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agentscope-ai/AgentTeams/manager/agent/skills-alpha/worker-skills/coding-cli/SKILL.md

coding-cli

Use it for engineering and operations tasks; the detail page covers purpose, installation, and practical steps.

Source repository stars
5,317
Declared platforms
2
Static risk flags
2
Last source update
2026-08-06
Source checked
2026-08-06

Decision brief

What it does—and where it fits

When the Manager assigns you a task with a " Coding CLI Mode" section in spec.md, you do not write the code yourself. Instead, you:

Best for

  • Check spec.md for the task. If it contains Coding CLI Mode, use this skill for all code changes.

Not for

  • Tasks that require unconfirmed production actions or broad system permissions.
  • Environments where the pinned source and install steps cannot be inspected.

Compatibility matrix

Platform support, with evidence labels

PlatformStatusEvidenceWhat to check
CodexNot declaredNo explicit evidencePortability before use
Claude CodeDeclaredSource recordInstall path and trigger
CursorNot declaredNo explicit evidencePortability before use
Gemini CLIDeclaredSource recordInstall path and trigger
Open the compatibility checker

Installation

Inspect first. Install second.

The source command is displayed only when detected. A safe inspection prompt is always available so your agent can explain every action before execution.

Source-detected install commandSource
npx skills add https://github.com/agentscope-ai/AgentTeams --skill "manager/agent/skills-alpha/worker-skills/coding-cli"
Safe inspection promptEditorial

Inspect the Agent Skill "coding-cli" from https://github.com/agentscope-ai/AgentTeams/blob/062f1c8d7edd54ceaa2141862dd98a75c36c6980/manager/agent/skills-alpha/worker-skills/coding-cli/SKILL.md at commit 062f1c8d7edd54ceaa2141862dd98a75c36c6980. List every install step, command, network request, credential, file read/write, external action, and rollback step. Explain whether it fits my task. Do not install or execute anything until I approve.

Workflow

What the source asks the agent to do

  1. 01

    Step-by-Step Workflow

    Set up the workspace directory under the shared filesystem:

    Set up the workspace directory under the shared filesystem:bash workspace="/root/agentteams-fs/shared/tasks/{task-id}/workspace" mkdir -p "$workspace"
  2. 02

    Review what changed

    cd /root/agentteams-fs/shared/tasks/{task-id}/workspace git diff if it's a git repo

    cd /root/agentteams-fs/shared/tasks/{task-id}/workspace git diff if it's a git repo
  3. 03

    When to Use This Skill

    Check spec.md for the task. If it contains Coding CLI Mode, use this skill for all code changes.

    Check spec.md for the task. If it contains Coding CLI Mode, use this skill for all code changes.
  4. 04

    1. Prepare the Workspace

    Set up the workspace directory under the shared filesystem:

    Set up the workspace directory under the shared filesystem:bash workspace="/root/agentteams-fs/shared/tasks/{task-id}/workspace" mkdir -p "$workspace"
  5. 05

    Clone a repo (example)

    Review the “Clone a repo (example)” section in the pinned source before continuing.

    Review and apply the “Clone a repo (example)” source section.

Permission review

Static risk signals and limitations

Runs scripts

medium · line 31

The documentation asks the agent to run terminal commands or scripts.

git clone <repo-url> "$workspace"

Runs scripts

medium · line 114

The documentation asks the agent to run terminal commands or scripts.

The Manager will run the CLI tool and respond with either:

Writes files

medium · line 172

The documentation asks the agent to create, modify, or delete local files.

**Limit scope**: tell the CLI "only modify file X, do not change tests or other files"

Evidence record

Why each signal appears

EvidenceSourceComputedTestedEditorial
SignalValueEvidence typeMeaning
Quality score88/100ComputedDocumentation, specificity, maintenance, and trust rules
Repository stars5,317SourceRepository attention, not individual Skill quality
Compatibility2 platformsSourceDeclared in the catalog source record
Usage guideautomated source guideEditorialGenerated or reviewed according to the visible evidence level

Pinned source

Provenance and original SKILL.md

Repository
agentscope-ai/AgentTeams
Skill path
manager/agent/skills-alpha/worker-skills/coding-cli/SKILL.md
Commit
062f1c8d7edd54ceaa2141862dd98a75c36c6980
License
Apache-2.0
Collected
2026-08-06
Default branch
main
View the original SKILL.md

Coding CLI Delegation

When the Manager assigns you a task with a "## Coding CLI Mode" section in spec.md, you do not write the code yourself. Instead, you:

  1. Understand the task deeply
  2. Prepare the workspace
  3. Generate a precise coding prompt
  4. Delegate execution to the Manager's CLI tool
  5. Review the result

When to Use This Skill

Check spec.md for the task. If it contains ## Coding CLI Mode, use this skill for all code changes.


