HughYau

58 mods in 1 plugin, 4 repositories, 6.5k stars between them.

algorithmic-art

02

HughYau/AcademicForge

Skill Claude CodeCodex

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright…

not rated 2.6k +4 1mo ago A SkillSpector: pass 62 tokens

alphafold2

03

HughYau/AcademicForge

Skill Claude CodeCodex

Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. 2022, github.com/sokrypton/ColabFold; AlphaFold2 Jumper et al. 2021). Reach for this skill to fold a sequence or complex with the AF2/AF2-Multimer evoformer, to validate designed sequences by self-consistency…

not rated 2.6k +4 1mo ago A SkillSpector: warn 117 tokens

boltz

04

HughYau/AcademicForge

Skill Claude CodeCodex

Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al. 2025, github.com/jwohlwend/boltz). Reach for this skill to validate designed binders against a target, to co-fold a protein with a SMILES or CCD ligand, or to get an open-source AlphaFold3 alternative…

not rated 2.6k +4 1mo ago A SkillSpector: warn 88 tokens

borzoi

05

HughYau/AcademicForge

Skill Claude CodeCodex

Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effect of a variant on expression/accessibility, (2) Generating predicted coverage tracks for a locus, (3) Prioritising non-coding variants by predicted track delta.

not rated 2.6k +4 1mo ago A SkillSpector: pass 79 tokens

chai1

06

HughYau/AcademicForge

Skill Claude CodeCodex

Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024, github.com/chaidiscovery/chai-lab). Reach for this skill to predict an antibody-antigen or protein-ligand complex from a single FASTA, to re-fold designed binders as an AlphaFold-multimer…

not rated 2.6k +4 1mo ago A SkillSpector: pass 98 tokens

compute-env-setup

07

HughYau/AcademicForge

Skill Claude CodeCodex

Set up a compute environment on a remote provider so Claude Science jobs can run there. Covers direct SSH/conda hosts, Slurm clusters, container-via-bridge runners, and managed-API providers (Modal, GCP, RunPod). Use when standing up a new provider, porting an env to a different backend, adding a tool that needs its…

not rated 2.6k +4 1mo ago A SkillSpector: pass 134 tokens

customize

08

HughYau/AcademicForge

Skill Claude CodeCodex

Create, configure, and maintain custom agent profiles and author new skills via the repl tool. Use when the user wants to create an agent profile, build a custom agent, modify agent capabilities, attach or detach skills/connectors on a profile, author a skill, or inspect which connectors and tools are available. Also…

not rated 2.6k +4 1mo ago A SkillSpector: warn 88 tokens

diffdock

09

HughYau/AcademicForge

Skill Claude CodeCodex

Predict small-molecule binding poses with DiffDock-L (Corso et al. 2023/2024, github.com/gcorso/DiffDock) — blind diffusion docking that places a ligand into a protein pocket without a predefined search box and ranks the samples with a learned confidence model. Reach for this skill to dock a SMILES or SDF against a…

not rated 2.6k +4 1mo ago A SkillSpector: pass 111 tokens

esmfold2

10

HughYau/AcademicForge

Skill Claude CodeCodex

Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al. 2026, github.com/Biohub/esm). Single-sequence and MSA modes; protein, DNA, RNA, ligand (CCD/SMILES), modified residues. FoldBench Ab-Ag 50-55%, PPI 70-77% DockQ-pass. Also covers the ESMC-{300M,600M,6B} protein language models from the same release…

not rated 2.6k +4 1mo ago A SkillSpector: pass 223 tokens

evo2

11

HughYau/AcademicForge

Skill Claude CodeCodex

Score, embed, and generate DNA sequences with Evo 2, a long-context genomic foundation model. Use this skill when: (1) Computing per-nucleotide or per-sequence likelihoods for variant effect scoring, (2) Embedding genomic windows for downstream classification, (3) Generating DNA conditioned on a prefix, (4) Scoring…

not rated 2.6k +4 1mo ago A SkillSpector: warn 83 tokens

fair-esm2

12

HughYau/AcademicForge

Skill Claude CodeCodex

Embed proteins with Meta AI's ESM-2 (fair-esm package). Use this skill when: (1) Extracting per-residue or per-sequence embeddings for downstream ML, (2) Masked-LM likelihood / mutation effect scoring, (3) Contact prediction from a sequence.

