Agent skill

Development Lifecycle Router Maintainer

by Undertone0809 in Undertone0809/rudder

A skill your agent uses when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery…

Apache-2.0Auto-check passedFrontend & Design

Install Development Lifecycle Router Maintainer

skills CLI
$ npx skills add Undertone0809/rudder --skill development-lifecycle-router-maintainer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Undertone0809/rudder development-lifecycle-router-maintainer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Undertone0809/rudder.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agent-skills-bak/maintainer/development-lifecycle-router-maintainer .claude/skills/development-lifecycle-router-maintainer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
development-lifecycle-router-maintainer
GitHub stars
292
Token cost
~2.7k tokens
SKILL.md length
1,289 words
Files
10 (incl. references)
Skills in repo
30
Repo updated
First seen
Licence
Apache-2.0

At a glance

A skill your agent uses when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery…

  • Works in 6 steps: Inspect git status --short --branch. → Classify the current stage. → State the selected route and downstream… → …
  • A Rudder development request has an unclear lifecycle stage
  • SKILL.md covers Reference Map, Fast Start, Non-Use Gate and Core Rule, plus 6 more sections
  • Calls git

What it does

Development Lifecycle Router Maintainer is an agent skill from Undertone0809/rudder. Use when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery, runtime contracts, performance, component lab, handoff, or named-skill optimization.

Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including reference files (for example `agents/adversarial-reviewer.md`, `agents/functional-reviewer.md` and `agents/heuristic-reviewer.md`).

It sits in Frontend & Design, covering UI design. It works with Git. The repository describes itself as: Open-source local Agent harness for self-improving agent teams: run agents, review work, and turn feedback into reusable skills. The licence is Apache-2.0.

When your agent uses it

  • A Rudder development request has an unclear lifecycle stage
  • Owner: requirements
  • Advisor analysis
  • Runtime contracts

Example prompts

  • “/development-lifecycle-router-maintainer”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Inspect git status --short --branch.
  2. Classify the current stage.
  3. State the selected route and downstream owner in one concise update.
  4. Name the artifact or proof required to leave the current stage.
  5. For development work, state the full loop before editing
  6. Decide which references are needed for this route and read only those.

What it can do on your machine

Read from SKILL.md and the folder at commit b82f1b4. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Development Lifecycle Router Maintainer loads about 2.7k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 76 tokens; SKILL.md has 1,289 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~76
When it runs · the whole SKILL.md, loaded when a task matches
~2.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~13k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Undertone0809/rudder at commit b82f1b4, republished under its Apache-2.0 licence (© Undertone0809). 1,289 words, ~2,728 tokens.

Download SKILL.mdSave it as .claude/skills/development-lifecycle-router-maintainer/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.
name
development-lifecycle-router-maintainer
description
Use when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery, runtime contracts, performance, component lab, handoff, or named-skill optimization.

Development Lifecycle Router Maintainer

Use this skill as a routing layer: choose the current lifecycle stage, name the exit bar, and hand off to the smallest capable maintainer skill or normal coding workflow.

The reason this skill exists is to prevent two expensive mistakes:

  • jumping from a complaint into implementation before the correct stage is known
  • calling a stage complete without the product proof or reviewer evidence that the user's request actually requires

Keep this file thin. Load the reference files below only when the current route needs them.

Reference Map

  • references/route-selection.md: stage classifier, narrow-skill routing, meta-request precedence, and skill-optimization boundaries.
  • references/verification-review.md: verifier gates, terminal product proof, spawned reviewer policy, reviewer lenses, agent prompt templates, and evidence ledger.
  • references/special-routes.md: recovery, component lab, performance benchmark, runtime/provider contracts, and hard real-local validation.
  • references/handoff-git.md: git safety, final handoff shape, acceptance blockers, and common route templates.

Fast Start

Before editing files, running long checks, spawning reviewers, or committing:

  1. Inspect git status --short --branch.
  2. Classify the current stage.
  3. State the selected route and downstream owner in one concise update.
  4. Name the artifact or proof required to leave the current stage.
  5. For development work, state the full loop before editing: implementation, writer checks, verifier, final reviewers, reconciliation, and handoff. Development work enters spawn-required mode by default; the user does not need to separately ask for subagents, review, or verification.
  6. Decide which references are needed for this route and read only those.

For obvious narrow requests, do not expand a lifecycle plan. Say the route, load the narrow skill, and execute it.

Non-Use Gate

Use the narrow maintainer directly when all of these are true:

  • the prompt names a concrete surface, run, PR, release, screenshot, data path, or local runtime problem
  • the next useful artifact is obvious for that surface
  • the task does not need cross-stage sequencing, reviewer orchestration, or destructive recovery judgment before the narrow work can begin

Keep ownership in this router only when it adds value by choosing a stage, resolving ambiguity, sequencing multiple stages, or protecting a high-risk handoff.

Core Rule

Route first, then execute.

