plugin/skills/tooluniverse-molecular-cloning/SKILL.md
Molecular cloning assembly design — Gibson Assembly (overlap design for seamless multi-fragment joining) and Golden Gate Assembly (Type IIS / BsaI / BbsI design with unique 4-bp fusion overhangs). Use when you need to plan how to join DNA fragments into a construct, design assembly overlaps/overhangs, or decide between cloning methods. Covers the domestication (internal-site removal), overhang-uniqueness, and overlap-Tm rules. For PCR primers to generate the fragments, see tooluniverse-primer-design.
npx skillsauth add mims-harvard/tooluniverse tooluniverse-molecular-cloningInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Plan how to join DNA fragments into a construct: design the overlaps (Gibson) or Type IIS overhangs (Golden Gate) and avoid the failures that come from internal sites and non-unique junctions.
| Use Gibson Assembly when | Use Golden Gate when | |---|---| | A few fragments, scarless/seamless junctions anywhere you choose | Many parts, standardized reusable parts (MoClo/modular), one-pot | | You can add ~20–40 bp homology by PCR | You can remove internal BsaI/BbsI sites (domestication) | | One-off constructs | Combinatorial libraries / repeated assemblies |
Both are sequence-independent (no scar at the junction for Gibson; a 4-bp fusion scar for Golden Gate). For 2–4 unique fragments, Gibson is usually simplest; for libraries or a parts toolkit, Golden Gate.
tu run DNA_gibson_design '{"operation":"gibson_design",
"fragments":["ATGGCG...GAGGAC","GAGGAC...GGCAAG","GGGCAAG...ATCCT"],
"overlap_length":20}'
For each fragment it returns left_overlap, right_overlap, and with_overlaps (the fragment extended with the homology arms you'd add to your PCR primers — hand these to tooluniverse-primer-design).
Gibson design rules
tu run DNA_golden_gate_design '{"operation":"golden_gate_design",
"parts":["ATGGCG...AAGAAC","CTGAGC...CTGATC","GAGGAG...GTGGTG"],
"enzyme":"BsaI"}'
Returns parts_with_overhangs: each part's unique 4-bp left_overhang/right_overhang and the full_sequence flanked by the Type IIS recognition sites (e.g. BsaI GGTCTC(N1) … cutting outside its site to leave the 4-bp fusion overhang).
Golden Gate design rules
GGTCTC, BbsI GAAGAC) must NOT occur inside any part, or it will be cut internally. Remove internal sites by silent mutation before assembly — check every part.scripts/cloning_qc.py screens parts for the problems above: internal BsaI/BbsI sites (Golden Gate), overhang uniqueness/palindromes, and Gibson overlap GC/length — and flags PASS/WARN.
tooluniverse-primer-design (and BLAST for specificity).tooluniverse-primer-design — design the PCR primers (with homology arms / Type IIS tails) to make the fragments.tooluniverse-sequence-analysis — handle the input sequences.tools
PCR / qPCR primer and oligo design — design forward/reverse primers for a target region (SantaLucia nearest-neighbor thermodynamics), compute melting temperature (Tm) and annealing temperature (Ta), check GC content, and screen an oligo for hairpins and primer-dimers. Use when you need primers for a sequence, want to QC an existing primer pair, or need the Tm of an oligo. Covers the primer-design rules (Tm matching, GC clamp, 3'-end, length) and the tools' constraint quirks.
tools
Pharmacokinetic (PK) analysis of concentration-time data — non-compartmental analysis (NCA) for Cmax, Tmax, AUC (0-t and 0-∞), terminal half-life, clearance (CL), volume of distribution (Vd), MRT, and absolute bioavailability (F). Also one-compartment fitting. Use when you have plasma/serum drug concentrations over time after a dose and need PK parameters, or to compute bioavailability from IV + oral AUCs. NOT for ADMET property prediction from structure (use tooluniverse-admet-prediction).
tools
Molecular cloning assembly design — Gibson Assembly (overlap design for seamless multi-fragment joining) and Golden Gate Assembly (Type IIS / BsaI / BbsI design with unique 4-bp fusion overhangs). Use when you need to plan how to join DNA fragments into a construct, design assembly overlaps/overhangs, or decide between cloning methods. Covers the domestication (internal-site removal), overhang-uniqueness, and overlap-Tm rules. For PCR primers to generate the fragments, see tooluniverse-primer-design.
tools
Meta-analysis / evidence synthesis — pool effect sizes across studies (odds ratios, risk ratios, hazard ratios, mean differences, correlations, GWAS betas) with fixed- or random-effects models, quantify heterogeneity (Q, I², τ²), and build a forest plot. Use when you have results from MULTIPLE studies and need a single pooled estimate, or to synthesize evidence from a systematic review / multiple GWAS / replicated experiments. Handles the error-prone effect-size + standard-error preparation (converting OR/HR/CI, two-group means±SD, proportions, and correlations into the (effect, SE) the pooling step needs).