Agent skill
work
Use when the user asks to create, update, list, or manage work items, goals, notes, guides, or references in a Treasure Studio workspace. Triggers on "create a task", "add a work item", "move to done", "show my tasks", "goal progress", "create a note", "what's next", or any workspace document management. Also use when operating on files in goals/, items/, guides/, notes/, or references/ folders.
Install this agent skill to your Project
npx add-skill https://github.com/treasure-data/td-skills/tree/main/studio-skills/work
SKILL.md
Work Basic
Manage workspace documents (items, goals, notes, guides, references) using file operations. All state lives in markdown files with YAML frontmatter.
Workspace Location
Workspaces are stored under ~/tdx/work/:
- Local workspaces:
~/tdx/work/local/{name}/(default workspace:~/tdx/work/local/default/) - GitHub workspaces:
~/tdx/work/github/{owner}/{repo}/
Each workspace root contains a tdx.json config file. The current working directory is typically set to the active workspace.
Folder Structure
| Folder | Kind | Filename Pattern |
|---|---|---|
goals/ |
goal | {slug}.md (no date prefix) |
items/ |
item | YYYY-MM-DD-{slug}.md |
schedules/ |
schedule | {task-name}/ (subdirectory with TASK.md + schedule.yaml) |
guides/ |
guide | YYYY-MM-DD-{slug}.md |
notes/ |
note | YYYY-MM-DD-{slug}.md |
notes/weekly/ |
weekly note | YYYY-WNN.md |
references/ |
reference | YYYY-MM-DD-{slug}.md |
Frontmatter
Every document has YAML frontmatter:
---
title: My Work Item
status: todo # items/goals: backlog|todo|planning|design_review|in_progress|review|done|void
# guides: proposed|accepted|deprecated|superseded
tags: [feature, auth]
priority: medium # critical|high|medium|low (items/goals only)
assignee: Name # items/goals only
due: 2026-04-01 # items/goals only
github: owner/repo#123 # link to GitHub issue or PR (items/goals only)
jira: atlassian-org/PROJ-456 # link to Jira ticket (items/goals only)
created: 2026-03-23
updated: 2026-03-23
---
Guides also support description: — a one-line summary shown in the guide index and injected into agent context for accepted guides.
Notes and references only need title, tags, created. References add source: URL.
Slug Rules
Slugify the title: lowercase, replace non-alphanumeric with hyphens, trim edges, max 60 chars.
- "Fix Login Bug" →
fix-login-bug - "2026-03-23-fix-login-bug.md" for items, "fix-login-bug.md" for goals
Core Operations
Create a Document
- Slugify the title
- Write to the correct folder with proper filename pattern
- Include frontmatter with
title,created(today),status(default:todofor items,proposedfor guides)
Item example:
---
title: Fix Login Bug
status: todo
tags: [bug, auth]
priority: high
created: 2026-03-23
---
Login fails when password contains special characters.
→ Write to items/2026-03-23-fix-login-bug.md
Goal example:
---
title: Auth Redesign
status: todo
tags: [q2, security]
created: 2026-03-23
---
Redesign the authentication system.
## Linked Items
- [[fix-login-bug|Fix Login Bug]]
→ Write to goals/auth-redesign.md
Link Items to Goals
Use wiki-links for bidirectional linking:
- In the goal body, add
- [[item-slug|Display Title]] - In the item body, add
Part of [[goal-slug]].
Wiki-link format: [[slug]] or [[slug|Display Text]]
Move Status
Read the file, update the status field in frontmatter, set updated to today.
List Documents
Use Glob to find files, Read to inspect frontmatter:
- All items:
Glob("items/*.md") - All goals:
Glob("goals/*.md") - By status: Grep for
status: in_progressin the target folder
Search Knowledge
Use Grep to search across notes, guides, and references:
- By content:
Grep(pattern, path: "notes/")or across all knowledge folders - By tag:
Grep("tags:.*keyword", glob: "{notes,guides,references}/**/*.md")
Goal Progress
- Read the goal file
- Parse wiki-links from the body:
[[slug]]or[[slug|Display Text]] - For each linked slug, find the matching item file (Glob for
items/*{slug}.md) - Read each item's
statusfield - Calculate: done count / total, percentage, list in-progress items
What's Next
Find the first linked item in a goal that isn't done or void.
Wiki-Link Resolution
When resolving [[slug]]:
- Try exact filename match:
Glob("{goals,items,guides,notes,references}/{slug}.md")orGlob("{goals,items,guides,notes,references}/*-{slug}.md") - Priority: goals > items > guides > notes > references
For backlinks (who links to this document): Grep("\\[\\[{slug}", glob: "**/*.md")
Git Conventions
When committing workspace changes, use this message format:
- Status changes:
work: move "Title" old_status → new_status - New documents:
work: create "Title" - Updates:
work: update "Title"
Sub-item Wiki-links
When an item has sub-tasks, use [[wiki-link]] in checklists — even if the target page doesn't exist yet:
- [ ] [[2026-03-26-add-auth-refresh]] — Token refresh logic
- [ ] [[2026-03-26-update-api-docs]] — Update REST docs
- [x] [[2026-03-26-fix-session-expiry]] — Session timeout fix
When starting work on a sub-task, create the actual .md file in items/ so it becomes a trackable item with its own status and links.
External Tracker Links
Frontmatter fields (field name provides the type):
jira: <atlassian-org>/<TICKET-ID> # e.g., acme-corp/PROJ-1234
github: <owner>/<repo>#<number> # e.g., acme-corp/my-app#456
Inline references in markdown body (prefix with jira: or github:):
- [x] Auth token refresh — jira:acme-corp/PROJ-1234
- [ ] Update API docs — github:acme-corp/my-app#789
Knowledge Loop
- Before work — search guides for relevant conventions:
Grep(pattern, path: "guides/") - During work — capture learnings as notes
- After work — check if insights should become guides (proposed → accepted)
- Accepted guides are auto-injected into future sessions — promote guides when patterns are validated
- Before creating — search existing docs to avoid duplicates
Schedule Tasks
Workspace schedules live in schedules/{task-name}/ with TASK.md + schedule.yaml.
Built-in schedules (weekly-review, synthesize-knowledge, stale-item-cleanup) are auto-created.
To create a new workspace schedule:
- Write
schedules/{task-name}/TASK.mdandschedules/{task-name}/schedule.yaml - Run
schedule_reloadto register the task - Use
schedule_runto test, thenschedule_enableto activate
Workspace-only schedule.yaml fields:
goal: {slug}— scope to a goal's linked itemsskill: {name}— invoke a workspace skill (different fromskillswhich lists capability packs)output.note: true— auto-create a Note from resultsoutput.note_tags: [tag1, tag2]— tags added to the auto-created Note
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