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root 5
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Applied AI for Biotech R&D and Biomanufacturing — Upskilling Plan v4
AI-Upskilling-Plan-Biotech-v4.md2026-09-16 · 70 KB -
Claude
CLAUDE.md2026-09-19 · 1 KB -
LABLOOP · Master Plan v5 — From program manager to published AI scientist for biotech
LABLOOP-Master-Plan-v5.md2026-09-16 · 66 KB -
LABLOOP · Master Plan v6 — The Cartographer's Path: from program manager to published AI scientist for biotech
LABLOOP-Master-Plan-v6.md2026-10-01 · 282 KB -
Readme
README.md2026-10-01 · 1 KB
brochure 1
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Micromundo · Misión ATP
README-mitocondria.md2026-10-01 · 2 KB
execution-plan 16
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Artifact locations and repository boundaries
ARTIFACT-MAP.md2026-09-16 · 3 KB -
Talent and commercial asset requirements
CAREER-ASSETS.md2026-09-16 · 4 KB -
Source reconciliation and feasibility decisions
DECISIONS.md2026-10-01 · 7 KB -
Gates and evidence
GATES.md2026-10-01 · 4 KB -
Block log
LOG.md2026-09-16 · 1 KB -
LABLOOP — full weekly learning notebooks
NOTEBOOKS.md2026-10-01 · 15 KB -
Parking lot
PARKING.md2026-09-18 · 2 KB -
Programme progress
PROGRESS.md2026-09-16 · 27 KB -
Learning questions
QUESTIONS.md2026-09-16 · 1 KB -
LABLOOP: week-by-week execution
README.md2026-10-01 · 8 KB -
LABLOOP v7 roadmap: hybrid, lead-first
ROADMAP-v7.md2026-10-01 · 12 KB -
Sources and resource verification
SOURCES.md2026-09-16 · 12 KB -
Today
TODAY.md2026-09-19 · 1 KB -
Preparation validation
VALIDATION.md2026-09-16 · 1 KB -
Commands for App
commands_for_app.md2026-09-18 · 1 KB -
Instructions for any model preparing or executing this plan
specs.md2026-09-16 · 9 KB
execution-plan/notebooks 3
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Notebook preparation validation — 2026-09-23
VALIDATION.md2026-10-01 · 3 KB -
Notes of Biology
b1.md2026-10-01 · 3 KB -
Notebook source checks — 2026-09-23
source-checks.md2026-10-01 · 4 KB
execution-plan/weeks 2
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Weekly folder index
specs.md2026-09-16 · 1 KB -
environment-checklist.md
week-00-cockpit-and-positioning.md2026-09-18 · 1 KB
execution-plan/weeks/week-00-cockpit-and-positioning 13
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Branding pack
branding-pack.md2026-09-18 · 1 KB -
Week 00 commitment
commitment.md2026-09-16 · 3 KB -
Environment checklist
environment-checklist.md2026-09-18 · 1 KB -
Week 00 evidence register
evidence.md2026-09-18 · 2 KB -
Founder paper
founder-paper.md2026-09-18 · 1 KB -
LABLOOP W00 — cockpit and positioning: full learning notebook
learning-notebook.md2026-10-01 · 37 KB -
Week 00 — Materials: what to read, what to watch
materials.md2026-09-16 · 6 KB -
Opportunity actions
opportunity-actions.md2026-09-18 · 1 KB -
Positioning
positioning.md2026-09-19 · 1 KB -
Profile baseline
profile-baseline.md2026-09-18 · 5 KB -
Week 00 review and handoff
review.md2026-09-16 · 2 KB -
Week 00 — cockpit and positioning
specs.md2026-10-01 · 17 KB -
Study notes
study-notes.md2026-09-18 · 1 KB
execution-plan/weeks/week-01-fermentation-simulator 6
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Week 01 commitment
commitment.md2026-09-16 · 3 KB -
Week 01 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W01 — fermentation simulator: full learning notebook
learning-notebook.md2026-10-01 · 45 KB -
Week 01 — Materials: what to read, what to watch
materials.md2026-10-01 · 6 KB -
Week 01 review and handoff
review.md2026-09-16 · 2 KB -
Week 01 — fermentation simulator
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-02-indpensim-data-and-baseline 6
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Week 02 commitment
commitment.md2026-09-16 · 2 KB -
Week 02 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W02 — indpensim data and baseline: full learning notebook
learning-notebook.md2026-10-01 · 40 KB -
Week 02 — Materials: what to read, what to watch
materials.md2026-10-01 · 6 KB -
Week 02 review and handoff
review.md2026-09-16 · 2 KB -
Week 02 — indpensim data and baseline
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-03-statistical-batch-monitoring 6
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Week 03 commitment
commitment.md2026-09-16 · 2 KB -
