Development Harness — Plugin Overview and Skill Router
SkillProductivityRoutes to the correct dh skill entry point by intent. Use when unsure which development-harness skill to invoke, starting a development workflow, or invoking /dh directly. Covers capture, groom, plan, execute, single task, quality gates, and milestone routing.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Development Harness — Plugin Overview and Skill Router skill
What this skill tells your AI
The instructions your AI receives, as published by jamie-bitflight/claude_skills in plugins/development-harness/skills/development-harness/SKILL.md and read by ahel’s review.
This skill routes to the correct entry point for the development lifecycle. Read it to decide which skill to invoke — not to execute work.
SAM Workflow Pipeline
/dh:add-new-feature ──> /dh:implement-feature ──> /dh:complete-implementation
(planning) (execution loop) (quality gates)
What This Plugin Provides
The development-harness plugin implements the structured development lifecycle for tracked backlog items. It spans capture through verified closure using a chain of skills backed by the configured backlog backend provider as the source of truth and ~/.dh/projects/{slug}/ as the local state directory. The repository's default configuration currently selects GitHub Issues.
Skills available: /dh:create-backlog-item, /dh:groom-backlog-item, /dh:work-backlog-item, /dh:add-new-feature, /dh:implement-feature, /dh:complete-implementation, /dh:gate-push, /dh:work-milestone
Plugin-level source copies exist at plugins/development-harness/skills/ for each skill.
Skill Router — "I want to do X"
flowchart TD
Start([What do you want to do?]) --> Q1{Intent?}
Q1 -->|Capture new work —<br>bug, feature idea, observation| Create["/dh:create-backlog-item<br>Modes: guided intake, quick title, --auto title<br>Writes to ~/.dh/projects/{slug}/backlog/"]
Q1 -->|Prepare an item for planning —<br>verify claims, map impact, estimate effort| Groom["/dh:groom-backlog-item {title|section|all}<br>RT-ICA + parallel swarm: fact-checker,<br>impact-analyst, rtica-assessor, classifier, groomer<br>Requires: item exists in backlog"]
Q1 -->|Plan AND execute a backlog item<br>end-to-end through closure| Work["/dh:work-backlog-item {title|#N|--auto}<br>Handles: auto-groom, RT-ICA gate, SAM planning,<br>GitHub sync, close, resolve<br>STOPS if item already has a Plan field"]
Q1 -->|Plan a feature — produce SAM artifacts<br>without executing| Plan["/dh:add-new-feature {feature description}<br>Phases: discovery → codebase analysis →<br>architecture spec → task decomposition →<br>validation → context manifest<br>Output: feature slug + P{id} task plan"]
Q1 -->|Execute an existing plan —<br>task plan already produced| Execute["/dh:implement-feature {plan path or slug}<br>Loops ready tasks, dispatches agents,<br>calls complete-implementation when all tasks COMPLETE"]
Q1 -->|Work a single specific task<br>inside an existing plan| Single["/dh:start-task {plan path} --task {task-id}<br>Used by implement-feature per-task dispatch —<br>invoke directly to target one task"]
Q1 -->|Run quality gates after<br>all tasks are COMPLETE| QG["/dh:complete-implementation {plan path|#N}<br>7-phase SAM path (with plan) or<br>3-phase proportional path (issue only):<br>multi-perspective review → code review →<br>verification → integration →<br>doc drift → doc update → context refinement"]
Q1 -->|Work a full milestone<br>in parallel isolated worktrees| Milestone["/dh:work-milestone<br>Wave-based parallel execution — each item<br>gets its own worktree. Use /dh:groom-milestone first."]
Lifecycle — Creation to Verified Closure
flowchart TD
Capture["/dh:create-backlog-item<br>Per-item file in ~/.dh/.../backlog/"] --> Groom
Groom["/dh:groom-backlog-item<br>RT-ICA + impact radius + fact-check<br>Item status: needs-grooming → groomed"] --> Work
Work["/dh:work-backlog-item<br>Auto-groom gate → RT-ICA gate →<br>SAM planning via /add-new-feature<br>Attaches plan to backlog item"] --> Execute
Execute["/dh:implement-feature<br>SAM dispatch loop — ready tasks →<br>agents → hooks update task status"] --> QG
QG["/dh:complete-implementation<br>7 quality gate phases → status:verified label<br>Fixes #N commit — issue closure"] --> Done(["Item resolved"])
Work -.->|item already has Plan field| Execute
Work -.->|close or resolve mode| Done
Key invariants:
/dh:work-backlog-itemstops immediately when the item already has aPlanfield — use/dh:implement-featureinstead/dh:work-backlog-itemstops at the RT-ICA gate when MISSING conditions remain unresolved- Task-level commits produced during
/dh:implement-featuremust NOT includeFixes #N— that trailer is reserved for the final commit in/dh:complete-implementation - The
status:verifiedlabel applied by/dh:complete-implementationis a prerequisite for/dh:work-backlog-item resolve
Quick Decision Reference
| Situation | Skill |
|---|---|
| Item does not exist yet | /dh:create-backlog-item |
| Item exists, not yet groomed | /dh:groom-backlog-item {title} |
| Item is groomed, no plan yet | /dh:work-backlog-item {title} |
| Item has a Plan field | /dh:implement-feature {plan path or slug} |
| Plan is executing, one task needs focus | /dh:start-task {plan} --task {id} |
| All tasks complete, run quality gates | /dh:complete-implementation {plan path} |
| Issue number, no plan | /dh:complete-implementation #{N} (proportional gates) |
| Groomed item, skip to planning directly | /dh:add-new-feature {description} then /dh:implement-feature |
| Full milestone in parallel worktrees | /dh:groom-milestone then /dh:work-milestone |
| Dismiss without completing | /dh:work-backlog-item close {title} |
| Mark completed with evidence | /dh:work-backlog-item resolve {title} |
Signals
- GitHub stars
- 66
- Forks
- 10
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
development-harness- Source
- github.com/jamie-bitflight/claude_skills