From 10568057db538962fd5ca1817772f84a64643914 Mon Sep 17 00:00:00 2001 From: Deploy Date: Mon, 7 Sep 2026 20:22:19 +0000 Subject: [PATCH] docs: consolidate Agent Routing Policy into Gearbox --- README.md | 4 + docs/agent-routing-policy/ARCHITECTURE.md | 16 ++ docs/agent-routing-policy/BENCHMARK.md | 35 ++++ docs/agent-routing-policy/LICENSE | 202 +++++++++++++++++++++ docs/agent-routing-policy/ORIGIN.md | 7 + docs/agent-routing-policy/README.md | 5 + docs/agent-routing-policy/SOURCE_README.md | 68 +++++++ docs/agent-routing-policy/SPEC.md | 38 ++++ docs/agent-routing-policy/THEORY.md | 28 +++ 9 files changed, 403 insertions(+) create mode 100644 docs/agent-routing-policy/ARCHITECTURE.md create mode 100644 docs/agent-routing-policy/BENCHMARK.md create mode 100644 docs/agent-routing-policy/LICENSE create mode 100644 docs/agent-routing-policy/ORIGIN.md create mode 100644 docs/agent-routing-policy/README.md create mode 100644 docs/agent-routing-policy/SOURCE_README.md create mode 100644 docs/agent-routing-policy/SPEC.md create mode 100644 docs/agent-routing-policy/THEORY.md diff --git a/README.md b/README.md index 3225127..39256c8 100644 --- a/README.md +++ b/README.md @@ -136,3 +136,7 @@ Visible Value receipt, and stdout/stderr separation. ## License AGPL-3.0-only. See [LICENSE](LICENSE) and [NOTICE](NOTICE). + +## Routing policy + +Agent Routing Policy is consolidated into Gearbox. Its [specifications and provenance](docs/agent-routing-policy/README.md) map to the existing route implementation and tests. diff --git a/docs/agent-routing-policy/ARCHITECTURE.md b/docs/agent-routing-policy/ARCHITECTURE.md new file mode 100644 index 0000000..a2f0b33 --- /dev/null +++ b/docs/agent-routing-policy/ARCHITECTURE.md @@ -0,0 +1,16 @@ +# Architecture + +```text +generic input → Agent Routing Policy → generic output +``` + +## Ports + +- Input adapter: translates a host’s observable state into the generic contract. +- Core: deterministic policy/mechanism under test. +- Evidence store: immutable or append-only artifacts where required. +- Output adapter: returns a bounded receipt to the host. + +## Independence + +Host-specific adapters are optional and removable. Disabling the project should return the host to its prior behavior. No core module may import Taslos Tasks internals. diff --git a/docs/agent-routing-policy/BENCHMARK.md b/docs/agent-routing-policy/BENCHMARK.md new file mode 100644 index 0000000..ceced46 --- /dev/null +++ b/docs/agent-routing-policy/BENCHMARK.md @@ -0,0 +1,35 @@ +# Benchmark plan + +## Rule zero: correctness gate + +Efficiency results are comparable only when every candidate passes the same deterministic correctness and safety gates. Incorrect, indeterminate, and policy-violating runs remain visible but are excluded from superiority claims. + +## Baselines + +1. Current conventional mechanism without this project. +2. The narrowest deterministic alternative. +3. This project at an exact revision and configuration. + +## Measurements + +- route correctness +- constraint violations +- quality +- price +- fallback/retry outcomes +- reason reproducibility + +## Repetition and reporting + +Record model, provider, model version, reasoning effort, tool versions, fixture, prompt, environment/hardware, repetition count, observable tool activity, final result, correctness, cost/tokens when available, and known confounders. Report distributions and raw observations; never invent missing values. + +## Adversarial cases + +- Attempt to violate: Every route produces a durable structured reason. +- Attempt to violate: Strict authorization is checked before provider process or credential exposure where possible. +- Attempt to violate: Provider availability is revisioned evidence. +- Attempt to violate: Forbidden alternatives remain forbidden. + +## Result policy + +Retain positive, negative, null, and failed experiments. 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Provenance is descriptive, not a claim that the generalized hypothesis is proven. + +No private application code, credentials, environment data, internal addresses, database contents, or unrelated user data were copied. Historical evidence remains historically named; the active predecessor was not renamed or modified. diff --git a/docs/agent-routing-policy/README.md b/docs/agent-routing-policy/README.md new file mode 100644 index 0000000..be413a7 --- /dev/null +++ b/docs/agent-routing-policy/README.md @@ -0,0 +1,5 @@ +# Routing policy lineage + +Imported from opsle/agent-routing-policy at `43fc2a72d2c8494b2dcdca7b5a209de61d8fe2d8` under its preserved Apache-2.0 license. Gearbox remains independently usable. `src/opsle_gearbox/route.py` owns filtering, route selection, exact phase routing and explicit reasons; `tests/test_route.py` verifies it. These historical specifications are reference constraints, not claims that every research hypothesis is implemented. No second policy engine or dependency on Tasks is introduced. + +Migration manifest: https://github.com/opsle/tasks/blob/main/docs/migrations/20260907-consolidation.md diff --git a/docs/agent-routing-policy/SOURCE_README.md b/docs/agent-routing-policy/SOURCE_README.md new file mode 100644 index 0000000..083a6a0 --- /dev/null +++ b/docs/agent-routing-policy/SOURCE_README.md @@ -0,0 +1,68 @@ +# Agent Routing Policy + +> Experimental Opsle research. Claims are hypotheses until evidence supports them. + +## Problem + +Opaque routing can violate provider budgets, reviewer independence, access boundaries, or exact model/profile constraints. + +## Hypothesis + +A vendor-neutral policy that emits a durable structured reason can make adaptive and strict routes auditable and safely enforceable. + +## Mechanism + +Filter and rank by task capability, role, project access, allowlists/exclusions, availability, model/profile, preference, price, empirical performance, purpose, reviewer independence, and fallback eligibility; support strict immutable route envelopes. + +## Why it matters + +The Opsle thesis asks: **What if we stopped using intelligence for work that doesn’t require intelligence?