Week 03 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W03 — statistical batch monitoring: full learning notebook
learning-notebook.md2026-10-01 · 42 KB -
Week 03 — Materials: what to read, what to watch
materials.md2026-10-01 · 7 KB -
Week 03 review and handoff
review.md2026-09-16 · 2 KB -
Week 03 — statistical batch monitoring
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-04-batchlens-first-release 6
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Week 04 commitment
commitment.md2026-09-16 · 2 KB -
Week 04 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W04 — batchlens first release: full learning notebook
learning-notebook.md2026-10-01 · 40 KB -
Week 04 — Materials: what to read, what to watch
materials.md2026-10-01 · 6 KB -
Week 04 review and handoff
review.md2026-09-16 · 2 KB -
Week 04 — batchlens first release
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-05-fermlit-corpus-and-schema 5
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Week 05 commitment
commitment.md2026-09-16 · 3 KB -
Week 05 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W05 — fermlit corpus and schema: full learning notebook
learning-notebook.md2026-10-01 · 40 KB -
Week 05 review and handoff
review.md2026-09-16 · 2 KB -
Week 05 — fermlit corpus and schema
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-06-human-gold-standard 5
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Week 06 commitment
commitment.md2026-09-16 · 3 KB -
Week 06 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W06 — human gold standard: full learning notebook
learning-notebook.md2026-10-01 · 39 KB -
Week 06 review and handoff
review.md2026-09-16 · 2 KB -
Week 06 — human gold standard
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-07-measured-extraction-agent 5
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Week 07 commitment
commitment.md2026-09-16 · 3 KB -
Week 07 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W07 — measured extraction agent: full learning notebook
learning-notebook.md2026-10-01 · 39 KB -
Week 07 review and handoff
review.md2026-09-16 · 2 KB -
Week 07 — measured extraction agent
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-08-technical-report-gate 5
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Week 08 commitment
commitment.md2026-09-16 · 3 KB -
Week 08 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W08 — technical report gate: full learning notebook
learning-notebook.md2026-10-01 · 41 KB -
Week 08 review and handoff
review.md2026-09-16 · 2 KB -
Week 08 — technical report gate
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-09-fermlit-scale-up 5
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Week 09 commitment
commitment.md2026-09-16 · 3 KB -
Week 09 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W09 — fermlit scale up: full learning notebook
learning-notebook.md2026-10-01 · 37 KB -
Week 09 review and handoff
review.md2026-09-16 · 2 KB -
Week 09 — fermlit scale up
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-10-annotation-agreement-and-analysis 5
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Week 10 commitment
commitment.md2026-09-16 · 3 KB -
Week 10 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W10 — annotation agreement and analysis: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 10 review and handoff
review.md2026-09-16 · 2 KB -
Week 10 — annotation agreement and analysis
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-11-fermlit-dataset-engineering 5
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Week 11 commitment
commitment.md2026-09-16 · 3 KB -
Week 11 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W11 — fermlit dataset engineering: full learning notebook
learning-notebook.md2026-10-01 · 39 KB -
Week 11 review and handoff
review.md2026-09-16 · 2 KB -
Week 11 — fermlit dataset engineering
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-12-endorsement-and-hybrid-model 5
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Week 12 commitment
commitment.md2026-09-16 · 3 KB -
Week 12 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W12 — endorsement and hybrid model: full learning notebook
learning-notebook.md2026-10-01 · 39 KB -
Week 12 review and handoff
review.md2026-09-16 · 2 KB -
Week 12 — endorsement and hybrid model
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-13-fermlit-release-and-paper-outline 5
