keshro 0.1.3

The intelligent execution layer for AI agents — CLI interface

Keshro

Make AI agents execute intelligently. Structured plans, parallel execution, cross-task learning.

pip install keshro
keshro login <token>      # from keshro.com/account
keshro create             # scan project, generate plan
keshro continue --all     # agents execute in parallel

The problem

Your AI agent is great at one task at a time. But real projects have 10-20 tasks with dependencies, shared context, and files that shouldn't be edited by two agents at once.

Run them manually and you're the bottleneck. Run them in parallel and they conflict.

What Keshro does

1. Plans the work — generates a dependency graph with task ordering, file assignments, acceptance criteria, and risk flags
2. Runs agents in parallel — each in an isolated git worktree, respecting dependency order
3. Shares context across tasks — when one agent discovers something, related future tasks inherit that knowledge
4. Tracks everything — git checkpoints before each task, decision audit trails, one-command rollback

Create from anything

keshro create                                         # current directory
keshro create https://github.com/org/repo             # GitHub repo
keshro create https://github.com/org/repo/issues/42   # GitHub issue
keshro create https://linear.app/team/issue/PROJ-123  # Linear issue

Your AI agent scans the project, answers clarifying questions, and generates the plan.

Execute

Keshro drives the full execution loop — picks up the next task, gives the agent context, validates the result, marks it done, and moves to the next one. You don't manage it.

keshro continue                    # execute next task, then the next, then the next
keshro continue --all              # run everything — parallel agents, each in its own worktree
keshro continue --all -c 10        # cap at 10 concurrent agents
keshro continue --dry-run          # preview what would run

Monitor

keshro status                      # progress summary
keshro status --tui                # live terminal dashboard
keshro explain <task-id>           # decision audit trail
keshro rollback <task-id>          # revert to pre-task state

Works with

Claude Code, Codex, Cursor, Devin, or any AI agent that runs in a terminal.

License

MIT