Dev & Engineering

Multica Runtimes and Repos

Diagnose Multica agent run failures, task claiming issues, and repo checkout problems, and manage runtimes.

47/ 100
Use with care

Useful, but reliability, evidence or controls still have material gaps.

See how it was scored ↓
Works as-is in
Codex · Claude Code
Stars
★ 52k
Last updated
3d ago
License
NOASSERTION
multicaruntime-managementrepo-checkoutdaemon
+2agent-opstroubleshooting

What does this skill do, and when should you use it?

This skill is designed for troubleshooting Multica runtimes or daemons: agent not running, task not claimed, runtime offline, workdir or session reuse issues, repository checkout failures. It provides a set of `multica` CLI commands to inspect agents, runtimes, and repository status, and to safely update/delete runtimes or check out repositories when needed. The skill emphasizes reading the chain before making changes to avoid disrupting active agent execution. It is suitable for administrators or operators of Multica to keep agent execution healthy.

Executes commands like multica agent get, multica runtime list, and multica repo checkout to diagnose issues. Provides multica runtime usage and multica runtime activity for runtime details. Performs write operations such as multica runtime update and multica runtime delete (with permission checks). Checks out repositories, optionally with a specific ref or branch.

Good fit
  • When an agent didn't run a task, check agent status, runtime online status, and task claiming.
  • When a repo checkout fails, determine whether it's a task-level checkout or project resource issue.
  • When needing to update or delete a runtime but concerned about affecting active agents, use cascade delete or permission controls.
  • When wanting to inspect a runtime's usage or activity history.

How do you install this skill?

Before you use it
  • The skill depends on Multica daemon and local environment, which may be network constrained, especially accessing overseas services from mainland China may be unstable, affecting repo checkout etc.
  • Ensure understanding of the impact of runtime and repo commands before executing, especially runtime update and delete which may affect active tasks; deletion requires explicit --cascade flag.
  • Skill is not available in Chinese, which may reduce accessibility for Chinese users.
Before you start
Your agent needs
  • Shell / CLI
  • Network access
  • Local filesystem
Install first
  • Multica CLI

This skill is part of the Multica repo, bundled as a skill collection. Requires the Multica CLI. Installation methods are in the repo README (e.g., via Homebrew: brew install multica-ai/tap/multica). The skill file is at server/internal/service/builtin_skills/multica-runtimes-and-repos/SKILL.md; you can copy it into your skills directory.

Generic route: install into Claude Code manually (macOS / Linux)
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/multica-ai/multica.git "$tmp"
mkdir -p ~/.claude/skills
cp -R "$tmp/server/internal/service/builtin_skills/multica-runtimes-and-repos" ~/.claude/skills/
rm -rf "$tmp"

Generated from the source repository and skill path; it copies only this skill's folder. If the author's install steps above differ, follow those first. To scope it to one project, replace ~/.claude/skills with that project's .claude/skills.

How do you use this skill?

When an agent doesn't run, check in order: whether a task was created, whether the assignee is an agent or squad, whether the agent is archived, whether the runtime is online, whether the daemon heartbeat is recent, and whether the task was claimed. Use commands like multica agent get <agent-id> --output json, multica runtime list --output json, and multica repo checkout <repo-url>. For write operations (e.g., multica runtime update, multica runtime delete), confirm permissions and consider impact on active agents.

What are this skill's strengths and limitations?

Pros
  • Provides a clear diagnostic procedure and commands for quick troubleshooting.
  • Covers common runtime and repo management operations: update, delete, checkout.
  • Emphasizes safety, such as cascade handling for active agents on runtime deletion.
  • Open-source, freely usable and modifiable.
Limitations
  • Tied to the Multica platform; not applicable to other agent platforms.
  • Some commands (update/delete) require specific permissions; ordinary users may lack them.
  • The skill description does not include a full command reference; may need to consult source docs.
  • No explicit test coverage or cross-platform validation; behavior may differ on macOS/Windows/Linux.

How does this skill compare with similar options?

Side by side with related skills; every score comes from the same FSRS standard.

Skill FS score Stars Last updated License
Multica Runtimes and Repos this page 47 · Use with care ★ 52k 3d ago NOASSERTION
Multica Squad Operations 56 · Use with care ★ 52k 3d ago NOASSERTION
Multica Agent Creation Skill 52 · Use with care ★ 52k 3d ago NOASSERTION
ORCH — AI Agent Orchestrator 49 · Use with care ★ 170 2mo ago MIT
Multica Project & Resource Manager 51 · Use with care ★ 52k 3d ago NOASSERTION

How did FollowSkills review this skill?

FollowSkills review · FSRS-2.0
Use with care
47/ 100 5-point scale 2.4 / 5
The upstream repository has new commits since this review. The score still applies to the reviewed revision shown and may not cover the latest changes.
1Trust13 / 25 · 2.6/5

The skill has protections for delete operations: requires --cascade for cascading deletion and explicitly requires user confirmation or explicit parameter. Data flow is transparent: describes interaction with daemon and provides source map. However, the skill allows write operations like runtime update and delete, and is user-invocable without automatic confirmation; least privilege is not fully verified as skill does not clearly limit usage to minimal necessary. Deduct for permission control completeness.

2Reliability7 / 20 · 1.8/5

Skill documentation is internally consistent, commands and source map correspond. But no tests or error handling details for key paths; cannot execute validation. So reliability limited to 7 due to lack of test evidence.

3Adaptability10 / 15 · 3.3/5

Target scenario is clear: troubleshooting runtime and repo issues. Skill declares boundaries: should not restart daemons or check out arbitrary repos. Trigger is described (user-invocable with tool restriction). However, environment adaptation: depends on Multica services, may be network constrained, no Chinese support. Score 10 for clear scenario but limited evidence for boundaries and environment.

4Convention8 / 15 · 2.7/5

Documentation is well-structured with quick start, core model, CLI, debugging steps, and references. But missing installation notes, versioning, changelog, and maintenance responsibility in skill. License is in repository but not in skill. So governance incomplete, score 8.

5Effectiveness5 / 15 · 1.7/5

Skill describes how to diagnose runtime and repo issues with commands and order. But no evidence that outputs are directly usable or require rework; value claim unverified. Static review can't execute, so effectiveness capped at 7, but based on text, only 5 due to lack of examples or comparison.

6Verifiability4 / 10 · 2.0/5

Source map provided, but not independently verifiable. No tests or CI covering key paths of this skill. Score 4 for primary material only with thin coverage.

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Open a dimension to read why it scored that way

Reviewed Aug 07, 2026 Reviewed revision 3eff25401dba Review evidence[1][2][3][4][5][6][7][8][9][10]

Evidence confidence:Low — Mostly static review, author material or a limited demo; useful for discovery, not high-risk decisions.

See the full review method →

FAQ

Is this skill paid?
Multica is open-source and can be self-hosted for free; using Multica Cloud may involve costs. The skill itself is open-source.
Can I use this skill outside Multica?
No, it is specific to the Multica platform; commands and runtime model are Multica-specific.
Will this skill modify my system?
Yes, it includes write operations like `multica runtime update` and `multica runtime delete` that alter runtime state; use with caution.

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