Get started¶
Anarres helps you qualify native task sources, measure the experience they produce under a starting policy, and compare compatible candidate environments before committing the full training budget.
Install the CLI¶
The release guide covers Windows, pinned versions, checksums,
archives, source installation, and PATH troubleshooting.
See the workflow¶
Run the bundled CPU-only example:
The demo qualifies two environments, measures both under the same synthetic
starting policy, checks that their records are comparable, and writes the
portable records to .anarres/demo/.
✓ Qualified math-reference-demo-v1
✓ Measured math-reference-demo-v1
✓ Compatible candidate panel
ENVIRONMENT SIGNAL / 1M COVERAGE ADMITTED REPAIR
math-alternative-demo-v1 214.2857 0.4154 2 1
math-reference-demo-v1 833.3333 0.6533 2 1
Bring an environment¶
Keep the source in its native format and connect it to the matching adapter:
anarres init ./candidate-a \
--adapter <adapter> \
--revision <immutable-revision> \
--license <SPDX-identifier>
anarres inspect ./candidate-a
anarres qualify ./candidate-a
inspect reports the accepted format, source identity, adapter readiness, and
any missing requirements. If that adapter exposes starting-policy execution,
continue with probe and measure:
anarres probe ./candidate-a \
--policy <policy> \
--policy-revision <revision> \
--output .anarres/probes/candidate-a
anarres measure .anarres/probes/candidate-a \
--output .anarres/environments/candidate-a.json
Start with the domain support matrix to see which native formats, probes, and downstream outcome tests are released today. The complete CLI guide explains portable records, JSON output, shell completion, and every command.