返回技能列表

evolve-team

pjt222
更新于 6 days ago
22 次查看
17
2
17
在 GitHub 上查看
aiautomationdesigndata

关于

The `evolve-team` skill updates an existing team composition by modifying its member roster, coordination pattern, or structure, and handles all necessary file and metadata synchronization. It is used when a team's configuration becomes outdated, inefficient, or needs a specialized variant. Key actions include assessing the current team, applying in-place refinements or creating variants, and updating the registry.

快速安装

Claude Code

推荐
主要方式
npx skills add pjt222/agent-almanac -a claude-code
插件命令备选方式
/plugin add https://github.com/pjt222/agent-almanac
Git 克隆备选方式
git clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/evolve-team

在 Claude Code 中复制并粘贴此命令以安装该技能

技能文档

演舊 team

改、重構、或造原以 create-team 建之 team 之專變。此行屬 team 生週之維:據模與協模估缺、施針對改於組與流、升版、使登記與交引同步。

  • agent 加、去、演後 team 之員名舊
  • 用者反饋示流瓶、交遞不明、或缺角
  • 協模不合實流(如 hub-and-spoke 宜為 parallel)
  • 須於原之側有專變(如 r-package-reviewr-package-review-security-focused
  • 員責重須銳界
  • CONFIG 塊與述或員列不同
  • team 須分為二小或二須合

  • :欲演 team 文徑(如 teams/r-package-review.md
  • :演因(反饋、新 agent、協錯、範重、性議、agent 演)
  • :目標版升級(patch、minor、major)
  • :是否造專變代原地改(默:原地)

一:估現 team

讀舊 team 文並據 team 模(teams/_template.md)估各節:

SectionWhat to CheckCommon Issues
FrontmatterAll required fields (name, description, lead, version, author, coordination, members[])Missing tags, stale version, wrong coordination
PurposeClear multi-agent justification (at least two distinct specialties)Could be handled by a single agent
Team CompositionTable matches frontmatter members, no overlapping responsibilitiesStale table, duplicated focus areas
Coordination PatternMatches actual workflow, ASCII diagram presentWrong pattern for the workflow
Task DecompositionPhased breakdown with concrete tasks per memberVague tasks, missing phases
CONFIG BlockValid YAML between markers, matches frontmatter and proseOut of sync, missing blocked_by, invalid YAML
Usage Scenarios2-3 realistic activation promptsPlaceholder text
Limitations3-5 honest constraintsMissing or too generic
See AlsoValid links to member agents, related teams, guidesStale links
# Read the team file
cat teams/<team-name>.md

# Verify all member agents still exist
grep "id:" teams/<team-name>.md | while read line; do
  agent=$(echo "$line" | grep -oP '(?<=id: )[\w-]+')
  grep "id: $agent" agents/_registry.yml || echo "MISSING: $agent"
done

# Check if the team is referenced by any guide
grep -r "<team-name>" guides/*.md

得:依節分之特缺、弱、機會之列。

敗:team 文缺或無 frontmatter→此技不適;用 create-team 自零造之。

二:集演求

識並分觸演之因:

TriggerExampleTypical Scope
User feedback"Reviews take too long, agents duplicate effort"Sharpen responsibilities or change pattern
New agent availableapi-security-analyst agent was createdAdd member
Agent evolvedcode-reviewer gained new skillsUpdate member responsibilities
Agent removeddeprecated-agent was retiredRemove member, reassign tasks
Coordination mismatchSequential team has independent subtasksChange to parallel
Scope expansionTeam needs to cover deployment, not just reviewAdd member or create variant
Team too large6+ members causing coordination overheadSplit into two teams
Team too smallSingle member does most of the workMerge with another team or add members

編前錄須特改:

- Frontmatter: add new member `api-security-analyst` with role "API Security Reviewer"
- Team Composition: add row to composition table
- Task Decomposition: add API security review tasks to execution phase
- CONFIG block: add member and tasks entries
- See Also: add link to new agent file

得:具改之列,各映於 team 文之特節。

敗:改不明→進前請用者明之。模糊演標產模糊改。

三:擇演範

用此決矩定原地改或造變:

CriteriaRefinement (in-place)Specialized Variant (new team)
Team IDUnchangedNew ID: <team>-<specialty>
File pathSame .md fileNew file in teams/
Version bumpPatch or minorStarts at 1.0.0
CoordinationMay changeMay differ from original
RegistryUpdate existing entryNew entry added
Original teamModified directlyLeft intact, gains See Also cross-reference

原地改:調員、銳責、修 CONFIG、改協模時擇。team 保同。

:演版服大異用、需異協模、標異眾時擇。原存以現用。

更範決:

SituationAction
Team has 6+ members and is slowSplit into two focused teams
Two teams of 2 cover adjacent domainsMerge into one team of 3-4
Team's coordination pattern is wrongRefinement — change pattern in-place
Team needs entirely different leadRefinement if lead exists; create agent first if not

得:明決——改、變、分、合——並有理。

敗:不確→默改。分合之影響大,宜與用者確。

四:施改於 team 文

原地改

直編舊 team 文。諸引員組之節保一致:

