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OpenCollab documentation

Start with the project README for a first run. Use this index when extending a runtime or reproducing a result.

Use and extend OpenCollab

Task Guide
Install; use the CLI, SDK, or authored workflows Package guide
Set providers, models, teams, and context policy Configuration
Choose the default or a concrete agent profile Base and Single2
Compare and adopt two isolated candidates Duo · Chinese translation
Run ordered work with checks, repair, and continuation Weave
Reconstruct a hidden program through active exploration Reconstruct
Control workflow calls; integrate evaluation usage, cancellation and cleanup Evaluation runtime
Inspect model capabilities and effective profiles offline Model inspection
Record native test observations and parse Git patches Test evidence
Add on-demand instructions Skills
Understand context, budget allocation, and steering Runtime design

Contribute and maintain

Task Guide
Prepare a contribution and follow collaboration rules Contributing
Find tests; run Python, DOM, and browser checks Contributor checks and test map
Use launchers, diagnostics, and experiment-card generation Scripts
Measure tool-loop processing and progress recovery Tool-loop measurements
Publish a tagged GitHub release Releasing
Report a vulnerability privately Security

Research evidence and history

Benchmark results reports the recorded cross-harness comparison and paired Duo–Base test. Adherence separates declared team conditions from measured collaboration. The collaborating-team study and experiment cards live with their generators and checks in OpenCollab-Eval. Benchmark datasets, runs, and remote execution belong to OpenCollab-Eval.

The release provenance and source coverage preserve the October 1 integration ancestry and its original path dispositions. The contributor architecture guidance links the archived June survey and explains how to interpret its findings. Historical snapshots retain their original revisions; current rules live in the contributor and runtime guides above.

Upgrade an older integration

Migration guides describe the named release, not current signatures or defaults.

From / to Guide
0.7.x → 0.8.0 Base profile and Single2 defaults
0.6.x → 0.7.0 Native Bash testing, evaluation runtime, and subsequent workflow changes
0.5.x → 0.6.0 Public API, teams, workflows, and lifecycle
Earlier versions → 0.5.0 Runtime failures, isolation, configuration, and budgeting