binder-design-campaign

Solid

Gated protein design campaign: each expert judgement is a checkpoint a human signs off before compute is spent. Branches: de novo binder design (epitope choice, generation, co-folding ensemble ranking, ranked order sheet); structure and complex prediction with calibrated confidence; protein engineering (stability, enzyme, interface). Fires on designing binders or miniproteins, picking an epitope or hotspots, running RFdiffusion, BindCraft, BoltzGen, ProteinMPNN, ESMFold2 or Protenix, computing ipSAE or DockQ, ranking designs to order, auditing such a campaign, or 蛋白结合子设计, 表位选择, 结构预测.

AI & Automation 13 stars 0 forks Updated 3 days ago MIT

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Quality Score: 83/100

Stars 20%
38
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100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# Gated protein design campaign Three branches, one core. Pick the branch at G0; the gates, evidence rules and deliverable discipline below hold for all three. | Branch | Read | For | |---|---|---| | binder design | `workflows/binder-design.md` | miniprotein binders against a protein target | | structure prediction | `workflows/structure-prediction.md` | folds or complexes with calibrated confidence | | protein engineering | `workflows/protein-design-general.md` | stability, enzyme, interface, scaffold redesign | Provenance and rationale: `docs/` and `NOTICE.md`, relative to this skill. ## Non-negotiables These hold at every depth, including inside sub-agents, and bind hardest on the steps nobody is watching. 1. **State only what you established.** Every claim in a report, update or manifest traces to an executed computation or a saved artifact you can point at. *Verified* means you ran the check and hold its output. 2. **Every external identifier is fetched.** DOIs, PMIDs, PDB IDs, UniProt accessions, residue ranges and URLs in any deliverable are the literal output of a lookup executed in this session. 3. **Anomalies are bugs until investigated.** A score of exactly zero, a gate that passes everything, a gate that fails everything, a constant metric, a perfect metric, an impossible runtime, zero variance across seeds: halt that stage, diagnose, then proceed. 4. **Cheapest falsifying check first.** Run the seconds-scale check that could kill a p...

Details

Author
SPYfighting
Repository
SPYfighting/my-academic-skills
Created
3 weeks ago
Last Updated
3 days ago
Language
Python
License
MIT

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