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harnessweaver-anthropic

A first-party HarnessWeaver plugin for Claude models. It is built on the same plugin contract any third-party plugin uses: one hw.Plugin object, published through the harnessweaver.plugins entry point under the namespace anthropic (see DESIGNS.md No. 13).

uv add harnessweaver-anthropic     # or: uv add "harnessweaver[anthropic]"

anthropic.messages: a model provider

models:
  provider: anthropic.messages
  default: strong
  aliases: { strong: claude-opus-5-5, fast: claude-haiku-5-5 }
  effort: high
Setting Default Meaning
model claude-opus-5-5 When a request names no model
max_tokens / stream_max_tokens 16000 / 64000 When a request sets none
thinking adaptive Or none to omit the parameter
effort the model's default low, medium, high, xhigh, max
fallbacks default Server-side refusal fallbacks (beta server-side-fallback-2026-07-01); none turns them off
structured_outputs false Send output schemas as output_config.format (they must meet its rules); otherwise the schema goes in the system prompt
sampling false Forward temperature (older models only); current models reject sampling parameters
timeout 600s Per request
max_retries 2 SDK retries; set 0 behind a gateway, which then owns retries (R5)
cost_header x-litellm-response-cost A gateway's reported cost, used before models.prices
base_url, api_key_env SDK defaults Client settings. Credentials follow the SDK's own resolution unless api_key_env names a variable
hold_stream false Deliver a streamed answer's chunks only once it has finished, so nothing from a declined answer reaches the app. Output is no longer live

Server-side fallbacks are on by default: a request a model declines for policy reasons is re-run on Anthropic's recommended fallback model, and on a model without fallbacks the request simply runs alone. A request that is still declined ends the run blocked with code model_refusal, and its tokens still count.

Each answer's own content blocks, thinking included, are replayed unchanged on the next request of a tool loop, so the model's reasoning carries over (ADR-0022). An answer the harness changed (a redaction) is replayed without its thinking, consistently, so the history stays append-only.

harness.instrument(client)

client = harness.instrument(AsyncAnthropic())
message = await client.messages.create(model="claude-opus-5-5", max_tokens=1024, messages=[...])

messages.create calls are governed: traced, budgeted and guarded (input.before on the system prompt and message text, output.before on the answer), with redactions written back. Everything else, including client.beta.messages, passes through. Streaming through an instrumented client is planned and raises for now.

Conformance

From this package's directory (at the repository root, make conformance checks every first-party plugin):

uv run pytest --harnessweaver-conformance=anthropic

Metadata

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