** This project isolates one candidate boundary so it can be falsified and measured independently. + +## Non-goals + +Claiming desired routes are implemented, universal cheapest-model routing, or probing credentials before authorization. + +## Current maturity + +**THEORY** under the [Opsle maturity model](https://github.com/opsle/research/blob/main/MATURITY.md). + +## Existing evidence + +Capability/project routing and strict controlled provider/review constraints demonstrate feasibility in one system. + +## Evidence still missing + +Quality-adjusted price experiments, comparable provider benchmarks, policy portability, and fairness/stability analysis. + +## Benchmark strategy + +Correctness gates every comparison. Planned measures: + +- route correctness +- constraint violations +- quality +- price +- fallback/retry outcomes +- reason reproducibility + +See [BENCHMARK.md](BENCHMARK.md) for experiment rules. No benchmark numbers are claimed. + +## Relationship to other Opsle research + +This project is part of [Opsle Research](https://github.com/opsle/research). Opsle Tasks is the future public name of the integrated reference system from which several ideas emerged. Its active development migration to the Opsle organization is intentionally deferred. + +## Relationship to future Opsle Tasks + +Future Opsle Tasks may consume this project through an adapter only after evidence supports integration. The active predecessor, Taslos Tasks, remains unchanged and has no dependency on this repository. + +## Installation status + +No installable production package is justified yet. The repository is theory/specification-first. + +## Known limitations + +Quality-adjusted price experiments, comparable provider benchmarks, policy portability, and fairness/stability analysis. + +## License + +Apache-2.0. See [LICENSE](LICENSE). diff --git a/docs/agent-routing-policy/SPEC.md b/docs/agent-routing-policy/SPEC.md new file mode 100644 index 0000000..f156fd9 --- /dev/null +++ b/docs/agent-routing-policy/SPEC.md @@ -0,0 +1,38 @@ +# Specification + +Status: experimental theory contract. + +## Compatibility boundary + +The primitive accepts generic structured input and emits generic structured output. It must not require a Taslos Tasks database, worker, scheduler, package, runtime path, or private service. + +## Inputs + +- `protocol_version`: explicit version. +- `operation_id`: stable idempotency identity. +- `policy_revision`: the exact policy/configuration revision. +- `subject`: vendor-neutral request data required by this concept. +- `evidence`: observable artifacts with provenance. + +## Outputs + +- `status`: accepted, rejected, deferred, or indeterminate. +- `reason`: durable structured reason. +- `changed_entities`: bounded identities, never ambient state. +- `evidence`: provenance-linked receipts. +- `uncertainty`: explicit unknowns. + +## Invariants + +- Every route produces a durable structured reason. +- Strict authorization is checked before provider process or credential exposure where possible. +- Provider availability is revisioned evidence. +- Forbidden alternatives remain forbidden. + +## Failure behavior + +Missing required authority or evidence fails closed. Unsupported optional data remains explicit and does not silently widen behavior. Implementations must document idempotency, crash consistency, and raw-evidence escalation. + +## Versioning + +Breaking semantic changes require a new protocol version. New optional fields require evidence that they affect a real decision. diff --git a/docs/agent-routing-policy/THEORY.md b/docs/agent-routing-policy/THEORY.md new file mode 100644 index 0000000..3d02cb2 --- /dev/null +++ b/docs/agent-routing-policy/THEORY.md @@ -0,0 +1,28 @@ +# Theory + +## Observation + +Opaque routing can violate provider budgets, reviewer independence, access boundaries, or exact model/profile constraints. + +## Hypothesis + +A vendor-neutral policy that emits a durable structured reason can make adaptive and strict routes auditable and safely enforceable. + +## Proposed mechanism + +Filter and rank by task capability, role, project access, allowlists/exclusions, availability, model/profile, preference, price, empirical performance, purpose, reviewer independence, and fallback eligibility; support strict immutable route envelopes. + +## Falsifiable requirements + +1. Every route produces a durable structured reason. +2. Strict authorization is checked before provider process or credential exposure where possible. +3. Provider availability is revisioned evidence. +4. Forbidden alternatives remain forbidden. + +## Disconfirming results + +The hypothesis should be weakened or rejected if a comparable baseline passes the same correctness gate and this mechanism provides no repeatable benefit, or if the mechanism introduces safety/correctness failures that bounded revisions do not resolve. Negative results remain in `experiments/`. + +## Uncertainty + +Quality-adjusted price experiments, comparable provider benchmarks, policy portability, and fairness/stability analysis.