Point the example config at Opus 5.5, with Haiku as consultant
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Add an executor benchmark that keeps its results
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Enforce the tool-call contract, asking servers only where it works
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Fit every model request to its context window
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Move configuration to YAML, and make the tuning knobs configurable
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Add the operator kill switch, stop (A4)
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Gate ops writes on approved step sequences
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Define the work model: duties, work items, scopes
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Record the MCP server deployment decisions in the spec
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Discover a model's vendor from LiteLLM instead of its name
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Choose the LLM route by model, and add a capability matrix
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Add the composition root and a runnable entry point
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Wire delegation to A12's trigger, and implement A3's resume rule
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Add ask_expert and eval capture (A14/A16) — step 7c
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Map A17 onto Outline's actual primitives, and record the MCP decision
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Add A17, the knowledge store contract (Outline)
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Add the delegation harness (A13) — step 7b
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