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Week 13 commitment
commitment.md2026-09-16 · 3 KB -
Week 13 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W13 — fermlit release and paper outline: full learning notebook
learning-notebook.md2026-10-01 · 40 KB -
Week 13 review and handoff
review.md2026-09-16 · 2 KB -
Week 13 — fermlit release and paper outline
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-14-paper-1-full-draft 5
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Week 14 commitment
commitment.md2026-09-16 · 2 KB -
Week 14 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W14 — paper 1 full draft: full learning notebook
learning-notebook.md2026-10-01 · 39 KB -
Week 14 review and handoff
review.md2026-09-16 · 2 KB -
Week 14 — paper 1 full draft
specs.md2026-10-01 · 17 KB
execution-plan/weeks/week-15-paper-1-review-and-revision 5
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Week 15 commitment
commitment.md2026-09-16 · 2 KB -
Week 15 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W15 — paper 1 review and revision: full learning notebook
learning-notebook.md2026-10-01 · 36 KB -
Week 15 review and handoff
review.md2026-09-16 · 2 KB -
Week 15 — paper 1 review and revision
specs.md2026-10-01 · 17 KB
execution-plan/weeks/week-16-paper-1-preprint-gate 5
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Week 16 commitment
commitment.md2026-09-16 · 3 KB -
Week 16 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W16 — paper 1 preprint gate: full learning notebook
learning-notebook.md2026-10-01 · 40 KB -
Week 16 review and handoff
review.md2026-09-16 · 2 KB -
Week 16 — paper 1 preprint gate
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-17-paper-2-complete-experiments 5
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Week 17 commitment
commitment.md2026-09-16 · 3 KB -
Week 17 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W17 — paper 2 complete experiments: full learning notebook
learning-notebook.md2026-10-01 · 40 KB -
Week 17 review and handoff
review.md2026-09-16 · 2 KB -
Week 17 — paper 2 complete experiments
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-18-paper-2-full-draft 5
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Week 18 commitment
commitment.md2026-09-16 · 2 KB -
Week 18 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W18 — paper 2 full draft: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 18 review and handoff
review.md2026-09-16 · 2 KB -
Week 18 — paper 2 full draft
specs.md2026-10-01 · 17 KB
execution-plan/weeks/week-19-recruiter-portfolio-and-review 5
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Week 19 commitment
commitment.md2026-09-16 · 2 KB -
Week 19 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W19 — recruiter portfolio and review: full learning notebook
learning-notebook.md2026-10-01 · 36 KB -
Week 19 review and handoff
review.md2026-09-16 · 2 KB -
Week 19 — recruiter portfolio and review
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-20-paper-2-gate-and-halfway-review 5
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Week 20 commitment
commitment.md2026-09-16 · 3 KB -
Week 20 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W20 — paper 2 gate and halfway review: full learning notebook
learning-notebook.md2026-10-01 · 36 KB -
Week 20 review and handoff
review.md2026-09-16 · 2 KB -
Week 20 — paper 2 gate and halfway review
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-21-protein-study-and-partner-scope 5
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Week 21 commitment
commitment.md2026-09-16 · 3 KB -
Week 21 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W21 — protein study and partner scope: full learning notebook
learning-notebook.md2026-10-01 · 39 KB -
Week 21 review and handoff
review.md2026-09-16 · 2 KB -
Week 21 — protein study and partner scope
specs.md2026-10-01 · 20 KB
execution-plan/weeks/week-22-protein-validation-and-baselines 5
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Week 22 commitment
commitment.md2026-09-16 · 3 KB -
Week 22 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W22 — protein validation and baselines: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 22 review and handoff
review.md2026-09-16 · 2 KB -
Week 22 — protein validation and baselines
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-23-extremophile-candidate-ranking 5