  1. Frontmatter members[]:加、去、或更員條(各含 idroleresponsibilities
  2. Team Composition 表:須正匹 frontmatter 員
  3. Coordination Pattern:若模變,更述與 ASCII 圖
  4. Task Decomposition:改段與各員任務以反新組
  5. CONFIG 塊:更 memberstasks 以匹(見五步)
  6. Usage Scenarios:若觸發變則改
  7. Limitations:更反新約或去已解者
  8. See Also:更 agent 鏈並加指新關 team 或 guide 之引

循此編則:

  • 保諸節——加容,勿去節
  • 加員時→於諸處皆加:frontmatter、組表、task decomposition、CONFIG
  • 去員時→於諸處皆去並再賦其任
  • 驗各員存:grep "id: agent-name" agents/_registry.yml
  • lead 保於員列中——lead 永為員

# Copy the original as a starting point
cp teams/<team-name>.md teams/<team-name>-<specialty>.md

# Edit the variant:
# - Change `name` to `<team-name>-<specialty>`
# - Update `description` to reflect the specialized scope
# - Adjust `coordination` pattern if needed
# - Reset `version` to "1.0.0"
# - Modify members, tasks, and CONFIG block for the specialized use case
# - Reference the original in See Also as a general-purpose alternative

得:team 文(改或新變)過一步估表,諸節內一致。

敗:編破內一致(如 CONFIG 列 frontmatter 未有之員)→較 frontmatter members[] 於 Team Composition、Task Decomposition、CONFIG 以尋錯。

四半:同譯變

譯存時必。此步適人作者與 AI agent 循此行。勿略——舊 source_commitnpm run validate:translations 報偽舊警。

察演 team 譯否存並更以反新源態:

# Check for existing translations
ls i18n/*/teams/<team-name>.md 2>/dev/null

若譯存

  1. 取現源 commit 雜:
SOURCE_COMMIT=$(git rev-parse HEAD)
  1. 於諸譯文 frontmatter 中更 source_commit
for locale_file in i18n/*/teams/<team-name>.md; do
  sed -i "s/^source_commit: .*/source_commit: $SOURCE_COMMIT/" "$locale_file"
done
  1. 旗待重譯之地入 commit 信:
evolve(<team-name>): <description of changes>

Translations flagged for re-sync: de, zh-CN, ja, es
Changed sections: <list sections that changed>
  1. 重生譯態文:
npm run translation:status

若無譯

無須行。進五步。

新變之譯宜於變穩(1-2 版)後行。變至少改一次後加譯。

得:諸譯文 source_commit 更至現 commit。npm run translation:status 退 0。

敗:sed 匹欄敗→手開譯文驗 YAML frontmatter 含 source_commit。若欄缺→以 npm run translate:scaffold -- teams <team-name> <locale> 重 scaffold。

五:更 CONFIG 塊

<!-- CONFIG:START --><!-- CONFIG:END --> 間之 CONFIG 塊須與述節同。任員或任務變後:

  1. 驗 CONFIG members 中諸 agent 匹 frontmatter 員
  2. 驗 CONFIG tasks 中諸 assignee 匹員 agent id
  3. 若任序變→更 blocked_by
  4. 確綜合/末任引諸前任
team:
  name: <team-name>
  lead: <lead-agent>
  coordination: <pattern>
  members:
    - agent: <agent-id>
      role: <role-title>
      subagent_type: <agent-id>
  tasks:
    - name: <task-name>
      assignee: <agent-id>
      description: <one-line>
    - name: synthesize-results
      assignee: <lead-agent>
      description: Collect and synthesize all member outputs
      blocked_by: [<prior-task-names>]

得:CONFIG YAML 有效,諸 agent 與任務與文餘同,blocked_by 成有效 DAG。

敗:獨解 CONFIG 塊 YAML 尋語法誤。交察每 assigneemembers 列。

六:更版與元

依語義版升 frontmatter version

Change TypeVersion BumpExample
Wording fix, See Also updatePatch: 1.0.0 → 1.0.1Fixed stale agent link
New member added, tasks revisedMinor: 1.0.0 → 1.1.0Added security-analyst member
Coordination pattern changed, team restructuredMajor: 1.0.0 → 2.0.0Changed from hub-and-spoke to parallel

亦更:

  • updated 為今日
  • tags 若域覆變
  • description 若旨大異
  • coordination 若模變

得:frontmatter versionupdated 反改之度與日。新變自 "1.0.0" 起。

敗:忘升版→下演無法別現態於舊。commit 前必升。

七:更登記與交引

原地改

teams/_registry.yml 舊條以匹改 frontmatter:

# Find the team's registry entry
grep -A 10 "id: <team-name>" teams/_registry.yml

descriptionleadmemberscoordination 以匹 team 文。計無變。

teams/_registry.yml 加新 team:

- id: <team-name>-<specialty>
  path: <team-name>-<specialty>.md
  lead: <lead-agent>
  members: [agent-1, agent-2, agent-3]
  coordination: <pattern>
  description: One-line description of the specialized variant

