Back to skills
extension
Category: AI Agent CapabilitiesNo API key required

manage-schemas

Create, view, edit, delete, and validate note schemas for the MCP Task Orchestrator in .taskorchestrator/config.yaml — the templates that define which notes agents must fill at each workflow phase. Use when user says "create schema", "show schemas", "edit schema", "delete schema", "validate config", "what schemas exist", "add a note to schema", "remove note from schema", or "configure gates".

personAuthor: jakexiaohubgithub

Manage Schemas — Note Schema Lifecycle

Create, view, edit, delete, and validate note schemas in .taskorchestrator/config.yaml. Schemas define which notes agents must fill at each workflow phase before advancing items.


Step 1 — Determine Intent

Classify from $ARGUMENTS and conversation context before making any tool calls.

| Signal words | Action | |---|---| | "create", "build", "new", "add schema", "define", "set up" | CREATE | | "show", "view", "list", "what schemas", "display" | VIEW | | "edit", "modify", "change", "update", "add note to", "remove note from" | EDIT | | "delete", "remove schema", "drop" | DELETE | | "validate", "check", "verify", "lint" | VALIDATE |

If $ARGUMENTS contains both an action and a schema name (e.g., "view bug-fix"), extract both. If intent cannot be determined, ask via AskUserQuestion with options: Create, View / Validate, Edit, Delete.

Validate is grouped with View — both are read-only operations on the config file.


Step 2 — Config Bootstrap

Check if .taskorchestrator/config.yaml exists by reading it.

If the file does not exist:

  • For VIEW or VALIDATE: report "No schemas configured — .taskorchestrator/config.yaml does not exist." and stop.
  • For CREATE, EDIT, or DELETE: create the .taskorchestrator/ directory if missing, then create config.yaml with an empty note_schemas: key:
    note_schemas:
    

If the file exists: Read and parse it. Proceed to Step 3.


Step 3 — Route to Operation

CREATE — Build a New Schema

Interactive Q&A flow that gathers schema requirements, generates YAML, merges into config, and optionally creates a companion lifecycle skill.

For detailed workflow, see references/create-workflow.md in this skill folder.

VIEW — Display Existing Schemas

Read .taskorchestrator/config.yaml and display schemas in a summary table:

◆ Note Schemas — .taskorchestrator/config.yaml

| Schema Tag | Queue Notes | Work Notes | Review Notes | Total |
|---|---|---|---|---|
| feature-implementation | 2 (2 req) | 2 (2 req) | 1 (0 req) | 5 |
| bug-fix | 2 (2 req) | 2 (2 req) | — | 4 |

If the user specified a schema name, show that schema's full detail: each note with key, role, required, description, and guidance.

EDIT — Modify an Existing Schema

Read current config, display the target schema, ask what to change (add note, remove note, toggle required, change description/guidance, rename key), apply changes, write back.

If the target schema is not found in config.yaml, inform the user and offer to CREATE instead.

For detailed workflow, see references/edit-workflow.md in this skill folder.

DELETE — Remove a Schema

Read current config, confirm the schema name, warn about orphaned notes on existing items, remove the key, write back.

If the target schema is not found in config.yaml, inform the user and offer to CREATE instead.

For detailed workflow, see references/delete-workflow.md in this skill folder.

VALIDATE — Check Config Integrity

Run structural and semantic checks on the config file and report issues with fix suggestions.

For detailed workflow, see references/validate-workflow.md in this skill folder.


Step 4 — Report

For write operations (CREATE, EDIT, DELETE):

  • Show what changed in the config file
  • Remind: MCP reconnect required (/mcp) for schema changes to take effect — the server caches schemas on first access

For VIEW and VALIDATE: The output from Step 3 is the deliverable — no additional report needed.


Troubleshooting

expectedNotes is empty after creating an item with the schema tag

  • Cause: MCP server hasn't loaded the updated config file
  • Solution: Run /mcp in Claude Code to reconnect the server, then retry

Schema key doesn't match — item has no schema applied

  • Cause: The item's tags field doesn't contain a string matching any note_schemas key
  • Solution: Verify the item's tags with query_items(operation="get", id="<uuid>"). The first tag matching a schema key wins.

Duplicate schema key in config file

  • Cause: YAML allows duplicate keys but only the last one is used
  • Solution: Check for duplicate entries under note_schemas: and merge them

Changes not taking effect after editing config

  • Cause: The server caches schemas on first access — changes are not hot-reloaded
  • Solution: Run /mcp to reconnect the MCP server subprocess

Examples

Example 1: View all schemas

User says: "What schemas do I have?"

  1. Read .taskorchestrator/config.yaml
  2. Display summary table with note counts per phase
  3. Offer to show detail for any specific schema

Example 2: Add a required note to an existing schema

User says: "Add a test-plan note to the bug-fix schema"

  1. Read config, find bug-fix schema
  2. Ask: which phase (queue/work/review), required?, description, guidance
  3. Append the new note entry, write config back
  4. Remind: /mcp reconnect needed

Example 3: Validate config after manual editing

User says: "I edited the config by hand — check it"

  1. Read and parse config
  2. Run validation checks (syntax, structure, field rules, duplicates)
  3. Report issues or confirm "Config is valid — N schemas, M total notes"