State the lifecycle stage and acceptance bar before implementation. Any routed development task enters spawn-required mode by default. This applies when the task changes user-visible, agent-visible, Desktop, release, runtime, CLI, workflow, or product behavior, even if the user only says "fix", "optimize", or "推进". The normal implementation sandwich is:

text
writer implementation
-> writer basic checks
-> optional lightweight pre-review
-> spawn availability probe if needed
-> spawned verifier black-box acceptance
-> spawned final reviewer gate
-> handoff / commit / push

Pre-review is only for catching obvious diff, startup, safety, scope, or test readiness problems before verifier time is spent. It is not the final reviewer gate. Final review follows verifier PASS so reviewers can inspect the diff, tests, handoff, and verifier evidence together.

Separate verification from review:

  • verification asks whether the product path meets the requirement from the user's side
  • review asks whether the diff, architecture, scope, tests, proof, and handoff are trustworthy

For development routes, do not treat the loop as optional just because the user said "fix", "优化", "推进", or omitted the word review. User-visible, agent-visible, Desktop, release, runtime, CLI, workflow, and Rudder changes need the verifier plus final reviewer loop before complete handoff. If a route truly does not need that loop, say why it is not applicable rather than silently skipping it.

spawn-required means:

  • after writer checks, probe the available spawn/subagent mechanism before declaring verifier or reviewers unavailable
  • if spawning works, create the verifier and final reviewer agents and wait for their verdicts before complete handoff
  • if spawning is unavailable, record the failed probe as blocked: spawned verifier/reviewer unavailable
  • do not claim complete handoff, commit/push readiness, or review pass from author-run tests, CI, screenshots, self-review, or serial personas alone

Stage Classifier

Choose one primary stage. If multiple stages are present, choose the earliest blocking stage.

  • intake: user intent, target artifact, or mode is unclear
  • requirements: problem framing, scenarios, acceptance criteria, or "do you understand?"
  • advisor: first-principles diagnosis of a build, UI, workflow, trace, or proposal that feels wrong
  • ui_design: interface direction, wireframe, visual hierarchy, or screenshot-based design judgment before code
  • implementation: approved direction or direct fix/build request
  • verification: tests, CI, E2E, screenshots, Desktop smoke, actor-run-chain, release checks, or black-box acceptance proof
  • review: review, PM judgment, first-principles critique, or Codex/session/PR/commit verdict
  • debug: failed run, UI path, data path, CI job, Desktop app, or local process
  • release: canary/stable release, npm, Desktop assets, tags, or GitHub Release state
  • handoff: final summary, validation, commit, push, residual risk, or PR
  • recovery: dirty worktree, stash, interrupted run, rollback, delete/restore, or suspected old Codex work
  • component_lab: UI Lab, component inventory, fixtures, or design-system coverage
  • performance_benchmark: benchmark or optimize before the exact bottleneck is known
  • runtime_contract: provider/runtime/tool-call/transcript/parser/CLI or agent-visible contract parity
  • skill_optimization: optimize, harden, refactor, validate, benchmark, package, or improve a named skill or workflow skill

For full routing detail, read references/route-selection.md.

Show full SKILL.md (504 more words)Show less

Narrow Routes

Prefer the smallest matching owner:

  • screenshot-driven UI polish: rudder-ui-polish-maintainer
  • missing, stale, suspicious, or slow page data: rudder-data-path-diagnostician-maintainer
  • run transcript, stdout/stderr, recent run batch, or run-quality issue: debug-run-transcript-maintainer
  • Desktop startup, packaged app, Electron shell, update, profile, local instance recovery: rudder-desktop-dev-recovery-maintainer
  • release, npm, GitHub Release, Desktop assets, tags, dist-tags, install smoke: release-maintainer
  • review-only session/PR/commit/proposal/UI/release outcome: agent-work-reviewer-maintainer or codex-session-product-reviewer-maintainer
  • local branch preview: rudder-worktree-preview-maintainer
  • GitHub PR checkout/preview/review: pr-local-preview-maintainer
  • mock/demo/seed data: mock-data-maintainer
  • landing screenshots: landing-proof-shots-maintainer
  • stop/restart/clean local dev runtime: stop-rudder-dev-maintainer
  • new or existing reusable workflow skill creation, optimization, eval, benchmark, packaging, or description tuning: skill-creator

If this router itself is the target artifact for optimization, route to skill-creator or the user-requested skill-engineering workflow. Do not run this router's normal product lifecycle except for git safety around the patch.

Skill Optimization Boundary

The newest user instruction is the routing source of truth.

If the user says a skill "needs optimization", "should be hardened", "always does the wrong thing", "I have to ask this every time", or asks to use skill-creator on a named skill, classify the turn as skill_optimization.

Treat screenshots, prior requirements, session ids, quoted logs, and prior assistant recommendations as evidence for the skill failure. They are not the active product task unless the newest user instruction says to continue that product task.

For this route:

  • name the target skill and path
  • extract the failed decision point
  • choose the smallest durable owner: target skill body, frontmatter description, eval case, memory update, or no-op
  • add or update a validation case when the behavior should change next time

Verification And Review Defaults

For user-visible, agent-visible, Desktop, release, runtime, CLI, workflow, or product changes, identify the terminal product surface before calling verification complete. Use product-acceptance-verifier-maintainer for a distinct black-box acceptance pass. If the product path is too expensive or unsafe to exercise, record verifier blocked or substituted with the exact reason; do not silently skip acceptance.

