude/skills/actuarial-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/additive-manufacturing-engineer/skills/additive-manufacturing-engineer .claude/skills/additive-manufacturing-engineer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/aerodynamicist/skills/aerodynamicist .claude/skills/aerodynamicist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/aeronautical-engineer/skills/aeronautical-engineer .claude/skills/aeronautical-engineer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/aeronomy-scientist/skills/aeronomy-scientist .claude/skills/aeronomy-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/aerospace-engineer/skills/aerospace-engineer .claude/skills/aerospace-engineer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/agricultural-engineer/skills/agricultural-engineer .claude/skills/agricultural-engineer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/agricultural-entomologist/skills/agricultural-entomologist .claude/skills/agricultural-entomologist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/agroecologist/skills/agroecologist .claude/skills/agroecologist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/agronomist/skills/agronomist .claude/skills/agronomist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/ai-researcher/skills/ai-researcher .claude/skills/ai-researcher
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/air-quality-scientist/skills/air-quality-scientist .claude/skills/air-quality-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/algebraist/skills/algebraist .claude/skills/algebraist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/algorithms-researcher/skills/algorithms-researcher .claude/skills/algorithms-researcher
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/analytical-chemist/skills/analytical-chemist .claude/skills/analytical-chemist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/anatomist/skills/anatomist .claude/skills/anatomist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/anesthesiologist/skills/anesthesiologist .claude/skills/anesthesiologist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/animal-geneticist-breeder/skills/animal-geneticist-breeder .claude/skills/animal-geneticist-breeder
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/animal-nutritionist/skills/animal-nutritionist .claude/skills/animal-nutritionist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/animal-scientist/skills/animal-scientist .claude/skills/animal-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/antenna-engineer/skills/antenna-engineer .claude/skills/antenna-engineer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/antimicrobial-resistance-scientist/skills/antimicrobial-resistance-scientist .claude/skills/antimicrobial-resistance-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/applied-mathematician/skills/applied-mathematician .claude/skills/applied-mathematician
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/aquaculture-scientist/skills/aquaculture-scientist .claude/skills/aquaculture-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astrobiologist/skills/astrobiologist .claude/skills/astrobiologist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astrochemist/skills/astrochemist .claude/skills/astrochemist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astrodynamicist/skills/astrodynamicist .claude/skills/astrodynamicist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astronautical-engineer/skills/astronautical-engineer .claude/skills/astronautical-engineer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astronomer/skills/astronomer .claude/skills/astronomer
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astronomical-instrumentation-scientist/skills/astronomical-instrumentation-scientist .claude/skills/astronomical-instrumentation-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astroparticle-physicist/skills/astroparticle-physicist .claude/skills/astroparticle-physicist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/astrophysicist/skills/astrophysicist .claude/skills/astrophysicist
$ npx degit K-Dense-AI/scientific-agents/scientific-<redacted> .claude/skills/astrostatistician
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/atmospheric-chemist/skills/atmospheric-chemist .claude/skills/atmospheric-chemist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/atmospheric-scientist/skills/atmospheric-scientist .claude/skills/atmospheric-scientist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/atomic-molecular-optical-physicist/skills/atomic-molecular-optical-physicist .claude/skills/atomic-molecular-optical-physicist
$ npx degit K-Dense-AI/scientific-agents/scientific-agents/audiologist/skills/audiologist .claude/skills/audiologist

This rig commits no guardrails. Here is the community baseline instead — the deny/ask rules most often found across all 7,204 rigs:

