6.1 KiB
Multi-CLI agent invocation
Cross-LLM agent execution. Same agent definition, different backend. Same DNA, swap the brain. KeiSeiKit is no longer Claude-Code-only.
KeiSeiKit agents are markdown files. Any LLM CLI that takes a prompt can host them. Three call shapes:
kei agent <name> "<task>" # DNA-resolved (manifest → primary → claude)
kei agent --on=<backend> <name> "<task>" # override DNA
kei run-via <backend> <name> "<task>" # explicit backend (no DNA lookup)
Backends — smoke-tested 2026-05-26
| Backend | CLI | Flag | Smoke | Notes |
|---|---|---|---|---|
| claude | claude |
-p |
✅ | Claude Code, native --agent flag |
| grok | grok |
--print |
✅ | xAI Grok Build TUI, native --agent flag |
| agy | agy |
--print |
✅ | Google Antigravity (Gemini models). Alias: antigravity |
| copilot | copilot |
--prompt |
✅ | GitHub Copilot CLI (@github/copilot) |
| kimi | kimi |
TUI-only | ⚠ | No print mode — launcher saves prompt to tmpfile + opens TUI for paste. kimi acp JSON-RPC integration is future work. |
| codex | codex |
-p |
— | OpenAI Codex (register-only; not installed locally) |
Run kei run-via list to see installed backends, current primary, and agent names.
DNA — agent prefers a provider
Add provider to the agent manifest:
# _manifests/my-agent.toml
name = "my-agent"
provider = "grok" # preferred backend; optional
model = "grok-2" # advisory; informs choice but not yet sent through
The assembler emits it into frontmatter:
---
name: my-agent
provider: grok
---
Resolution order (each falls through if previous returns nothing):
--on=<backend>flag on the command lineprovider:field in agent manifest~/.claude/config/primary.toml(set viakei primary <backend>)- Default:
claude
Primary — your default LLM
kei primary # show current primary (and fallback)
kei primary grok # set default to Grok
kei primary claude # back to Claude Code
kei primary writes ~/.claude/config/primary.toml. Any agent without
its own provider: field will resolve to this. This is the lever to
"swap out Claude Code as the primary shell" — set primary to grok, and
every kei agent <name> runs on Grok.
Usage examples
# DNA mode (manifest's provider, or primary, or claude):
kei agent critic "review src/auth.rs"
# Override DNA — try the same agent on a different model for a second opinion:
kei agent --on=grok critic "review src/auth.rs"
kei agent --on=agy critic "review src/auth.rs"
kei agent --on=copilot critic "review src/auth.rs"
# Explicit backend, no DNA lookup (legacy):
kei run-via grok critic "review src/auth.rs"
# Point at an arbitrary agent file:
kei agent --on=grok --file=/tmp/my-agent.md "do the thing"
# Native --agent flag (grok/claude only):
KEI_NATIVE_AGENT=1 kei agent critic "review src/auth.rs"
How it works
- Resolves backend from DNA (see above).
- Reads
~/.claude/agents/<agent-name>.md(assembler-generated prompt). - Strips YAML frontmatter.
- Composes with task:
<agent prompt>\n\n---\n\nTASK FOR THIS RUN:\n<task>. - Execs the backend's non-interactive CLI with the composed prompt.
No agent file is modified. No new tokens are issued — subscription authentication is whatever each CLI uses (its own login / config dir).
When to use each
This is a tool, not a recommendation. Each backend has different strengths; the substrate is agnostic about which you pick. Pick by:
- Familiarity — the CLI you already use day-to-day.
- Subscription cost — burn the one with cheaper marginal cost first.
- Specific feature — e.g.
grok --agentfor native sub-agent switching mid-conversation;agy --sandboxfor terminal restriction. - Independent second opinion — same agent, different model, see if conclusions diverge.
Rule enforcement caveat (READ THIS)
KeiSeiKit hooks (numeric-claims-guard, citation-verify, no-github-push,
safety-guard, push-to-main, etc.) are Claude Code-side:
PreToolUse:Bash / :Edit / :Write events that fire inside Claude Code's
process. They do not propagate to grok / agy / copilot / kimi.
That means:
- Prompt-level rules (the agent's instructions inside the
.md) DO carry through — the agent reads Constructor Pattern, Evidence Grading, No Hallucination, etc. as part of its system prompt on any backend. - Tool-level enforcement (hard-deny on
git push github.com, citation guard, etc.) only applies on the claude backend. Other backends' tool surfaces are governed by THEIR own hooks/policies.
If you need true rule-enforcement on a non-claude backend, the path is
the MCP server (_primitives/_rust/kei-mcp/): registers KeiSeiKit
primitives as MCP tools that the other CLI invokes. Tool-side policies
travel with the MCP wrapper, not with the CLI.
Adding a new backend
- Add a
[backend.<name>]table to_primitives/cli-backends.toml. - Add a case arm in
scripts/kei-agent-cli.shbackend_bin()andbackend_invoke()for the new CLI's print-flag. - Add a row to the smoke-test table above (state PASS/FAIL/PARTIAL).
What it is NOT
- Not a router — picks no backend for you; you (or DNA) ask, it dispatches.
- Not a federation — each backend runs independently with its own context; there is no cross-backend state.
- Not a rule-enforcement layer — hooks only fire on the claude backend (see caveat above). For non-claude rule enforcement use MCP server.
- Not a wrapper around the backend's tool surface — what the CLI can do (Bash, file edits, MCP, etc.) is determined by that CLI, not KeiSeiKit. The substrate only ships the prompt.
Related
_primitives/_rust/kei-llm-router/— Beta-posterior router for programmatic model selection inside Rust code (a different layer)._primitives/_rust/kei-mcp/— MCP server that exposes KeiSeiKit primitives to ANY MCP-compatible client (Cursor / Continue / Zed / Aider / Cline / Windsurf / OpenClaw).