ForgeKitFORGEKIT

Build Log

Engine Self-Improving

June 20, 2026

ForgeKit moved from self-checking to self-improving — the loop now measures whether following the process actually made the engine better, not just whether it was followed.

EngineOSMetricsPrevention
2
new schema blocks (gate_effectiveness, promotion_review)
3
new gate_checks fields (prevented_spin, evidence, missed_issue)
2
new engine-health sections
1
new engine health scoring factors

Timeline

Start
Feedback reviewed
6 evolutions proposed — prioritized gate effectiveness + promotion review as highest leverage
20m
Schema updated
gate_checks gains prevented_spin/evidence/missed_issue; promotion_review block added
35m
_TEMPLATE.json updated
New blocks pre-scaffolded for every future session
60m
build-trends.mjs updated
Gate effectiveness aggregation, promotion pipeline aggregation, engine health scoring factors, console signals
70m
Verified + committed
build:trends runs clean, engine-health.md updated, committed

What shipped

gate_checks[].prevented_spin — bool/null: did this gate catch a real spin?

gate_checks[].evidence — string/null: what spin would have occurred without it?

gate_checks[].missed_issue — string/null: what did the gate fail to catch?

promotion_review block — observations[], promoted[] (with destination+type+reason), not_promoted[] (with reason)

build-trends.mjs §Gate Effectiveness — aggregates per-gate: times run, prevented, clean, uncertain, missed issues

build-trends.mjs §Promotion Pipeline — aggregates promoted/not-promoted across sessions, flags repeated non-promotions

Engine health scoring: +3/proven gate (cap 9), -4/theater gate; +5 for promotion rate ≥60%, -6 for 0 promotions after 3+ sessions

engine-health.md §Gate Effectiveness + §Promotion Pipeline sections with tables

Console signals: theater gate warnings, proven gate confirmations, repeated non-promotion flags

_TEMPLATE.json pre-scaffolded with both new blocks

_SCHEMA.md documented with usage guidance, including 'theater vs proven' framing

“From 'did Claude follow the loop?' to 'did following the loop improve the engine?' That's the difference between compliance and compounding.”

— Session framing — 2026-06-20