devex-review
Use when auditing a live or implemented developer experience for APIs, CLIs, SDKs, MCP servers, plugins, integration guides, getting-started docs, or…
Skill by cogine-ai
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/cogine-ai-devex-review
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: agent-building
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/devex-review
What's inside
- Skill name
devex-review- Description
- Use when auditing a live or implemented developer experience for APIs, CLIs, SDKs, MCP servers, plugins, integration guides, getting-started docs, or developer onboarding flows.
- License
- Apache-2.0
- Instructions
- 110 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- openai.yaml · agents/
SKILL.md (first lines)
# DevEx Review Use this skill to test the implemented developer experience from the perspective of a new developer. This is a live audit, not a plan review. ## Core Rule Measure actual friction. Prefer running the quickstart, CLI help, examples, API requests, docs navigation, and error paths over judging intent from prose. ## Scope Use this for developer-facing products: - API onboarding and reference docs. - CLI install, help text, commands, flags, and errors. - SDK install/import/example flows. - MCP servers, plugins, agent skills, templates, or integration guides. - "Try the onboarding", "test the DX", "measure time to hello world", or "audit developer docs" requests. Do not use this for end-user web UX, landing-page copy alone, or implementation-plan review before anything exists. Use `plan-devex-review` for plan-stage API/CLI/docs design. ## Workflow 1. Define the developer persona. - First-time evaluator, integrating engineer, internal maintainer, API customer, plugin author, or open-source contributor. 2. Measure TTHW. - TTHW means time to a credible first successful result. - Count steps, commands, accounts, tokens, config files, and decision points. - Note where a real developer would abandon. 3. Test the core path. - Install or setup. - Authentication or configuration. - Minimal example. - First useful output. - Next likely task after success. 4. Test failure paths. - Missing credential. - Invalid input. - Network/provider failure. - Permission error. - Version mismatch. - Rate limit or quota issue if relevant. 5. Score the experience. - TTHW. - Setup clarity. - Error quality. - Example correctness. - API/CLI surface coherence. - Troubleshooting path. - Trust and production readiness. ## Scorecard | Dimension | Score | Evidence | |---|---:|---| | Time to hello world | 0-10 | | | Setup clarity | 0-10 | | | Error quality | 0-10 | | | Examples and docs | 0-10 | | | API/CLI coherence | 0-10 | | | Troubleshooting | 0-10 | | | Production trust | 0-10 | | ## Report Contract ```markdown ## Developer Experience Review ### Target Product: Surface: API / CLI / SDK / docs / MCP / plugin / template Persona: ### Summary Overall score: __/10 TTHW measured: Status: Ready / Usable with friction / Not ready ### Journey Tested - <journey> ### Findings #### DX-001: <title> Severity: Evidence: Developer impact: Recommended fix: ### Scorecard <table> ### Not Tested - <area> ### Recommended Next Step - <next step> ``` ## Quality Bar - Distinguish tested behavior from inferred judgment. - Include exact commands, URLs, docs pages, or error text when available. - Do not optimize for aesthetic docs alone; measure whether a developer can succeed. - Call out boomerang gaps: where the intended plan says "easy" but the actual path is longer or unclear.
From cogine-ai/cogine-dev-skillset, Apache-2.0.
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Signals
- Stars
- 3
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Jun 25, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/cogine-ai/cogine-dev-skillset
- Website
- cogine.ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
devex-review skill. Agent Mart. https://agentmart.dev/skills/cogine-ai-devex-review (last updated 2026-10-24)