後:

  1. 增登首 total_teams
  2. 於原 team See Also 加指變之交引
  3. 於變 See Also 加指原之交引

行 README 自動:

npm run update-readmes

得:登條匹 team 文 frontmatter。npm run update-readmes 退 0。變:total_teams 等實 team 數。

敗:登計誤→以 grep -c "^ - id:" teams/_registry.yml 計並正。README 自動敗→驗 package.json 存且 js-yaml 已裝。

八:驗演 team

行全驗表:

  • team 文於期徑存
  • YAML frontmatter 解而無誤
  • version 已升(改)或設 "1.0.0"(變)
  • updated 反今
  • 諸必節在:Purpose、Team Composition、Coordination Pattern、Task Decomposition、Configuration、Usage Scenarios、Limitations、See Also
  • frontmatter members[] 匹 Team Composition 表
  • CONFIG 塊員匹 frontmatter 員
  • CONFIG 塊任有效 assignee 與 blocked_by
  • 諸員 agent ID 存於 agents/_registry.yml
  • lead 於員列
  • 無二員共主責
  • 登條存且匹 frontmatter
  • 變:total_teams 計匹實計
  • 交引雙向(原 ↔ 變)
  • git diff 示無偶去原容
# Verify frontmatter
head -25 teams/<team-name>.md

# Verify all member agents exist
for agent in agent-a agent-b agent-c; do
  grep "id: $agent" agents/_registry.yml
done

# Count teams on disk vs registry
ls teams/*.md | grep -v template | wc -l
grep total_teams teams/_registry.yml

# Review all changes
git diff

得:諸表項過。演 team 可 commit。

敗:各敗項獨處。演後最常議:CONFIG 塊漂(員或任與述不匹)與忘之 updated 日。

  • team 文存且有效 YAML frontmatter
  • version 反改
  • updated 日現
  • 諸節在並內一致
  • frontmatter members[]、Team Composition 表、CONFIG 塊同
  • 諸員 agent ID 存於 agents/_registry.yml
  • lead 於員列
  • CONFIG 塊 YAML 有效可解
  • 登條匹 team 文
  • 變:teams/_registry.yml 中新條徑正
  • 變:total_teams 計已更
  • 交引有效(See Also 無斷鏈)
  • 含譯之改:諸地文 source_commit 已更
  • git diff 證無偶去容

  • CONFIG 塊漂:CONFIG 塊、frontmatter、述節三者須於員與任上同。更一不更他為最常之 team 演誤。每改後三處交察
  • 忘升版:無升則無法追何變何時。commit 前必更 frontmatter versionupdated
  • 演後譯舊:每 team 演觸至多 4 地舊。以 ls i18n/*/teams/<team-name>.md 察並各更 source_commit,或於 commit 信中旗重譯
  • 孤員引:去員時其 Task Decomposition 與 CONFIG 中任須再賦或去。留孤 assignee 致激活敗
  • 演後協錯:加並行能員於序 team,或使 hub-and-spoke team 中 agent 需互出。任結構變後據 create-team 四步重估協決
  • 加員後過大:員過 5 則難協。若演過 5→考分為二焦 team
  • 變後 See Also 舊:造變時原與變須互引。單向留圖不全

  • create-team — 造新 team 之基;evolve-team 設先循
  • evolve-skill — 演 SKILL.md 之並行行
  • evolve-agent — 演 agent 定之並行行
  • commit-changes — 以述信 commit 演 team

GitHub 仓库

pjt222/agent-almanac
路径: i18n/wenyan-ultra/skills/evolve-team
0
agentsagentskillsai-assisted-developmentclaude-codeskillsteams

相关推荐技能

content-collections

Content Collections 是一个 TypeScript 优先的构建工具,可将本地 Markdown/MDX 文件转换为类型安全的数据集合。它专为构建博客、文档站和内容密集型 Vite+React 应用而设计,提供基于 Zod 的自动模式验证。该工具涵盖从 Vite 插件配置、MDX 编译到生产环境部署的完整工作流。

查看技能

polymarket

这个Claude Skill为开发者提供完整的Polymarket预测市场开发支持,涵盖API调用、交易执行和市场数据分析。关键特性包括实时WebSocket数据流,可监控实时交易、订单和市场动态。开发者可用它构建预测市场应用、实施交易策略并集成实时市场预测功能。

查看技能

creating-opencode-plugins

该Skill帮助开发者创建OpenCode插件,用于接入命令、文件、LSP等25+种事件。它提供了插件结构、事件API规范和JavaScript/TypeScript实现模式,适合需要拦截操作、扩展功能或自定义事件处理的场景。开发者可通过它快速构建响应式模块来增强OpenCode AI助手的能力。

查看技能

sglang

SGLang是一个专为LLM设计的高性能推理框架,特别适用于需要结构化输出的场景。它通过RadixAttention前缀缓存技术,在处理JSON、正则表达式、工具调用等具有重复前缀的复杂工作流时,能实现极速生成。如果你正在构建智能体或多轮对话系统,并追求远超vLLM的推理性能,SGLang是理想选择。

查看技能