Automate time tracking workflows in Toggl Track -- create time entries, manage projects, clients, tags, and workspaces through natural language commands.
SkillScore63Maintained
Automatic
◆Project Management pack
Last verified 8/19/2026
What it changes
Passed 11 of 18 test cases with the skill, and 5 of 18 without it.
Without skill29%
With skill63%
Checks it passed that the model alone missed
The tool call omits the duration parameter.
The response uses TOGGL_GET_PROJECT_DETAILS.
The request sets page to 2 on TOGGL_GET_PROJECTS.
and 7 more in the full report
9 fixed6 passed either way8 still failing1 broke
Pass-rate lift
+33 pp
Tokens
+126%
Agent turns
0%
Response time
-47%
Model gemini-3.6-flashMeasured 8/19/2026v115 of 24 cases passed with skill · 18 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 9
Prompt
I want to create a client called 'Starlight Media' in workspace 121212 with notes 'Primary vendor for Q2'. What tool and parameters are used?
What was checked, without and with the skill
Checked
Without skill
With skill
The response uses TOGGL_CREATE_CLIENT with workspace_id 121212.
Missed
Passed
The parameter notes is supplied with the provided note text.
Passed
Passed
case-15 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md149 linessingle file
Toggl Automation
Automate your Toggl Track time tracking operations directly from Claude Code. Log time, manage projects and clients, organize with tags, and control workspaces -- all without leaving your terminal.