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Week 23 commitment
commitment.md2026-09-16 · 3 KB -
Week 23 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W23 — extremophile candidate ranking: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 23 review and handoff
review.md2026-09-16 · 2 KB -
Week 23 — extremophile candidate ranking
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-24-coauthor-and-validation-gate 5
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Week 24 commitment
commitment.md2026-09-16 · 3 KB -
Week 24 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W24 — coauthor and validation gate: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 24 review and handoff
review.md2026-09-16 · 2 KB -
Week 24 — coauthor and validation gate
specs.md2026-10-01 · 20 KB
execution-plan/weeks/week-25-trialkit-field-module 5
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Week 25 commitment
commitment.md2026-09-16 · 3 KB -
Week 25 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W25 — trialkit field module: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 25 review and handoff
review.md2026-09-16 · 2 KB -
Week 25 — trialkit field module
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-26-trialkit-plate-module 5
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Week 26 commitment
commitment.md2026-09-16 · 3 KB -
Week 26 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W26 — trialkit plate module: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 26 review and handoff
review.md2026-09-16 · 2 KB -
Week 26 — trialkit plate module
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-27-loop-audit-offer-and-pipeline 5
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Week 27 commitment
commitment.md2026-09-16 · 3 KB -
Week 27 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W27 — loop audit offer and pipeline: full learning notebook
learning-notebook.md2026-10-01 · 36 KB -
Week 27 review and handoff
review.md2026-09-16 · 2 KB -
Week 27 — loop audit offer and pipeline
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-28-first-invoice-gate 5
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Week 28 commitment
commitment.md2026-09-16 · 3 KB -
Week 28 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W28 — first invoice gate: full learning notebook
learning-notebook.md2026-10-01 · 35 KB -
Week 28 review and handoff
review.md2026-09-16 · 2 KB -
Week 28 — first invoice gate
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-29-audit-delivery-or-sales-recovery 5
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Week 29 commitment
commitment.md2026-09-16 · 3 KB -
Week 29 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W29 — audit delivery or sales recovery: full learning notebook
learning-notebook.md2026-10-01 · 35 KB -
Week 29 review and handoff
review.md2026-09-16 · 2 KB -
Week 29 — audit delivery or sales recovery
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-30-audit-readout-and-validation-results 5
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Week 30 commitment
commitment.md2026-09-16 · 3 KB -
Week 30 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W30 — audit readout and validation results: full learning notebook
learning-notebook.md2026-10-01 · 38 KB -
Week 30 review and handoff
review.md2026-09-16 · 2 KB -
Week 30 — audit readout and validation results
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-31-paper-3-coauthor-draft 5
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Week 31 commitment
commitment.md2026-09-16 · 3 KB -
Week 31 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W31 — paper 3 coauthor draft: full learning notebook
learning-notebook.md2026-10-01 · 37 KB -
Week 31 review and handoff
review.md2026-09-16 · 2 KB -
Week 31 — paper 3 coauthor draft
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-32-paper-3-gate-and-career-refresh 5
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Week 32 commitment
commitment.md2026-09-16 · 3 KB -
Week 32 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W32 — paper 3 gate and career refresh: full learning notebook
learning-notebook.md2026-10-01 · 34 KB -
Week 32 review and handoff
review.md2026-09-16 · 2 KB -
Week 32 — paper 3 gate and career refresh
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-33-labdocs-ingestion-and-traceability 5
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Week 33 commitment
commitment.md2026-09-16 · 3 KB -
Week 33 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W33 — labdocs ingestion and traceability: full learning notebook
learning-notebook.md2026-10-01 · 37 KB -
Week 33 review and handoff
review.md2026-09-16 · 2 KB -
Week 33 — labdocs ingestion and traceability
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-34-labdocs-retrieval-evaluation 5
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Week 34 commitment
commitment.md2026-09-16 · 3 KB -
Week 34 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W34 — labdocs retrieval evaluation: full learning notebook
learning-notebook.md2026-10-01 · 39 KB -
Week 34 review and handoff
review.md2026-09-16 · 2 KB -
Week 34 — labdocs retrieval evaluation
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-35-labdocs-release-and-local-benchmark 5
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Week 35 commitment
commitment.md2026-09-16 · 3 KB -
Week 35 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W35 — labdocs release and local benchmark: full learning notebook
learning-notebook.md2026-10-01 · 37 KB -
Week 35 review and handoff
review.md2026-09-16 · 2 KB -
Week 35 — labdocs release and local benchmark
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-36-journal-and-joss-submissions 5
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Week 36 commitment
commitment.md2026-09-16 · 3 KB -
Week 36 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W36 — journal and joss submissions: full learning notebook
learning-notebook.md2026-10-01 · 35 KB -
Week 36 review and handoff
review.md2026-09-16 · 2 KB -
Week 36 — journal and joss submissions
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-37-pilot-or-job-process 5
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Week 37 commitment
commitment.md2026-09-16 · 3 KB -
Week 37 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W37 — pilot or job process: full learning notebook
learning-notebook.md2026-10-01 · 35 KB -
Week 37 review and handoff
review.md2026-09-16 · 2 KB -
Week 37 — pilot or job process
specs.md2026-10-01 · 19 KB
execution-plan/weeks/week-38-scientific-talk-and-proof 5
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Week 38 commitment
commitment.md2026-09-16 · 3 KB -
Week 38 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W38 — scientific talk and proof: full learning notebook
learning-notebook.md2026-10-01 · 35 KB -
Week 38 review and handoff
review.md2026-09-16 · 2 KB -
Week 38 — scientific talk and proof
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-39-fund-portfolio-offer 5
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Week 39 commitment
commitment.md2026-09-16 · 3 KB -
Week 39 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W39 — fund portfolio offer: full learning notebook
learning-notebook.md2026-10-01 · 34 KB -
Week 39 review and handoff
review.md2026-09-16 · 2 KB -
Week 39 — fund portfolio offer
specs.md2026-10-01 · 18 KB
execution-plan/weeks/week-40-final-retrospective-and-career-decision 5
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Week 40 commitment
commitment.md2026-09-16 · 3 KB -
Week 40 evidence register
evidence.md2026-09-16 · 2 KB -
LABLOOP W40 — final retrospective and career decision: full learning notebook
learning-notebook.md2026-10-01 · 36 KB -
Week 40 review and handoff
review.md2026-09-16 · 3 KB -
Week 40 — final retrospective and career decision
specs.md2026-10-01 · 19 KB
graphify-out 1
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Graph Report - biotech_skilling (2026-09-29)
GRAPH_REPORT.md2026-10-01 · 88 KB
graphify-out/2026-09-19 1
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Graph Report - biotech_skilling (2026-09-19)
GRAPH_REPORT.md2026-09-19 · 59 KB
graphify-out/2026-09-20 1
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Graph Report - biotech_skilling (2026-09-20)
GRAPH_REPORT.md2026-10-01 · 61 KB
graphify-out/2026-09-23 1
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Graph Report - biotech_skilling (2026-09-20)
GRAPH_REPORT.md2026-10-01 · 62 KB
graphify-out/2026-09-29 1
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Graph Report - biotech_skilling (2026-09-29)
GRAPH_REPORT.md2026-10-01 · 86 KB