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Act
Inspect files, edit code, run commands, and work through explicit tool contracts.
Local-first agent runtime
Verified work.
Local control.
Algo CLI combines direct tool use, durable context, routed agents, and explicit verification— without making a website or hosted account part of the runtime.
LIVE / LOCAL
algo-cli · verified executionlocal
$ git clone https://github.com/Seabass-up/Algo-cli.git && cd Algo-cli
$ pipx install .
$ algo-cli --oneshot --json --approval-mode auto
“fix the failing parser test and verify the result”
◆ inspect src/parser.py · tests/test_parser.py
◆ edit src/parser.py +4 −2
✓ verify pytest 148 passed
✓ evidence tracked diff · file scope intact
done complete · verified delta
Reported local benchmark
9/9 objective passes
Three tasks × three repetitions · same model and machineMedian runtime33.900s27-run comparison
Core postureLocal firstRemote services optional
THE ALGO LOOP
One runtime. Four disciplines.
The product is organized around a simple operating loop: act deliberately, retain useful context, route only when complexity earns it, and verify before claiming completion.
∞
Remember
Carry durable context, lessons, and reusable skills across local sessions.
◇
Route
Keep ordinary work direct. Send larger tasks through bounded agent pipelines.
✓
Verify
Ground completion in tests, file evidence, Git state, and fail-closed policies.
BUILT FOR REAL WORK
Deep when needed. Quiet when not.
Algo CLI keeps simple tasks simple while exposing structured paths for larger, higher-risk work.
Bounded multi-agent teams
Read-only specialists gather evidence in parallel. One integration pipeline owns writes, review, and verification.
Durable context with consent
Memories, lessons, skills, and code retrieval have visible controls and privacy-safe defaults.
Searchable runtime knowledge
Use packaged public docs by default. Add local agent stores only when you explicitly opt in.
EVIDENCE, NOT HYPE
Algo CLI ranked first in our reported 27-run local comparison. That is a scoped result—not independently reproduced evidence or a universal superiority claim.
Inspect the methodology →