Spawned verifier and reviewer gates are the default for routed development artifacts when this router owns the lifecycle. If spawning is available, the verifier should be a distinct child agent using agents/product-verifier.md or equivalent product-acceptance-verifier-maintainer instructions. Final reviewers should be child agents using the templates under agents/ or equivalent reviewer prompts, with these lenses:

  • functional trust
  • adversarial
  • heuristic/product-systems

Do not replace spawned verifier or reviewer verdicts with self-review, serial personas, or author-claimed screenshots. If the active runtime cannot spawn agents after a real availability probe, record blocked: spawned verifier/reviewer unavailable with the probe evidence instead of claiming the loop passed.

For the full verifier/reviewer contract, read references/verification-review.md.

Execution Outline

  1. Build a compact routing packet:
    • latest user request and corrections
    • git status --short --branch
    • named files, screenshots, sessions, runs, PRs, commits, or plans
    • relevant AGENTS.md route docs and nearby skill contracts
    • changed-file ownership if cleanup or recovery is involved
  2. Declare route and stage exits.
  3. Execute the current stage using the narrow owner or normal repo workflow.
  4. Run the required verification and review gates for that route.
  5. Hand off with evidence, blockers, git state, and commit/push status.

Minimal Handoff Shape

markdown
Route: ...
Stage exits: ...
Used: ...
Review: spawned reviewers / blocked / not applicable
Validation: passed / not run / not proven
Evidence: required / scenario / proven / missing or substituted
Git: commit / push
Residual risk: ...

© Undertone0809, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 9 other files (references) in agent-skills-bak/maintainer/development-lifecycle-router-maintainer of Undertone0809/rudder.

  • SKILL.md
  • agents/adversarial-reviewer.md
  • agents/functional-reviewer.md
  • agents/heuristic-reviewer.md
  • agents/product-verifier.md
  • references/handoff-git.md
  • references/route-selection.md
  • references/runbook.md
  • references/special-routes.md
  • references/verification-review.md

Open the folder on GitHubat commit b82f1b4

Compare with similar skills

Development Lifecycle Router Maintainer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Development Lifecycle Router Maintainer compared with similar skills
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Works with

Questions about Development Lifecycle Router Maintainer

What does Development Lifecycle Router Maintainer do?

A skill your agent uses when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery…. Development Lifecycle Router Maintainer is an agent skill from Undertone0809/rudder. Use when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery, runtime contracts, performance, component lab, handoff, or named-skill optimization.

When should I use Development Lifecycle Router Maintainer?

Development Lifecycle Router Maintainer fits situations like: A Rudder development request has an unclear lifecycle stage; owner: requirements; advisor analysis; runtime contracts.

How do I install Development Lifecycle Router Maintainer in Claude Code?

Run `npx skills add Undertone0809/rudder --skill development-lifecycle-router-maintainer -a claude-code`. Or copy the skill folder (agent-skills-bak/maintainer/development-lifecycle-router-maintainer in Undertone0809/rudder) into .claude/skills/development-lifecycle-router-maintainer in your project. Claude Code loads it when a task matches its description.

How do I install Development Lifecycle Router Maintainer in Codex?

Run `npx skills add Undertone0809/rudder --skill development-lifecycle-router-maintainer -a codex`. Or copy the skill folder (agent-skills-bak/maintainer/development-lifecycle-router-maintainer in Undertone0809/rudder) into .agents/skills/development-lifecycle-router-maintainer in your project. Codex loads it when a task matches its description.

Can I use Development Lifecycle Router Maintainer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Undertone0809/rudder --skill development-lifecycle-router-maintainer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/development-lifecycle-router-maintainer, .gemini/skills/development-lifecycle-router-maintainer, .github/skills/development-lifecycle-router-maintainer and .opencode/skills/development-lifecycle-router-maintainer in your project.

What does Development Lifecycle Router Maintainer need to run?

Going by SKILL.md and its folder, Development Lifecycle Router Maintainer needs the command-line tools its instructions call (git).

Does Development Lifecycle Router Maintainer access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Development Lifecycle Router Maintainer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Development Lifecycle Router Maintainer use?

Development Lifecycle Router Maintainer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Development Lifecycle Router Maintainer use?

About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.

What are the alternatives to Development Lifecycle Router Maintainer?

Skills that share tags, products or a category with Development Lifecycle Router Maintainer: Lark Apps (rongxinzy/RongxinAI, 154 stars), UI Styling (Ohh-889/skyroc, 795 stars), LobeHub Interactive Prototype (lobehub/lobehub, 83k stars) and Make Interfaces Feel Better (samuelclay/NewsBlur, 7.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Development Lifecycle Router Maintainer?

Undertone0809 (a GitHub user) maintains it in Undertone0809/rudder, which has 292 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 8, 2026.

Source: Undertone0809/rudder on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.