aiwg

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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

aiwg.io

jmagly/aiwg

34 files

Filename	Content Type	Size
../
README.md	text/markdown	5.88 kB
RULES-INDEX.md	text/markdown	14.9 kB
actionable-feedback.md	text/markdown	5.61 kB
agent-fallback.md	text/markdown	9.46 kB
anti-laziness.md	text/markdown	20.3 kB
auto-reply-chains.md	text/markdown	9 kB
best-output-selection.md	text/markdown	7 kB
citation-policy.md	text/markdown	15.1 kB
conversable-agent-interface.md	text/markdown	7.74 kB
criticality-panel-sizing.md	text/markdown	6.35 kB
executable-feedback.md	text/markdown	7.62 kB
failure-mitigation.md	text/markdown	8.03 kB
few-shot-examples.md	text/markdown	10.1 kB
hitl-gates.md	text/markdown	6.59 kB
hitl-patterns.md	text/markdown	10 kB
human-gate-display.md	text/markdown	9.93 kB
index-generation.md	text/markdown	5.25 kB
instruction-comprehension.md	text/markdown	7.93 kB
manifest.json	application/json	9.63 kB
mention-wiring.md	text/markdown	3.38 kB
no-attribution.md	text/markdown	5.99 kB
progressive-disclosure.md	text/markdown	7.98 kB
provenance-tracking.md	text/markdown	11.5 kB
qualified-references.md	text/markdown	5.28 kB
reasoning-sections.md	text/markdown	7.52 kB
reproducibility-validation.md	text/markdown	5.78 kB
reproducibility.md	text/markdown	5.56 kB
research-before-decision.md	text/markdown	8.1 kB
research-metadata.md	text/markdown	4.12 kB
sdlc-orchestration.md	text/markdown	7.24 kB
tao-loop.md	text/markdown	7.53 kB
thought-protocol.md	text/markdown	10.1 kB
token-security.md	text/markdown	8 kB
versioning.md	text/markdown	2.84 kB