Install
claude mcp add semble -s user -- uvx --from "semble[mcp]" sembleInstall command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →Agent Skills
368 categorized skills · lightweight selective install · compact TOON catalog · cross-platform
A curated collection for spec-first, multi-agent LLM workflows. Delegate a complete setup
with one prompt, or install the jeo-skill router first and add only the web,
infrastructure, game, media, CLI, or utility skills you need.
Quick Start · Skills List · 한국어
💡 What is Agent Skills?
Each skill remains discoverable as .agent-skills/<name>/SKILL.md. Category, subcategory,
interface, bundle, and relationship metadata lives once in .agent-skills/skills.json, so
skills can be grouped without duplicating wrapper folders or moving runtime-facing paths.
🧩 Jeo Agent & Composable Workflows
Compose the catalog with the public jeo-code coding agent: clarify with ooo, review with plannotator, execute through cli-anything, and verify with browser-harness or the test skill that fits your project. These are independent SKILL.md instructions; jeo-code owns execution, host permissions, and the final verification decision.
🏗 Workflow & Architecture
Jev Control Plane (optional System One integration)
Jev is a separate, home-scoped opt-in, not part of catalog installation, including full mode. Source lives in jev/README.md; the canonical jev/jev-setup.sh configures the selected profile/backend under ~/.agents/jev. Host integration is separate: copying a rule or package is not activation, and native hook registration, profile enablement, and exact-definition trust remain host-owned.
| Stage | Command | Role |
|---|---|---|
| Skill routing | route-skills "<task>" |
Cap-aware selection over read-only skills.json: gate Nouls, then sharded Choice or a lexical shortlist reranked by fit Nouls → Top-K skills or an explicit "none"; advisory provider/model routing from model_policies |
| Context pruning | prune-context |
JSONL {id,text} blocks → keep/drop verdicts, batched within the answering backend's state limit |
| Action gate | review "<task>" '' |
permit / proposal_only / reject / unavailable + SHA-256 receipt bound to backend, model, and tier |
Discovery starts with the local catalog (route-skills / jeo-skill). A weak local match emits publicRegistryFallback for the public skills.sh registry through find-skills; review candidates and obtain explicit approval before installation. The harness does not search or install public skills itself.
Configure: backends, per-operation routing, and decision model separation
Backend kinds — Choose one or configure all five (api, local, ollama, lmstudio, systemone). Each operation resolves its own decision backend from the profile. The harness returns skill selections, keep/drop decisions, and review verdicts; the enabled host integration applies the supported results described below. Only eligible api and systemone drivers with a matching validated-model attestation can return permit. Jev does not automatically change the host's coding model:
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