evolve-team
Über
Die `evolve-team`-Fähigkeit aktualisiert eine bestehende Teamzusammensetzung, indem sie deren Mitgliederliste, Koordinationsmuster oder Struktur anpasst und alle notwendigen Datei- und Metadatensynchronisationen durchführt. Sie wird eingesetzt, wenn die Konfiguration eines Teams veraltet, ineffizient ist oder eine spezialisierte Variante benötigt. Zu den Hauptaktionen gehören die Bewertung des aktuellen Teams, die Anwendung von direkten Verfeinerungen oder die Erstellung von Varianten sowie die Aktualisierung der Registrierung.
Schnellinstallation
Claude Code
Empfohlennpx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/evolve-teamKopieren Sie diesen Befehl und fügen Sie ihn in Claude Code ein, um diese Fähigkeit zu installieren
Dokumentation
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。
用
- 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-review與r-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
入
- 必:欲演 team 文徑(如
teams/r-package-review.md) - 必:演因(反饋、新 agent、協錯、範重、性議、agent 演)
- 可:目標版升級(patch、minor、major)
- 可:是否造專變代原地改(默:原地)
行
一:估現 team
讀舊 team 文並據 team 模(teams/_template.md)估各節:
| Section | What to Check | Common Issues |
|---|---|---|
| Frontmatter | All required fields (name, description, lead, version, author, coordination, members[]) | Missing tags, stale version, wrong coordination |
| Purpose | Clear multi-agent justification (at least two distinct specialties) | Could be handled by a single agent |
| Team Composition | Table matches frontmatter members, no overlapping responsibilities | Stale table, duplicated focus areas |
| Coordination Pattern | Matches actual workflow, ASCII diagram present | Wrong pattern for the workflow |
| Task Decomposition | Phased breakdown with concrete tasks per member | Vague tasks, missing phases |
| CONFIG Block | Valid YAML between markers, matches frontmatter and prose | Out of sync, missing blocked_by, invalid YAML |
| Usage Scenarios | 2-3 realistic activation prompts | Placeholder text |
| Limitations | 3-5 honest constraints | Missing or too generic |
| See Also | Valid links to member agents, related teams, guides | Stale 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:
| Trigger | Example | Typical Scope |
|---|---|---|
| User feedback | "Reviews take too long, agents duplicate effort" | Sharpen responsibilities or change pattern |
| New agent available | api-security-analyst agent was created | Add member |
| Agent evolved | code-reviewer gained new skills | Update member responsibilities |
| Agent removed | deprecated-agent was retired | Remove member, reassign tasks |
| Coordination mismatch | Sequential team has independent subtasks | Change to parallel |
| Scope expansion | Team needs to cover deployment, not just review | Add member or create variant |
| Team too large | 6+ members causing coordination overhead | Split into two teams |
| Team too small | Single member does most of the work | Merge 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:
| Criteria | Refinement (in-place) | Specialized Variant (new team) |
|---|---|---|
| Team ID | Unchanged | New ID: <team>-<specialty> |
| File path | Same .md file | New file in teams/ |
| Version bump | Patch or minor | Starts at 1.0.0 |
| Coordination | May change | May differ from original |
| Registry | Update existing entry | New entry added |
| Original team | Modified directly | Left intact, gains See Also cross-reference |
原地改:調員、銳責、修 CONFIG、改協模時擇。team 保同。
變:演版服大異用、需異協模、標異眾時擇。原存以現用。
更範決:
| Situation | Action |
|---|---|
| Team has 6+ members and is slow | Split into two focused teams |
| Two teams of 2 cover adjacent domains | Merge into one team of 3-4 |
| Team's coordination pattern is wrong | Refinement — change pattern in-place |
| Team needs entirely different lead | Refinement 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:
- Frontmatter
members[]:加、去、或更員條(各含id、role、responsibilities) - Team Composition 表:須正匹 frontmatter 員
- Coordination Pattern:若模變,更述與 ASCII 圖
- Task Decomposition:改段與各員任務以反新組
- CONFIG 塊:更
members與tasks以匹(見五步) - Usage Scenarios:若觸發變則改
- Limitations:更反新約或去已解者
- 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
變
# 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_commit致npm 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
- 取現源 commit 雜:
SOURCE_COMMIT=$(git rev-parse HEAD)
- 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
- 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>
- 重生譯態文:
npm run translation:status
若無譯
無須行。進五步。
變
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 --> 與 <!-- CONFIG:END --> 間之 CONFIG 塊須與述節同。任員或任務變後:
- 驗 CONFIG
members中諸agent匹 frontmatter 員 - 驗 CONFIG
tasks中諸assignee匹員 agent id - 若任序變→更
blocked_by依 - 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 assignee 於 members 列。
六:更版與元
依語義版升 frontmatter version:
| Change Type | Version Bump | Example |
|---|---|---|
| Wording fix, See Also update | Patch: 1.0.0 → 1.0.1 | Fixed stale agent link |
| New member added, tasks revised | Minor: 1.0.0 → 1.1.0 | Added security-analyst member |
| Coordination pattern changed, team restructured | Major: 1.0.0 → 2.0.0 | Changed 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 version 與 updated 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
更 teams/_registry.yml 舊條以匹改 frontmatter:
# Find the team's registry entry
grep -A 10 "id: <team-name>" teams/_registry.yml
更 description、lead、members、coordination 以匹 team 文。計無變。
變
於 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:
- 增登首
total_teams - 於原 team See Also 加指變之交引
- 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。
驗
- 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
忌
- 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
version與updated - 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
參
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 Repository
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