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Core framework for fluid interfaces to provide adaptive robust systems capability integration.
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tegwick 6e705aa0af Add fitness evaluator and telemetry measurer 
FLUID-WP-0005 T07. Primary metrics, guardrails, secondary observations
and learning signals stay in separate roles, and there is no universal
scalar: the standards decline to define one, and inventing one would
make the interface's most important trade-offs on the operator's behalf.

Three verdict rules carry the weight. A guardrail breach dominates
primary success, because a candidate that hit its target while
regressing a guardrail traded something it was told not to. Apparent
success on too few samples is inconclusive rather than successful, since
promoting on three requests is promoting on noise. A metric missing from
one side is reported absent rather than defaulted to zero, which would
read as a dramatic change that never happened.

Specs are an input, never derived from the data, so that changing
success criteria after seeing results requires a recorded amendment
rather than being indistinguishable from normal operation.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014KmVxhJ35tCo7rE7UnLwWu

Assistant: claude-code
Assistant-Model: opus
Assistant-Process: 1116572@bnt-lap001
Assistant-Session: 8ba9bb93-a72a-4883-b189-2499cce5c400
2026-09-04 03:14:25 +02:00
.github/workflows Generate contract types, pin fixtures to spec, add build and ADRs 2026-09-04 02:03:12 +02:00
cmd Add control APIs, control-plane binary, and close the CLI gate bypass 2026-09-04 03:00:17 +02:00
conformance Generate contract types, pin fixtures to spec, add build and ADRs 2026-09-04 02:03:12 +02:00
docs/adr Generate contract types, pin fixtures to spec, add build and ADRs 2026-09-04 02:03:12 +02:00
history Establish fluid-core scaffold, intent, and phased workplans 2026-09-04 01:49:12 +02:00
internal Add fitness evaluator and telemetry measurer 2026-09-04 03:14:25 +02:00
schemas Add FLUID wire contract schemas 2026-09-04 01:55:47 +02:00
spec Establish fluid-core scaffold, intent, and phased workplans 2026-09-04 01:49:12 +02:00
tools/schemagen Generate contract types, pin fixtures to spec, add build and ADRs 2026-09-04 02:03:12 +02:00
workplans Add control APIs, control-plane binary, and close the CLI gate bypass 2026-09-04 03:00:17 +02:00
.custodian-brief.md chore(consistency): sync task status from DB [auto] 2026-09-04 01:51:58 +02:00
.gitignore Register with State Hub and align workplan IDs to FLUID-WP prefix 2026-09-04 01:50:34 +02:00
AGENTS.md Register with State Hub and align workplan IDs to FLUID-WP prefix 2026-09-04 01:50:34 +02:00
go.mod Add revision registry and deterministic resolver 2026-09-04 02:06:19 +02:00
go.sum Add revision registry and deterministic resolver 2026-09-04 02:06:19 +02:00
INTENT.md Establish fluid-core scaffold, intent, and phased workplans 2026-09-04 01:49:12 +02:00
Makefile Generate contract types, pin fixtures to spec, add build and ADRs 2026-09-04 02:03:12 +02:00
README.md Initial commit 2026-09-02 22:51:13 +00:00
SCOPE.md Register with State Hub and align workplan IDs to FLUID-WP prefix 2026-09-04 01:50:34 +02:00
WORK-RECORDS.md Add generated WORK-RECORDS 2026-09-04 01:52:53 +02:00

README.md

fluid-core

Core framework for fluid interfaces to provide adaptive robust systems capability integration.