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evolve-team

Evolve an existing team composition by refining its structure in-place or creating a specialized variant. Covers assessing the current team against template and coordination patterns, gathering evolution requirements, choosing scope (adjust members, change coordination pattern, split/merge teams), applying changes to the team file and CONFIG block, updating version metadata, and synchronizing the registry and cross-references. Use when a team's member roster is outdated, coordination pattern no longer fits, user feedback reveals workflow gaps, a specialized variant is needed alongside the original, or agents have been added or removed from the library affecting team composition.

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Repository
pjt222/agent-almanac
Last source activity
September 15, 2026 at 08:59
Detected SKILL.md language
Chinese
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34
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4

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SKILL.md
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name
evolve-team
locale
wenyan
source_locale
en
source_commit
82c77053
fence_basis_commit
854ad675f
translator
Julius Brussee homage — caveman
translation_date
2026-04-24
description
Evolve an existing team composition by refining its structure in-place or creating a specialized variant. Covers assessing the current team against template and coordination patterns, gathering evolution requirements, choosing scope (adjust members, change coordination pattern, split/merge teams), applying changes to the team file and CONFIG block, updating version metadata, and synchronizing the registry and cross-references. Use when a team's member roster is outdated, coordination pattern no longer fits, user feedback reveals workflow gaps, a specialized variant is needed alongside the original, or agents have been added or removed from the library affecting team composition.
license
MIT
allowed-tools
Read Write Edit Bash Grep Glob
metadata
{"author":"Philipp Thoss","version":"1.0","domain":"general","complexity":"intermediate","language":"multi","tags":"meta, team, evolution, coordination, maintenance"}
# 演既有團 改、重構、或造以 `create-team` 所造團之專變體。此術司團生之維:按模板與協調模評缺、施針對改於構與流、升版、保 registry 與互引同步。 ## 用時 - 加去或演員後團員名單陳 - 用戶回示流瓶頸、不明交、缺觀 - 協調模不合團之實流(如 hub-and-spoke 宜並行) - 原外需專變體(如 `r-package-review` 與 `r-package-review-security-focused`) - 員職疊需銳界 - CONFIG 塊與述或員列失同 - 團須分為二小團,或二團須合 ## 入 - **必要**:欲演團文之路(如 `teams/r-package-review.md`) - **必要**:演之因(回、新員、協調不合、目重、性能、員演) - **可選**:版升之大(patch、minor、major) - **可選**:是否造專變體而非就地改(默:就地改) ## 法 ### 第一步:評當團 讀團文並按團模板(`teams/_template.md`)評各節: | 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 | ```bash # 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:** 按節組之具體缺、弱、或改機之列。 **敗則:** 若團文不存或無 frontmatter,此技不適——當用 `create-team` 從頭造。 ### 第二步:集演之求 識並類演之因: | 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 | 編前記具體改: ```text - 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:** 具體改之列,各映團文某節。 **敗則:** 若改不明,進前請用戶澄。模糊演目生模糊改。 ### 第三步:擇演範 用此決表定就地改或造變體: | 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 | **改**:調員、銳職、修 CONFIG、易協調模時擇。團保其身。 **變體**:演後事顯異用例、需異協調、或異眾時擇。原留供舊用例。 加範決: | 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、或合——附理。 **敗則:** 不確時默改。分合團衝爆大,宜與用戶確。 ### 第四步:施改於團文 #### 於改 直編團文。諸引團構之節保一: 1. **Frontmatter `members[]`**:加、去、或更員條(各附 `id`、`role`、`responsibilities`) 2. **Team Composition 表**:必合 frontmatter 員 3. **Coordination Pattern**:模易時更述與 ASCII 圖 4. **Task Decomposition**:改階與員任以映新構 5. **CONFIG 塊**:更 `members` 與 `tasks` 以合(見五步) 6. **Usage Scenarios**:若團之觸易則改 7. **Limitations**:更以映新限或去解者 8. **See Also**:更員引,加指新相關團或指之引 循此編則: - 保諸有節——加容,勿去節 - 加員時須於*所有*:frontmatter、構表、任分、CONFIG 塊 - 去員時須於*所有*彼處去並重分其任 - 驗各員員存:`grep "id: agent-name" agents/_registry.yml` - 首於員列——首常為一員 #### 於變體 ```bash # 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:** 團文(改或新變體)過第一步之評清單,諸節內一致。 **敗則:** 若編破內一(如 CONFIG 列一非 frontmatter 之員),較 frontmatter `members[]` 與 Team Composition 表、Task Decomposition、CONFIG 以尋失配。 ### 第四·五步:同譯變體 > **譯存時必需。** 此步適人與 AI 二者。勿略——陳 `source_commit` 致 `npm run validate:translations` 於諸 locale 生誤陳警。 察演團是否有譯並更譯以映新源態: ```bash # Check for existing translations ls i18n/*/teams/<team-name>.md 2>/dev/null ``` #### 譯存之時 1. 取當源提交哈: ```bash npm run validate:translations ``` 2. 於各譯文 frontmatter 更 `source_commit`: ```bash npm run check:fence-propagation -- --id <team-name> node tools/provenance-field.mjs --field fence_basis_commit --set $(git rev-parse --short HEAD) <mirror paths> ``` 3. 於提交訊中標所涉 locale 以供重譯: ```text evolve(<team-name>): <description of changes> Translations flagged for re-sync: de, zh-CN, ja, es Changed sections: <list sections that changed> ``` 4. 重生譯狀文: ```bash npm run translation:status ``` #### 無譯之時 無須行。進第五步。 #### 於變體 新變體之譯延至變體穩(1-2 版)。變體改至少一次後方加譯。 **得:** 諸譯文 `source_commit` 更至當提交。`npm run translation:status` 出 0。 **敗則:** 若 `sed` 不配 frontmatter 域,手開譯文驗其 YAML frontmatter 含 `source_commit`。若缺,以 `npm run translate:scaffold -- teams <team-name> <locale>` 再造。 ### 第五步:更 CONFIG 塊 `<!-- CONFIG:START -->` 與 `<!-- CONFIG:END -->` 間之 CONFIG 塊須與述諸節同。任何員或任改後: 1. 驗 CONFIG `members` 中每 `agent` 合 frontmatter 之員 2. 驗 CONFIG `tasks` 中每 `assignee` 合某員員 id 3. 若任序改,更 `blocked_by` 依 4. 確合成/末任引諸先任 ```yaml 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,諸員與任與文餘同,`blocked_by` 成有效 DAG。 **敗則:** 獨解 CONFIG YAML 尋語誤。交察每 `assignee` 於 `members` 列。 ### 第六步:更版與元數 於 frontmatter 升 `version`,循語義版: | 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` 日為當 - `tags` 若團之域覆易 - `description` 若團目實異 - `coordination` 若模易 **得:** Frontmatter `version` 與 `updated` 映改之大與日。新變體始於 `"1.0.0"`。 **敗則:** 若忘升版,下演無法辨當態與前。提交前必升。 ### 第七步:更 Registry 與互引 #### 於改 更 `teams/_registry.yml` 中既條以合改後 frontmatter: ```bash # Find the team's registry entry grep -A 10 "id: <team-name>" teams/_registry.yml ``` 更 `description`、`lead`、`members`、`coordination` 以合團文。無計改。 #### 於變體 於 `teams/_registry.yml` 加新團: ```yaml - 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 ``` 然後: 1. 增 registry 頂之 `total_teams` 2. 於原團 See Also 加指變體之引 3. 於變體 See Also 加指原之引 運 README 自動: ```bash npm run update-readmes ``` **得:** Registry 條合團文 frontmatter。`npm run update-readmes` 出 0。變體時 `total_teams` 等實條數。 **敗則:** 若 registry 計誤,以 `grep -c "^ - id:" teams/_registry.yml` 計條並正。若 README 自動敗,驗 `package.json` 存而 `js-yaml` 已裝。 ### 第八步:驗演團 行全驗清單: - [ ] 團文存於預路 - [ ] YAML frontmatter 解無誤 - [ ] `version` 已升(改)或設「1.0.0」(變) - [ ] `updated` 日為當 - [ ] 諸必節存:Purpose、Team Composition、Coordination Pattern、Task Decomposition、Configuration、Usage Scenarios、Limitations、See Also - [ ] Frontmatter `members[]` 合 Team Composition 表 - [ ] CONFIG 塊員合 frontmatter 員 - [ ] CONFIG 塊任之 assignee 與 `blocked_by` 有效 - [ ] 諸員員 ID 存於 `agents/_registry.yml` - [ ] 首於員列 - [ ] 無二員共主職 - [ ] Registry 條存合 frontmatter - [ ] 變體時:`total_teams` 合盤實數 - [ ] 互引雙向(原 ↔ 變) - [ ] `git diff` 示原容無誤刪 ```bash # 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:** 清單皆過。演團可提交。 **敗則:** 各敗項各處。最常演後問為 CONFIG 塊漂(員或任不合述)與忘 `updated`。 ## 驗 - [ ] 團文存且 YAML frontmatter 有效 - [ ] `version` 映所改 - [ ] `updated` 為當 - [ ] 諸節存而內一 - [ ] Frontmatter `members[]`、Team Composition 表、CONFIG 塊同步 - [ ] 諸員員 ID 存於 `agents/_registry.yml` - [ ] 首於員列 - [ ] CONFIG 塊 YAML 有效可解 - [ ] Registry 條合團文 - [ ] 變體時:`teams/_registry.yml` 新條附正路 - [ ] 變體時:`total_teams` 已更 - [ ] 互引有效(See Also 無破) - [ ] 有譯之改:諸 locale 文 `source_commit` 已更 - [ ] `git diff` 確無誤刪 ## 陷 - **CONFIG 塊漂**:CONFIG 塊、frontmatter、述諸節於員與任必一。更一而不更餘乃團演最常誤。每改後交察三者 - **忘升版**:無升則不能追何變何時。提交前必更 frontmatter `version` 與 `updated` - **演後陳譯**:每團演引至 4 locale 文陳。必以 `ls i18n/*/teams/<team-name>.md` 察並更各 `source_commit`,或於提交訊標供重譯 - **孤員引**:去員時其於 Task Decomposition 與 CONFIG 之任須重分或去。留孤 assignee 致活敗 - **演後誤協調**:加可並員於順序團,或造員相賴出之 hub-and-spoke。任構易後復察 `create-team` 第四步之模決 - **加員後團過大**:逾五員之團難協。若演使逾五,宜分為二焦團 - **變體後 See Also 陳**:造變體時原與變須互引。單向引令圖不全 ## 參 - `create-team` — 造新團之基;evolve-team 假此先循 - `evolve-skill` — 並行演 SKILL.md 文之術 - `evolve-agent` — 並行演員定之術 - `commit-changes` — 以述訊提交演團
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