feature-dev
Skill180 starsChanged 9 days agoApache-2.0View on GitHub
Guided feature development with codebase understanding and architecture focus. Use when implementing a non-trivial feature that benefits from structured discovery, exploration, architecture comparison, implementation, and review.
21 other projects use a version of this.
Adopted by
Most recently taken up by
- euxx/claude-skills-for-copilottheir own version, first seen Nov 8, 2026
- bhoon716/skill-forgetheir own version, first seen Nov 2, 2026
- z2014/skillstheir own version, first seen Nov 1, 2026
- maxg-agency/claude-code-setuptheir own version, first seen Oct 15, 2026
- waybarrios/opencode-power-packtheir own version, first seen Oct 13, 2026
- sd0xdev/sd0x-dev-flowtheir own version, first seen Oct 8, 2026
Used with
Projects with it also use code-review.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
GoogleSkillcode-review
Adversarial systems, concurrency, memory-model, and architecture code review protocol. Use this skill whenever asked to review code, PRs, diffs, or branches in Filament.
Also in 6 projects that use this
Other versions21 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 21
- Ohh-889/skyroc-admin★ 795same name
- LedgerHQ/ledger-live★ 627same name
- waybarrios/opencode-power-pack★ 547same name
- notedit/happy-skills★ 340same name
- notedit/happy-coding-agent★ 339same name
- sd0xdev/sd0x-dev-flow★ 192same name
- sd0xdev/sd0x-harness★ 192same name
- bhoon716/skill-forge★ 4same name
- euxx/claude-skills-for-copilot★ 4same name
- neronain/ClaudeSkills-Neronain★ 3same name
11 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository2 other files it gives its agents.
- AGENTS.mdAGENTS.md
- codereview-familySkill
The file
We split this skill into the rules it gives an agent
12 rules. 0 are common, 9 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 17 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 6
Use this skill to coordinate non-trivial feature work from discovery through implementation, review, validation, and summary.
- Distinctive: line 11
Before running this workflow, read:
- Distinctive: line 15
Use the sub-skills in this directory only when their phase applies:
- Distinctive: line 30
Ask concrete clarifying questions when behavior, scope, compatibility, or integration points are underspecified.
- Distinctive: line 32
Read files surfaced by exploration or design passes before making architectural claims.
- Distinctive: line 34
Prefer simple, maintainable designs grounded in repository patterns.
- Very specific: line 54
Use code-explorer for broad or unfamiliar areas before designing.
- Very specific: line 55
Use code-architect when multiple credible architecture choices exist.
- Very specific: line 56
Use code-reviewer for non-trivial implementation review or explicit review loops.
- Distinctive: line 58
Default to at most one active delegated reviewer per review round.
- Distinctive: line 64
Use parallel reviewers within one round only when the user explicitly requests them or a concrete high-risk scope justifies independent …
- Distinctive: line 66
After delegated review, the main agent still owns consolidation, validation, and final handoff quality.
“Common” is measured: kept by at least 6 in 10 of the 17 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Use this skill to coordinate non-trivial feature work from discovery through implementation, review, validation, and summary.
Read Next
Before running this workflow, read:
references/phase-workflow.md
Use the sub-skills in this directory only when their phase applies:
code-explorer: deep codebase tracing and implementation analysiscode-architect: architecture design and implementation blueprintingcode-reviewer: high-signal review for correctness and project fit
Role
This parent skill is the orchestration layer. Keep it focused on routing, phase selection, and handoff between sub-skills. Concrete execution details belong in the phase workflow reference or in the smallest applicable sub-skill.
Core Principles
- Understand the codebase before changing it.
- Ask concrete clarifying questions when behavior, scope, compatibility, or integration points are underspecified.
- Read files surfaced by exploration or design passes before making architectural claims.
- Prefer simple, maintainable designs grounded in repository patterns.
- Track progress with a todo list when the work spans multiple steps.
- Compress the workflow for trivial tasks, but preserve the same reasoning discipline.
Workflow Summary
The detailed actions, examples, and review rules live in
references/phase-workflow.md. The phase order is:
- Discovery: understand the request and constraints.
- Codebase exploration: map relevant implementation patterns.
- Clarifying questions: resolve material ambiguity before designing.
- Architecture design: compare viable approaches and choose one.
- Implementation: build the approved or obvious approach.
- Quality review: run risk-appropriate review, validation, and Cleanup Gate.
- Summary: report decisions, changed files, validation, and residual risks.
Delegation Rules
- Use
code-explorerfor broad or unfamiliar areas before designing. - Use
code-architectwhen multiple credible architecture choices exist. - Use
code-reviewerfor non-trivial implementation review or explicit review loops. - Default to at most one active delegated reviewer per review round. Treat architecture, correctness, simplicity, and project conventions as review dimensions that one reviewer can cover together.
- In a review loop, keep the current reviewer only long enough to verify fixes for its own findings, then start the next full-scope round with a fresh reviewer.
- Use parallel reviewers within one round only when the user explicitly requests them or a concrete high-risk scope justifies independent review.
- After delegated review, the main agent still owns consolidation, validation, and final handoff quality.
When Not To Use
This workflow is usually overkill for:
- one-line bug fixes
- trivial refactors
- clearly scoped edits in a single file
- urgent hotfixes where architecture comparison adds no value
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

