Bootstrap rein-openweights: minimal agentic loop over OpenRouter (REIN-OW-WP-0001)
Implements T01-T04: - tools.py: green-commit-only-equivalent tool surface (read/write/edit/ glob/grep + git status/diff/log/add+commit), path-traversal guarded. - openrouter_client.py: own minimal chat-completions client — llm-connect's OpenRouterAdapter takes a single prompt string and never surfaces tool_calls, so it can't drive a multi-turn tool-calling loop without a breaking change to its frozen Core ABC. llm-connect stays an optional dependency (pyproject.toml), not load-bearing. - loop.py: plan -> tool call -> observe -> repeat, budget- and turn-bounded, tool errors reported back to the model instead of crashing the loop. - credentials.py: own OpenBao AppRole/ambient-token acquisition, per glas-harness ADR-002 (Option B) — glas-harness does not broker this. - runner.py/hub.py: commit-verified success criterion + State Hub progress/token reporting, mirroring rein-aharness's model. 26 tests, all mocked at the httpx/subprocess boundary — no real OpenRouter or OpenBao calls made. T05 (Forgejo repo creation) stays open, deferred to the operator. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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INTENT.md
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INTENT.md
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@ -14,11 +14,11 @@ repeat, with a bounded tool policy) without building one from scratch per
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occasion.
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rein-openweights exists to be that harness: one agentic loop, model
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supplied via OpenRouter (through `llm-connect`), usable anywhere a
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rein-aharness-equivalent session is wanted but a frontier-vendor
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dependency is not — cost-sensitive workloads, offline/degraded-network
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tolerance, or simply comparing open-weight model capability against
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frontier baselines on the same task.
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supplied via OpenRouter, usable anywhere a rein-aharness-equivalent
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session is wanted but a frontier-vendor dependency is not —
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cost-sensitive workloads, offline/degraded-network tolerance, or simply
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comparing open-weight model capability against frontier baselines on
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the same task.
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## Governing principle
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@ -32,8 +32,11 @@ owns the open-weight-model-specific agentic loop and tool execution.
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## What it must never become
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- **Not a model router.** Choosing which OpenRouter model to use for a
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given task, pricing, and fallback stays in `llm-connect`. This repo
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consumes `llm-connect`, it does not reimplement provider routing.
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given task, pricing, and fallback is a caller/config concern (`--model`),
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not logic this repo owns. `llm-connect` remains available as an
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optional dependency for future needs (structured-JSON side calls,
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diagnostics/replay) but is not load-bearing for the base agentic loop
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— see glas-harness ADR-002 and `src/rein_openweights/openrouter_client.py`.
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- **Not a second harness framework.** Session semantics, tool policy
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schema, sandbox consumption, and audit reporting are glas-harness's
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contract (`GLAS-WP-0001-T01`) — this repo implements it, not forks it.
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@ -44,7 +47,12 @@ owns the open-weight-model-specific agentic loop and tool execution.
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## Status
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Charter + local scaffold only. See `workplans/REIN-OW-WP-0001-bootstrap.md`
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for the first concrete milestone (minimal tool-use loop against one
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OpenRouter open-weight model, same starter tool surface as
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rein-aharness's `green-commit-only` profile).
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Minimal agentic loop implemented and unit-tested (26 tests, all mocked
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at the network/subprocess boundary): tool surface, OpenRouter client,
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credential acquisition, commit-verified success criterion, State Hub
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reporting. See `workplans/REIN-OW-WP-0001-bootstrap.md`. Not yet
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executed against a real OpenRouter model or a real OpenBao instance —
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those are human-triggered follow-ups (real API cost, real credentials).
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No glas-harness adapter (`reins/rein_openweights.py`, mirroring
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`reins/rein_aharness.py`) yet — that's a `GLAS-WP-0001` follow-up once
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this CLI is considered stable enough to shell out to.
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