not rated 2.6k +4 1mo ago A SkillSpector: pass 66 tokens

figure-composer

13

HughYau/AcademicForge

Skill Claude CodeCodex

Compose one publication-grade multi-panel figure. Entry from a one-line claim + data files, OR from an existing figure via deriveoutlineprompt (you read the PNG). Runs a per-figure loop: outline (12-col grid, per-panel ask + labelbudget) → render each panel with paneltask (loading figure-style), one at a time or…

not rated 2.6k +4 1mo ago A SkillSpector: pass 169 tokens

figure-style

14

HughYau/AcademicForge

Skill Claude CodeCodex

Publication-grade figure correctness and legibility rules. Load before drawing any plot and call applyfigurestyle() — sets a role-mapped font-size ladder, outward ticks, frameless legends, and 300-dpi output. The skill is a checklist, not a house look: data fidelity (claim-titles tested against every row, excluded…

not rated 2.6k +4 1mo ago A SkillSpector: pass 167 tokens

indication-dossier

15

HughYau/AcademicForge

Skill Claude CodeCodex

Generate a therapeutic indication dossier. Covers the patient population, epidemiology, disease biology, standard of care, regulatory precedent, and landmark clinical trials.

not rated 2.6k +4 1mo ago A SkillSpector: warn 34 tokens

learn

16

HughYau/AcademicForge

Skill Claude CodeCodex

Use this skill when the user wants intellectual understanding — learning how or why something works, not getting a task done or soliciting Claude's judgment. Trigger for: Explicit learning requests: teach, explain, ELI5, walk me through, quiz me, flashcards, "I'm rusty on"; definitions ("what is X") Terse concept…

not rated 2.6k +4 1mo ago A SkillSpector: pass 219 tokens

ligandmpnn

17

HughYau/AcademicForge

Skill Claude CodeCodex

Inverse-fold a backbone with ligand, nucleic-acid, and metal context using LigandMPNN (Dauparas et al. 2023, github.com/dauparas/LigandMPNN). Reach for this skill to redesign the residues lining a binding pocket around a bound small molecule or cofactor, to design metal-coordinating sites where the geometry must be…

not rated 2.6k +4 1mo ago A SkillSpector: pass 100 tokens

literature-review

18

HughYau/AcademicForge

Skill Claude CodeCodex

Find, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims in real retrieved sources, avoiding fabricated citations, handling retractions, and calibrating confidence to evidence strength.

not rated 2.6k +4 1mo ago A SkillSpector: pass 54 tokens

HughYau/AcademicForge

Skill Claude CodeCodex

Register a model service in the managed family — a local model server container the daemon starts/stops on demand, or a remote upstream model API (https). Read the runbook, allocate a port (local only), compose idempotent start/stop scripts (local only), register once. Load when the user wants a model service…

not rated 2.6k +4 1mo ago B 83 tokens

openfold3

20

HughYau/AcademicForge

Skill Claude CodeCodex

Structure prediction using OpenFold3, an open-weights PyTorch reproduction of AlphaFold3 from the AlQuraishi Lab. Use this skill when predicting protein/nucleic-acid/ligand complex structures with an Apache-2.0-licensed AF3 reimplementation.

not rated 2.6k +4 1mo ago A SkillSpector: pass 60 tokens

paper-narrative

21

HughYau/AcademicForge

Skill Claude CodeCodex

Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. paperbriefprompt(abstract, captions) hands you the prompt to write the brief yourself (pitch/vision/per-figure-claims); then you play a handling editor over the full deck and…

not rated 2.6k +4 1mo ago A SkillSpector: pass 155 tokens

pdf-explore

22

HughYau/AcademicForge

Skill Claude CodeCodex

Use this skill when the user has attached a PDF, paper, report, or other document and the answer needs content from more than one place in it: summarize the methods or any other section, compare sections, find where a topic is discussed, read a value or label off a figure or chart, or find/list/extract every instance…

not rated 2.6k +4 1mo ago A SkillSpector: pass 192 tokens

HughYau/AcademicForge

Skill Claude CodeCodex

Stop and consult this skill whenever your response would include specific facts about Anthropic's products. Covers: Claude Code (how to install, Node.js requirements, platform/OS support, MCP server integration, configuration), Claude API (function calling/tool use, batch processing, SDK usage, rate limits, pricing…

not rated 2.6k +4 1mo ago A SkillSpector: pass 138 tokens

proteinmpnn

24

HughYau/AcademicForge

Skill Claude CodeCodex

Inverse-fold a protein backbone (PDB structure) into amino-acid sequence with ProteinMPNN (Dauparas et al. 2022, github.com/dauparas/ProteinMPNN). Reach for this skill to run sequence design on RFdiffusion backbones, to redesign one chain of a PDB while holding interface residues fixed, or to generate a…

not rated 2.6k +4 1mo ago A SkillSpector: pass 88 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: