execution-plan/weeks/week-07-measured-extraction-agent/commitment.md · UPDATED 2026-09-16

Week 07 commitment

3 parts426 words 6 checkboxes — tick them, they save to the file

State: UNCONFIRMED. Owner: Peter Ciancaglini. Specification

Start date: not set. End date: not set. Available hours: confirm (planned ceiling 10). Primary outcome: measured extraction agent. Minimum that keeps the next gate alive: the F1 table, whatever it says.

Deliverables to commit

extraction-runbook.md: Invalid JSON, absent values and unsupported evidence fail visibly.
evaluation-protocol.md: Each field has counts and scoring rules; development scores are not called held-out performance.
error-analysis.md: Unchanged held-out data and a backend decision with quality/cost evidence are recorded.
Bounded learning exercise and personal teach-back.
Evidence-backed branding and opportunity pack.
Sunday review and next physical action.

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Proposed calendar

Day	Minutes	Physical action / outcome	Actual slot	Done
Mon	90	Implement schema-constrained extraction with provenance and fake/API/local adapters; smoke-test five development papers and log model/prompt versions.	Not set	[ ]
Tue	90	Michaelis-Menten fitted in Python to a public dataset	Not set	[ ]
Wed	90	Implement field-specific precision/recall/F1, numeric unit/tolerance checks and provenance correctness on frozen paper-level splits. Last ten minutes: optional note.	Not set	[ ]
Thu	90	A simple Bayesian regression in PyMC or numpyro on titer data Include relevant founder-paper work within this block.	Not set	[ ]
Fri	90	Inspect five worst fields, make one development-only revision, compare before/after, and choose a documented per-field floor and cost budget for scale-up.	Not set	[ ]
Sat	90	Resolve critical spillover; long-form draft if due; sandbox only if done.	Not set	[ ]
Sun	60	Build log, evidence, gap review, next actions.	Not set	[ ]

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Dependency and capacity check

Missing essential inputs: not yet inspected.
Human/external dependency, owner and expected date: not yet inspected.
Week-specific constraint: The original gold set cannot be repeatedly tuned on and still serve as an untouched test set. Report prompt-development and final evaluation sets separately.
Existing session authorization for external actions or spending: not assessed; local planning only at scaffold creation.
Scope to cut first: optional polish/additional examples; preserve scientific validity.
If the forecast exceeds available time: record a concrete reduced scope or revised delivery proposal before committing.

Peter's commitment / adjustments: pending. Reviewing model and date: pending.

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