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Agent Orchestration
Skill

/devin-cli

Delegate bounded coding tasks to the local Devin CLI over ACP from a supervising agent such as Claude Code or Codex. Use when the user asks to hand work to Devin, when an independent implementation, port, review, or investigation can run in parallel with your own work, or when

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scarletkc-agents
22512 skills
Install
$ npx -y skills add scarletkc/agents --skill devin-cli --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/devin-cli

Context preview

The summary Claude sees to decide when to auto-load this skill.

Delegate bounded coding tasks to the local Devin CLI over ACP from a supervising agent such as Claude Code or Codex. Use when the user asks to hand work to Devin, when an independent implementation, port, review, or investigation can run in parallel with your own work, or when

SKILL.md

devin-cli.SKILL.md
name: devin-cli
description: "Delegate bounded coding tasks to the local Devin CLI over ACP from a supervising agent such as Claude Code or Codex. Use when the user asks to hand work to Devin, when an independent implementation, port, review, or investigation can run in parallel with your own work, or when an earlier Devin session needs a follow-up. Includes a blocking run helper with single-use permission answers, a deny policy, progress summaries, and session resume."
license: Apache-2.0
metadata:
  author: scarletkc
  source: https://github.com/scarletkc/agents
  summary: "Hand bounded tasks to Devin CLI over ACP, keep its permissions single-use, watch progress, and resume the same session for follow-ups."

Devin CLI

Devin CLI is a separate coding agent on the same machine. `devin acp` speaks the Agent Client Protocol over stdio; the bundled helper [scripts/devin_acp.py](scripts/devin_acp.py) drives one turn, answers permission requests from a local policy, and records everything in a run directory. It uses only the Python standard library (3.10+). Resolve the script relative to this installed skill, not the project being worked on.

Devin must already be installed and signed in. Signing in opens a browser, so the user does it with `devin auth login`; the helper never authenticates and never changes Devin's configuration. If `devin` is missing, signed out, or out of quota, report that and the work that remains instead of quietly doing the task yourself.

Run a task

python <script> run --cwd <absolute-workspace> --prompt-file <brief.md> [--run-dir <dir>]
python <script> progress --run-dir <dir>
python <script> run --cwd <absolute-workspace> --resume <session_id> --prompt-file <follow-up.md>

`run` blocks until Devin ends its turn, so start it with your own background facility (a background shell command, `nohup ... &`, `Start-Process`) when you have other work. It prints JSON lines: `started` with the run directory, `session` with Devin's session ID, and `finished` with the summary. It exits 0 only when the turn ended normally. Each run gets its own owner-only run directory holding `final.md` (Devin's final message), `summary.json`, `events.jsonl`, and `devin.stderr.log`; `run` refuses a directory that already holds a run. The files contain the brief and Devin's output, so keep them out of shared or tracked locations. `--help` lists every flag; [references/protocol.md](references/protocol.md) covers the ACP details.

Write the brief

Devin sees none of your conversation. A brief that works on the first try states, in this order:

1. The goal and why it matters, in a paragraph. 2. The current state: what already exists, what is committed, where. 3. Files to read first, including the project's conventions. 4. The environment: absolute paths to interpreters and tools, environment variables, and the exact commands that build, test, and validate. 5. Scope: the files or modules this task owns, and what other workers own. 6. Rules: leave changes uncommitted; no branch, stash, reset, or push; the directories it must not touch. 7. Done means: commands that must pass and numbers that must hold (for example, the test count must not drop). 8. What the final message must contain: files changed, counts, every intentional deviation, and anything left unfinished.

Use a UTF-8 prompt file rather than shell-quoted text. Size each task so its "done" can be checked in one pass; split a large port into steps whose acceptance does not depend on work still in flight.

Isolate and integrate

  • Give every writing task its own git worktree, created from a commit that

contains what Devin needs. If the base has uncommitted work, copy it in (`git ls-files -m -o --exclude-standard` lists it; in Git Bash on Windows pass `--force-local` to `tar` so `C:` paths are not read as remote hosts).

  • Never let two writers edit the same files. Parallel tasks get explicit

ownership lists in their briefs, and a module both need is ported first, on its own.

  • Devin leaves its changes uncommitted. Review them, copy them into the

integration tree, and commit there. Files changed on both sides need a manual merge.

  • Restore or discard only named paths. `git checkout -- .` or

`git reset --hard` in a tree with other uncommitted work destroys it.

  • Remove the worktree and its branch after integrating.

Permissions

The helper answers each request with a single-use option: `allow_once` or `reject_once`. It never selects `allow_session`, `allow_always`, `allow_always_global`, or `switch_bypass`, because those persist in Devin's configuration or change the session's mode. By default it rejects git operations that rewrite history or switch branches and worktrees, publishing through `gh`, and edit, delete, or move requests whose target is outside `--cwd` or missing. Adjust with `--deny <regex>`, `--no-default-deny`, and `--allow-write-root <dir>`.

Shell commands are matched only against the deny patterns; a command can write anywhere, so no path check applies to it. For a task that must not change anything, pass `--read-only`: it rejects every edit, delete, move, and shell-command request and starts the session in `ask` mode (`plan` is also accepted).

The policy only sees what Devin asks about. In `accept-edits`, Devin's usual default, it applies workspace edits and runs read-only tools without asking. Pick the mode for the job with `--mode`: `ask` answers without editing, `plan` plans first, `smart` auto-approves more, and `bypass` approves everything. Use `bypass` only when the user explicitly authorizes it. None of this is an OS sandbox; isolation comes from the worktree.

`permissions_denied` in the summary lists what Devin tried outside the policy. Read it: a denial usually means the brief left a gap.

Model and effort

`--model` takes the names `devin models list` shows; many include the effort as a suffix (for example `-high`). Without it, Devin's configured default a

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Ships withscarletkc-agents

Shared standards and skills for AI coding agents: Claude Code, Codex CLI, and anything else that reads AGENTS.md or the SKILL.md format.

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