Step-by-Step Workflow

1. Prepare the Workspace

Set up the workspace directory under the shared filesystem:

workspace="/root/agentteams-fs/shared/tasks/{task-id}/workspace"
mkdir -p "$workspace"

# Clone a repo (example)
git clone <repo-url> "$workspace"

# Or copy existing code
cp -r /path/to/source "$workspace/"

Constraint: The workspace path must be under /root/agentteams-fs/. The Manager accesses the same path via MinIO mirror.

2. Push Workspace to MinIO

Before sending the coding-request, push all workspace files so the Manager can access them:

mc mirror "/root/agentteams-fs/shared/tasks/{task-id}/workspace/" \
  ${AGENTTEAMS_STORAGE_PREFIX}/shared/tasks/{task-id}/workspace/

2b. Check for Processing Marker

Before modifying the workspace or sending a coding-request, check if the task directory is being processed:

# Sync latest state from MinIO
mc mirror "${AGENTTEAMS_STORAGE_PREFIX}/shared/tasks/{task-id}/" \
  "/root/agentteams-fs/shared/tasks/{task-id}/"

# Check for processing marker
if [ -f "/root/agentteams-fs/shared/tasks/{task-id}/.processing" ]; then
    echo "Task directory is being processed. Wait for manager to complete."
    # Do NOT send coding-request yet; wait and retry
fi

If a .processing marker exists, wait for the Manager to complete their operation before sending your request.

3. Generate a High-Quality Prompt

A good prompt includes:

  • Target files: exact paths and relevant line numbers
  • Specific changes: describe what to change, not just why
  • Context: existing code structure, dependencies, interfaces
  • Acceptance criteria: how to verify the change is correct
  • Constraints: languages, frameworks, style conventions, things NOT to change

Example of a good prompt:

In the file `src/server/handlers/auth.go`, implement the `RefreshToken` function (currently a stub at line 142).

Requirements:
- Validate the incoming refresh_token from the request body (field name: "refresh_token")
- Look up the token in the database using `db.FindRefreshToken(ctx, token)` (already imported)
- If valid, generate a new access token with `auth.GenerateAccessToken(userID)` and return it as JSON: {"access_token": "<token>", "expires_in": 3600}
- If invalid or expired, return HTTP 401 with body: {"error": "invalid_refresh_token"}
- Follow the existing error handling pattern used in `LoginHandler` (line 89)

Do not change any other files.

Signs of a weak prompt (avoid):

  • "Fix the auth system" (too vague)
  • "Improve performance" (no specific target)
  • "Add tests" (no specification of what to test or where)

4. Send coding-request: to Manager

Send in your Worker Room (or Project Room, wherever the task was assigned):

@manager:DOMAIN task-{task-id} coding-request:
workspace: /root/agentteams-fs/shared/tasks/{task-id}/workspace
---PROMPT---
{your detailed coding prompt here}
---END---

Note: workspace can be any subdirectory under /root/agentteams-fs/, e.g. a cloned git repo:

workspace: /root/agentteams-fs/shared/tasks/{task-id}/workspace/my-repo

5. Wait for Manager's Response

The Manager will run the CLI tool and respond with either:

Successcoding-result:

@{your-name}:DOMAIN task-{task-id} coding-result:
CLI 工具已完成编码。请同步工作目录并 review 变更...

Failurecoding-failed:

@{your-name}:DOMAIN task-{task-id} coding-failed:
CLI 工具执行失败...你生成的提示词已保存于:/root/agentteams-fs/shared/tasks/{task-id}/coding-prompts/

6a. On coding-result:

# Sync changes from MinIO
agentteams-sync

# Review what changed
cd /root/agentteams-fs/shared/tasks/{task-id}/workspace
git diff  # if it's a git repo
# or: check coding-cli-logs/ for CLI output

Review the changes:

  • Verify they match the task requirements
  • Check for obvious errors or unintended modifications
  • Run tests if applicable

Report to Manager:

@manager:DOMAIN task-{task-id} completed:
Changes reviewed and verified. {Brief summary of what was implemented.}

6b. On coding-failed:

Implement the coding task yourself using your normal approach. When done, report:

@manager:DOMAIN task-{task-id} completed:
Implemented manually (CLI delegation failed). {Brief summary.}

Multiple Rounds

If one CLI delegation doesn't fully complete the task (e.g., the first run fixed the bug but tests still fail), you can send another coding-request: with a follow-up prompt. Sync the workspace first to get the latest state before generating the next prompt.


Tips for Better Prompts

  • Be surgical: "change line 47 from X to Y" beats "fix the login function"
  • Provide imports: if the change requires new imports, specify them
  • Show the pattern: reference existing code in the same file as the style guide
  • Limit scope: tell the CLI "only modify file X, do not change tests or other files"
  • Verify command: include how to check correctness, e.g. "run go test ./... to verify"

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