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gitlab-automation

Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.

Install with Tessl CLI

npx tessl i github:Lingjie-chen/MT5 --skill gitlab-automation
What are skills?

76

1.55x

Quality

72%

Does it follow best practices?

Impact

76%

1.55x

Average score across 3 eval scenarios

Optimize this skill with Tessl

npx tessl skill review --optimize ./.trae/skills/gitlab-automation/SKILL.md
SKILL.md
Review
Evals

Evaluation results

68%

48%

Issue Triage Label Migration

Issue label and assignee management

Criteria
Without context
With context

RUBE_SEARCH_TOOLS first

0%

0%

Connection setup

0%

25%

Incremental label add

0%

100%

Incremental label remove

0%

100%

Unassign using [0]

0%

100%

issue_iid for updates

100%

100%

Pagination handling

100%

100%

User ID resolution

0%

0%

No labels field replacement

0%

100%

Project lookup step

0%

0%

Without context: $0.5254 · 2m 41s · 28 turns · 33 in / 8,357 out tokens

With context: $0.5042 · 2m 11s · 22 turns · 274 in / 7,807 out tokens

77%

21%

Weekly Merge Request Report Generator

Merge request complete listing and filtering

Criteria
Without context
With context

RUBE_SEARCH_TOOLS first

0%

0%

Connection verification

0%

0%

Project verification step

62%

0%

scope set to all

0%

100%

state set to all

100%

100%

reviewer_username only

66%

100%

No author_id + author_username

100%

100%

Pagination implemented

75%

100%

Moderate per_page

66%

100%

No approved filter

100%

100%

Without context: $0.4734 · 2m 5s · 24 turns · 31 in / 6,675 out tokens

With context: $0.3405 · 1m 27s · 15 turns · 424 in / 5,012 out tokens

85%

14%

Automated Hotfix Branch Provisioner

Pipeline monitoring and branch creation

Criteria
Without context
With context

RUBE_SEARCH_TOOLS first

0%

0%

Connection setup

0%

0%

Project access verified

87%

100%

Pipeline status filter

100%

100%

Pipeline ref filter

100%

100%

Pipeline date filter

70%

100%

ISO 8601 date format

100%

100%

Branch existence check

91%

100%

Both name and path for create

100%

100%

Moderate per_page for pipelines

0%

100%

Numeric project ID preferred

100%

100%

Without context: $0.5215 · 2m 2s · 24 turns · 186 in / 6,852 out tokens

With context: $0.6112 · 2m 37s · 22 turns · 59 in / 9,747 out tokens

Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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