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Part of #315.
A user-facing guide for the multi-model overlay.
Contents
- The two architectures (native-harness vs CCR swap-endpoint) and when to use each.
- Per-provider setup: Claude (default), ...
documentation
Part of #315.
The wizard must let the user make an informed choice (or decline) — state plainly what multi-model switching does, how
it helps, and the alternatives.
Message content
- What: run other ...
feature
Part of #315.
The core deliverable: an opt-in overlay that scaffolds CCR-based model switching.
Scope
- templates/ multi-model / overlay, gated by a wizard question + --multi-model flag (graphify-overlay ...
feature
Part of #315.
Record the architecture decision (ADR-016) for model-agnostic switching.
Decides
- Two axes: harness-agnostic (--agents, PI-137, already shipped) vs model-API-agnostic (this epic).
...
documentation
Context
osiris-toolkit uses the standard hatchling build system (PEP 517) and is fully compatible with pip install -e ..
However, four critical locations hard-code a dependency on uv:
1. .pre-commit-config.yaml ...
architecture
Surfaced during the claude -p runtime retirement (#347), but predates it (a #342 lean-gather consequence).
The single-agent ES|QL gather (skills/gather/SKILL.md) makes no reference to defender-record-summary ...
Follow-up from the claude -p runtime retirement (#347).
defender/tests/gather_invocation/ was a claude -p-spawning behavioral harness (8 fixtures: cache-hit, sentinel probes,
field-absent, empty/sparse). ...
Context
Release classification: post-release / boardless (MCP context-budget reduction; not a v13 release blocker).
#9953 is the broad MCP progressive-disclosure parent. The first server slice was delivered ...
ai
architecture
enhancement
model-experience
Change
In docs/guides/tables-and-views.md, MERGE the two separate file-inference subsections into ONE. There is no reason to
give JSON its own section — --from-parquet, --from-csv, and --from-json are ...
documentation
Context
PR #303 pins the Docker successor GitHub sidecar to @modelcontextprotocol/server-github@2025.4.8 and removes runtime npx
/ unpinned package resolution. During the rebuild, npm reported that package ...
dev-feature
flagged-for-attention
investigation

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