GIOS Studioalpha · read-only
Reason about throughput
Cognition result — deterministic reasoning over V7's memory. Every item is evidence-cited; conflicting evidence is explicit; outputs are candidates + a DecisionContext for a future Planner. Mutates nothing, plans nothing, executes nothing.
reasonedthroughputconfidence: highrisk: critical#77b322a0
mission: improve execution throughput
Hypotheses (evidence-cited)
hypothesis: executions predominantly fail (4/6 denied)high
evidence: node:outcome:executed, node:outcome:denied
hypothesis: provider "anthropic-claude" tends to succeed (2 executed / 1 denied across 3 episode(s))high
evidence: node:provider:anthropic-claude
hypothesis: provider "deepseek" tends to fail (0 executed / 1 denied across 1 episode(s))medium
evidence: node:provider:deepseek
hypothesis: provider "google-gemini" tends to fail (0 executed / 1 denied across 1 episode(s))medium
evidence: node:provider:google-gemini
Risks + contradictions
risk: "credential_unauthorized" caused 1 denial(s)low
evidence: node:reason:credential_unauthorized
risk: "grant_already_consumed" caused 1 denial(s)low
evidence: node:reason:grant_already_consumed
risk: "grant_expired" caused 1 denial(s)low
evidence: node:reason:grant_expired
risk: "plan_not_selected" caused 1 denial(s)low
evidence: node:reason:plan_not_selected
risk: denial rate is high (4/6)critical
evidence: node:outcome:denied
conflicting evidence: provider "anthropic-claude" has both executed and denied episodescontradiction
Insights
insight: 6 episode(s) observed — 2 executed, 4 denied, across 3 provider(s) and 4 denial reason(s)high
insight (from strategic memory): observed executed rate: 2/6 episode(s)high
insight (from strategic memory): most frequent denial reason observed: "credential_unauthorized" (1 time(s))medium
Goal / priority / action candidates (not plans)
goal candidate: raise the executed rate (currently 2/6)high
candidate — not planned, not executed
DecisionContext → future Planner
ownerfuture-planner-runtime
hypotheses / risks / goals4 / 5 / 1
trace steps16
planned / executed / mutatednothing / nothing / nothing
The immutable bundle a future Planner Runtime consumes. V8 draws no plan and takes no action.