dev-pilot
Full autonomous pipeline orchestrator that loops over features.json and executes the complete development cycle for each feature: spec → plan → tasks →…
Skill by JimmyBlanquet
Install
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About
Use cases: testing, devops, data, productivity
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/dev-pilot
What's inside
- Skill name
dev-pilot- Description
- Full autonomous pipeline orchestrator that loops over features.json and executes the complete development cycle for each feature: spec → plan → tasks → implement → validate → deploy → smoke test. Use this when the user wants to run the autonomous development pipeline, process all pending features, execute the full dev cycle end-to-end, go from features.json to deployed features automatically, or automate the entire SDLC for a project. Also triggers on "dev pilot", "dev-pilot", "run the pipeline", "process all features", "autonomous mode", "full cycle", or "pipeline run". Manages feature lifecycle in features.json (todo → specifying → implementing → validating → staging → done) with escalation on failures. This does NOT implement individual features (use ralph-loop), run individual spec steps (use speckit-* skills), or manage infrastructure. It is the top-level orchestrator that chains all other tools together.
- License
- MIT
- Instructions
- 197 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
## User Input
```text
$ARGUMENTS
```
You **MUST** consider the user input before proceeding (if not empty).
## Overview
Dev-pilot is the **top-level orchestrator** for the Project-Forge autonomous pipeline. It reads `features.json`, processes each feature in priority order, and drives the entire cycle:
```
features.json → for each feature (by priority):
/speckit-feature → spec + plan + tasks + prd
tools/ralph → implementation (parallel stories)
tools/validate-feature → typecheck + lint + tests + build
tools/deploy-staging → push + Vercel preview
tools/smoke-test → verify routes
[HUMAN REVIEW] → approve + promote
features.json status=done
```
## Prerequisites
Before running, verify:
1. Project has `.speckit/features.json` with at least one feature `status=todo`
2. `tools/ralph`, `tools/validate-feature`, `tools/deploy-staging`, `tools/smoke-test` exist and are executable
3. Git repo is clean (no uncommitted changes)
4. Required CLIs available: `gh`, `vercel`, `claude` (check with `command -v`)
If prerequisites fail, report what's missing and stop.
## Step 1: Load and Sort Features
```bash
# Read features.json
cat .speckit/features.json
```
Sort features by:
1. Priority: P1 before P2 before P3
2. Within same priority: by ID (F01 before F02)
Filter to features with `status=todo` or `status=specifying` (resume interrupted work).
If no features to process, report "All features are done or in progress" and stop.
## Step 2: Process Each Feature
For each feature in priority order:
### 2a. Specification Phase
If feature status is `todo`:
- Run `/speckit-feature {feature-id}` (chains specify → plan → tasks → convert)
- This updates status to `implementing`
- **On failure**: Log error, skip feature, continue to next
### 2b. Implementation Phase
If feature status is `implementing`:
- Find the ralph session from features.json `prdSession`
- Run `tools/ralph --session {session-id} --auto-merge`
- **On failure** (3 retries exhausted on a story):
- Update features.json: `status=blocked`
- Log: "Feature {id} blocked: story {N} failed after 3 retries"
- Continue to next feature
### 2c. Validation Phase
After ralph completes:
- Run `tools/validate-feature`
- Update status to `validating`
- **On failure**:
- Log validation errors
- Keep status as `implementing` (don't advance)
- Continue to next feature
### 2d. Staging Phase
After validation passes:
- Run `tools/deploy-staging`
- Update status to `staging`
- Read the preview URL from `.staging-url`
- **On failure**:
- Log deployment error
- Keep status as `validating`
- Continue to next feature
### 2e. Smoke Test Phase
After deployment:
- Run `tools/smoke-test`
- **On failure**:
- Log failed routes
- Keep status as `staging` (deployed but not verified)
- Continue to next feature
### 2f. Human Review Gate
After smoke tests pass:
- Report: "Feature {id} ({name}) is ready for review"
- Print preview URL
- Print summary of changes (stories completed, files modified)
- **STOP and wait for human input**
The human can:
- `approve` → run `tools/promote-to-prod --auto-merge`, set status to `done`
- `skip` → leave in `staging`, move to next feature
- `reject` → set status to `implementing`, move to next feature
- `abort` → stop the entire pipeline
## Step 3: Report
After all features processed (or pipeline aborted):
```
Dev-Pilot Pipeline ReportFrom JimmyBlanquet/project-forge, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 2
- Last commit (this folder)
- May 10, 2026 (5 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/JimmyBlanquet/project-forge
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
dev-pilot skill. Agent Mart. https://agentmart.dev/skills/jimmyblanquet-dev-pilot (last updated 2026-10-24)