Devex review
Audit the developer experience of your project — setup friction, onboarding clarity, local dev loop speed, tooling consistency, and documentation gaps. Produces a DX scorecard and prioritized improvement list. Inspired by gstack's devex-review skill.From its SKILL.md
npx -y skills add manastalukdar/ai-devstudio --skill devex-reviewAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
6.2 KB, ~1.6k tokens by cl100k_base, as published. Nobody here has run it
DevEx Review
I'll audit your project's developer experience end-to-end: setup friction, onboarding, local dev loop, tooling consistency, documentation gaps. You get a scored DX report and a ranked list of quick wins. Inspired by gstack's devex-review skill.
Token Optimization
Expected range: 400–1,000 tokens (full audit), 50 tokens (no project structure found)
Patterns used: Bash for file discovery, Grep-before-Read, progressive disclosure (scores → details on request)
Early exit: If no package.json, Makefile, pyproject.toml, or similar project manifest is found, report "No project manifest found — cannot audit DX" and stop.
Step 1 — Discover Project Structure
# Detect project type and manifest files
ls -la package.json pyproject.toml Cargo.toml go.mod Makefile Dockerfile \
README.md CONTRIBUTING.md .env.example .envrc 2>/dev/null
# Check for common dev tooling
ls -la .github/workflows/ .circleci/ .gitlab-ci.yml \
.editorconfig .prettierrc .eslintrc* .flake8 2>/dev/null
# Check dev setup scripts
ls -la scripts/ bin/ Makefile 2>/dev/null | head -20
# Local dev loop — what commands exist?
if [ -f package.json ]; then
node -e "const p=require('./package.json'); console.log(JSON.stringify(Object.keys(p.scripts||{})))" 2>/dev/null
fi
if [ -f Makefile ]; then
grep "^[a-zA-Z].*:" Makefile | head -20
fi
Step 2 — Evaluate Eight DX Dimensions
Score each dimension 1–5 (5 = excellent, 1 = painful).
D1 — First-Run Setup (weight: high)
- Is there a
README.mdwith setup steps? (no README → 1) - Does
READMEhave a "Getting Started" or "Quick Start" section? - Are prerequisites listed (Node version, Python version, etc.)?
- Is there a setup script (
make setup,npm run bootstrap, etc.)? - Does
.env.exampleexist with all required variables documented?
Score signals: README + setup script + .env.example = 5; bare README only = 2; nothing = 1
D2 — Local Dev Loop Speed (weight: high)
- Is there a
dev/start/watchcommand with hot reload? - Is the build incremental (webpack HMR, vite, turbowatch, etc.)?
- Are there known slow steps (full rebuild on every change)?
- Is there a documented way to run a single test file?
D3 — Onboarding Documentation (weight: medium)
- Is there a
CONTRIBUTING.md? - Are architecture decisions documented (
docs/,ADRs/, comments in key files)? - Is the project purpose stated clearly in the first 100 words of README?
- Are external dependencies explained (why Redis? why Postgres vs SQLite?)?
D4 — Test Feedback Loop (weight: medium)
- Is there a test runner configured (
npm test,pytest,cargo test)? - Can tests be run in watch mode?
- Is test output human-readable (not just exit codes)?
- Is coverage reported?
D5 — Tooling Consistency (weight: medium)
- Is there a formatter configured (Prettier, Black, rustfmt)?
- Is there a linter configured (ESLint, flake8, clippy)?
- Are these run in CI (
.github/workflows/)? - Is there an
.editorconfigfor editor-agnostic style?
D6 — Environment Reproducibility (weight: medium)
- Is there a lockfile (
package-lock.json,poetry.lock,Cargo.lock)? - Is there a
.nvmrc,.python-version, orrust-toolchain.toml? - Is there a
Dockerfileordocker-compose.ymlfor consistent env? - Are environment-specific configs separated from code?
D7 — Error Clarity (weight: low)
- Do setup failures produce helpful error messages?
- Are common setup errors documented in README/CONTRIBUTING?
- Is there a
make doctoror similar diagnostics command?
D8 — Dependency Freshness (weight: low)
# Check for stale lockfiles or missing updates
if [ -f package.json ]; then
npm outdated 2>/dev/null | head -10 || echo "(npm not available)"
fi
Step 3 — Produce DX Scorecard
DX Review — <project-name> — <date>
Dimension Score Weight Weighted
─────────────────────────────────────────────────────
D1 First-Run Setup 4/5 high 8/10
D2 Local Dev Loop Speed 3/5 high 6/10
D3 Onboarding Documentation 2/5 medium 4/8
D4 Test Feedback Loop 4/5 medium 6/8 (not configured)
D5 Tooling Consistency 5/5 medium 6/8
D6 Environment Reproducibility 3/5 medium 4/8
D7 Error Clarity 2/5 low 2/4
D8 Dependency Freshness 4/5 low 3/4
─────────────────────────────────────────────────────
Overall DX Score: 72/100 (Good — room for improvement)
DX Grade:
- 90–100: Excellent — world-class DX
- 75–89: Good — minor friction points
- 60–74: Adequate — noticeable pain for new contributors
- Below 60: Needs work — onboarding is a barrier
Step 4 — Quick Win Recommendations
Rank by (impact × effort⁻¹):
Quick Wins (high impact, low effort):
1. Add .env.example with all variables documented [D1 +1 point, ~15 min]
2. Add "Getting Started in 5 minutes" to README [D3 +1 point, ~30 min]
3. Add `make doctor` to check prerequisites [D7 +2 points, ~1 hour]
Bigger Wins (high impact, higher effort):
4. Configure Prettier + ESLint with pre-commit hook [D5 +2 points, ~2 hours]
5. Add watch mode to test runner [D4 +1 point, ~1 hour]
Low Priority:
6. Pin Node version in .nvmrc [D6 +0.5 points, ~5 min]
Edge Cases
- Monorepo: audit each package's DX separately if they diverge significantly; flag inconsistencies
- Internal tool: weight D3 (docs) lower if there's only one consumer team
- Open source project: weight D1 and D3 higher (contributor onboarding is critical)
- Greenfield: some dimensions may be N/A; exclude from score rather than penalizing
- CI not present: note it as a gap but don't fail the audit
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.