feature-implementation
Guides the full lifecycle of a feature-implementation tagged MCP item (the feature container) — from queue through review. Creates or resumes the feature container, fills gate-enforced notes at each phase (requirements, design, implementation-notes, test-results), dispatches implementation subagents, and advances through queue, work, and review to terminal. Use when the user says: implement a feature, start a new feature, feature workflow, resume feature work, guide feature lifecycle, or references a feature-implementation item UUID.
pinned to #c42244bupdated 2 weeks ago
Ask your AI client: “install skills/feature-implementation”.
Requires the metahub MCP server installed in your client. Set up MCP.
mh install skills/feature-implementationmetahub onboarded this repo on the author's behalf.
If you own github.com/jpicklyk/task-orchestrator on GitHub, claim the listing to take over publishing. Your claim preserves the existing eval history and badges; only the curator label is replaced with verified-publisher on your next publish.
Stars
196
Last commit
2 weeks ago
Latest release
published
- #ai-coding-assistant
- #ai-development
- #ai-harness
- #ai-memory
- #ai-tools
- #claude
- #claude-code
- #claude-desktop
- #context-persistence
- #developer-tools
- #harness-engineering
- #harness-framework
- #mcp
- #mcp-server
- #model-context-protocol
- #task-management
- #vibe-coding
- #workflow-automation
About this skill
Pulled from SKILL.md at publish time.
End-to-end workflow for a `feature-implementation` tagged item — the **feature container** that holds the specification, plan, and holistic review. Child work items under this container use the `feature-task` tag with lighter gates (task-scope instead of full specification, task-level review without `/simplify`).
Evaluation report
WarningsAutomated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.c42244b· 2 weeks ago
Kind-specific
31Skill: SKILL.md present
found at .claude/skills/feature-implementation/SKILL.md · frontmatter source: SKILL.md
Skill: body content present
819 words · 5,930 chars · 17 sections · 10 code blocks
Skill: triggers declaredwarn
No `trigger` phrases in SKILL.md frontmatter
Add `trigger:` lines so Claude knows when to activate this skill — e.g. `when building MCP servers` or `for diagram creation`.
Skill: allowed-tools scope
no allowed-tools restriction (Claude may use anything)
Release history
1- releasecurrentc42244bwarn2 weeks ago
Contents
End-to-end workflow for a feature-implementation tagged item — the feature container
that holds the specification, plan, and holistic review. Child work items under this
container use the feature-task tag with lighter gates (task-scope instead of full
specification, task-level review without /simplify).
Covers all three phases (queue → work → review) with gate-enforced notes at each transition.
Usage: /feature-implementation [item-uuid]
- If
item-uuidis provided: load the existing item and resume from its current phase - If omitted: create a new item and start from the beginning
Phase 0 — Setup
If an item UUID was provided, call:
get_context(itemId="<uuid>")
Check canAdvance and missingRequiredNotes to determine which phase the item is in,
then jump to the appropriate phase below.
If no UUID was provided, create the item:
manage_items(
operation="create",
items=[{ title: "<feature title>", tags: "feature-implementation", priority: "medium" }]
)
Note the returned UUID and expectedNotes list. Confirm the item is in queue role,
then continue to Phase 1.
Phase 1 — Queue: Define Requirements and Design
Goal: Fill the two required queue-phase notes before advancing to work.
1a. Fill requirements
Use manage_notes to upsert the requirements note:
manage_notes(
operation="upsert",
notes=[{
itemId: "<uuid>",
key: "requirements",
role: "queue",
body: "<content>"
}]
)
What to write: The problem this solves. Who benefits. 2–5 concrete acceptance criteria that define done. Reference any existing observations or bug items that motivated this feature.
1b. Fill design
manage_notes(
operation="upsert",
notes=[{
itemId: "<uuid>",
key: "design",
role: "queue",
body: "<content>"
}]
)
What to write: Chosen approach. Alternatives considered and why they were ruled out. Key risks or constraints (schema migrations, tight coupling areas, ORM quirks, test isolation issues). Reference specific files and classes that will be touched.
1c. Enter plan mode
After filling both notes, use EnterPlanMode to explore the codebase and produce a concrete
implementation plan. The pre-plan hook will inject additional guidance.
When the plan is approved, post-plan hook fires — proceed directly to Phase 2 without pausing.
1d. Advance to work
advance_item(transitions=[{ itemId: "<uuid>", trigger: "start" }])
Gate check: both requirements and design must be filled. If gate rejects, fill the missing
notes and retry.
Confirm newRole: "work" in the response before dispatching implementation subagents.
Phase 2 — Work: Implement and Document
Goal: Delegate implementation, then fill work-phase notes before advancing to review.
2a. Materialize any child items
If the feature has sub-tasks, create them now using create_work_tree with the feature UUID
as parentId. Dispatch implementation subagents with each child item UUID.
Each subagent must:
- Call
advance_item(trigger="start")on their item to enter work phase - Fill work-phase notes following the JIT progression loop (the subagent-start hook
provides guidance via
guidancePointerandskillPointer) - Return to the orchestrator — do NOT call
advance_itemagain. The orchestrator handles all further transitions.
2b. Fill implementation-notes
After implementation agents return:
manage_notes(
operation="upsert",
notes=[{
itemId: "<uuid>",
key: "implementation-notes",
role: "work",
body: "<content>"
}]
)
What to write: Key decisions made during implementation. Deviations from the design note. Any surprises (wrong class names, API differences, test isolation issues). Files changed with line counts. If an observation was fixed, reference its item ID.
2c. Fill test-results
manage_notes(
operation="upsert",
notes=[{
itemId: "<uuid>",
key: "test-results",
role: "work",
body: "<content>"
}]
)
What to write: Run ./gradlew :current:test. Report total count and any failures.
List new test classes or cases added. If root-module tests were affected, report those too.
2d. Advance to review
advance_item(transitions=[{ itemId: "<uuid>", trigger: "start" }])
Gate check: both implementation-notes and test-results must be filled.
Confirm newRole: "review" in the response.
Phase 3 — Review: Deploy and Verify
Goal: Deploy, verify in the running MCP server, then close the item.
3a. Deploy to Docker (if needed)
Run /deploy_to_docker --current to rebuild the image with the new code.
Reconnect MCP after deploy: /mcp.
3b. Smoke test the change
Exercise the new capability via MCP tool calls. Confirm it behaves as described in the
requirements note acceptance criteria.
3c. Fill deploy-notes (optional)
manage_notes(
operation="upsert",
notes=[{
itemId: "<uuid>",
key: "deploy-notes",
role: "review",
body: "<content>"
}]
)
What to write: Whether a Docker rebuild was done and what image tag was used. Plugin version bump (if any). MCP reconnect required. Any smoke test results.
3d. Close the item
advance_item(transitions=[{ itemId: "<uuid>", trigger: "start", summary: "<one-line summary>" }])
Confirm newRole: "terminal". Run get_context() health check to verify no stalled items.
Quick Reference
| Phase | Required notes | Advance trigger |
|---|---|---|
| queue | requirements, design | start → work |
| work | implementation-notes, test-results | start → review |
| review | (none required) | start → terminal |
Gate error pattern: "required notes not filled for <phase> phase: <keys>"
→ Fill the listed notes, then retry advance_item.
Reviews
No reviews yet. Be the first.
Related
Frontend Slides
Create beautiful slides on the web using Claude's frontend skills
Gpt Researcher
An autonomous agent that conducts deep research on any data using any LLM providers
orchestration-patterns
>
mh install skills/feature-implementation