{
  "permissions": {
    "deny": [
      "Read(./.env)",
      "Read(**/.env)",
      "Read(~/.ssh/**)",
      "Bash(rm -rf *)",
      "Read(**/*.pem)",
      "Bash(rm -rf /)",
      "Bash(git push --force:*)",
      "Bash(sudo *)",
      "Read(.env)",
      "Bash(rm -rf /*)",
      "Read(./.env.*)",
      "Read(~/.aws/**)",
      "Bash(git push --force*)",
      "Bash(rm -rf:*)",
      "Read(**/*.key)",
      "Read(**/.env.*)",
      "Bash(sudo:*)",
      "Bash(git reset --hard*)",
      "Bash(git reset --hard:*)",
      "Read(.env.*)"
    ],
    "ask": [
      "Bash(git push:*)",
      "Bash(git push *)",
      "Bash(git commit:*)",
      "Bash(rm *)",
      "Bash(rm:*)",
      "Bash(git rebase *)",
      "Bash(wget *)",
      "Bash(npm publish:*)",
      "Bash(git commit *)",
      "Bash(gh pr merge *)"
    ]
  }
}

Skills (150)

accelerator-physicistacoustical-engineeracoustics-physicistactuarial-scientistadditive-manufacturing-engineeraerodynamicistaeronautical-engineeraeronomy-scientistaerospace-engineeragricultural-engineeragricultural-entomologistagroecologistagronomistai-researcherair-quality-scientistalgebraistalgorithms-researcheranalytical-chemistanatomistanesthesiologistanimal-geneticist-breederanimal-nutritionistanimal-scientistantenna-engineerantimicrobial-resistance-scientistapplied-mathematicianaquaculture-scientistastrobiologistastrochemistastrodynamicistastronautical-engineerastronomerastronomical-instrumentation-scientistastroparticle-physicistastrophysicistastrostatisticianatmospheric-chemistatmospheric-scientistatomic-molecular-optical-physicistaudiologistautomotive-engineerbacteriologistbayesian-statisticianbehavioral-ecologistbehavioral-neuroscientistbiochemistbiogeochemistbiogeographerbioinformaticianbioinformatics-engineerbiological-oceanographerbiomaterials-scientistbiomedical-engineerbiomedical-imaging-scientistbiophysical-chemistbiophysicistbioprocess-engineerbioprocess-microbiologistbiostatisticianbiosystems-agricultural-process-engineerbotanistbrain-computer-interface-engineerbridge-engineerbuilding-science-engineercancer-biologistcarbon-cycle-scientistcardiologistcatalysis-engineercatalysis-scientistcausal-inference-scientistcell-biologistcell-signaling-biologistcellular-neuroscientistceramics-engineerchemical-biologistchemical-engineerchemical-oceanographercheminformaticianchromatin-biologistchronobiologistcivil-engineerclimate-risk-analystclimate-scientistclimatologistclinical-data-managerclinical-embryologistclinical-epidemiologistclinical-laboratory-scientistclinical-microbiologistclinical-pharmacologistclinical-trial-scientistcoastal-engineercognitive-neuroscientistcognitive-scientistcolloid-chemistcombinatorialistcombustion-engineercommunications-engineercommunity-ecologistcomparative-medicine-researchercomparative-physiologistcomposites-engineercomputational-chemistcomputational-linguistcomputational-neuroscientistcomputational-physicistcomputational-scientistcomputational-social-scientistcomputer-architecture-researchercomputer-graphics-researchercomputer-hardware-engineercomputer-scientistcomputer-security-researchercomputer-vision-scientistcondensed-matter-physicistconnectomics-scientistconservation-biologistconservation-scientistconstruction-engineercontrol-systems-engineercorrosion-engineercosmochemistcosmologistcritical-care-researchercrop-protection-scientistcrop-scientistcryo-em-structural-biologistcryptographercryptography-engineercrystal-growth-specialistcrystallographercytogeneticistdairy-scientistdata-engineerdata-scientistdatabase-systems-researcherdeep-learning-scientistdentist-scientistdermatologistdevelopmental-biologistdevelopmental-psychologistdifferential-geometerdigital-pathology-scientistdistributed-systems-researcherdynamical-systems-theoristearthquake-engineerecologisteconomic-geologistecosystem-ecologistecotoxicologist

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