
shepherding-an-initiative
Five-phase umbrella playbook for an initiative shepherd. Dispatches to phase-deep skills (Research, PoC, Scoping, Implementation) at the right moment.
- Installs
- 50
- Last 24h
- —
- Trending rank
- —
- Security
- Not audited
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/bitwarden/ai-plugins --skill shepherding-an-initiative- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads shepherding-an-initiative automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
End-to-end umbrella playbook for an initiative shepherd, covering all five phases of the Software Initiative Funnel: Identification → Research → Proof of Concept → Scoping & Commitment → Implementation. Maps each phase's effort, deliverables, and decision gate; holds the line on what the shepherd produces vs. what gets handed to teams. Fetch the canonical funnel page via get_confluence_page when entry/exit criteria or full template detail is needed.
The Rule of Ownership (Hold Throughout)
You own the initiative. Each receiving team owns how it executes its part.
Every phase has a single sentence to remember: when you start writing the team's stories, the team won't own the work. When you stop coordinating across teams, the initiative drifts. Both failures are yours to prevent.
For the agent-neutral, team-side view of the same boundary (the version tech leads read), invoke Skill(navigating-the-initiative-funnel) in bitwarden-delivery-tools. Reading both perspectives keeps you honest about where the line actually sits.
Time and Effort Expectations
The funnel page sets these benchmarks. They're not aspirational — they're the basis for capacity planning when leadership asks "what does it cost to shepherd this?"
| Phase | Duration | Shepherd Effort | Decision Maker |
|---|---|---|---|
| 1 — Identification | ~1 week | 4–8 hours | Holistic engineering leadership |
| 2 — Research | 3–5 weeks | 40–80 hours | Eng leadership + Architecture Council |
| 3 — Proof of Concept | 2–4 weeks | 40–80 hours | Eng leadership + Architecture Council |
| 4 — Scoping & Commitment | 2–4 weeks | 30–50 hours | Engineering leadership (Director+) |
| 5 — Implementation | 2–6 months | 10–20 hours/month | Teams execute; shepherd coordinates |
Total: 150–300 hours of shepherd time over 4–9 months for a medium initiative — roughly 5–10% of one person's time with higher concentration in Research and PoC.
Phase-by-Phase: What the Shepherd Does
Phase 1 — Identification
Purpose: Capture enough context for meaningful evaluation without premature commitment of resources.
You produce:
- A BW Initiative issue under the Bitwarden Company (BW) project. Type: Initiative. Assignee: you (the proposed shepherd). Reporter: whoever surfaced the problem. Priority: a placeholder ("TBD - Awaiting Research" or Medium).
- A description distilled from the upstream ARCH idea (if one exists) into an executive-readable summary — not a copy of the full TSI template. Pattern, link inventory, and field-by-field guidance live in Idea-Based Initiatives.
- A work item link from the ARCH idea (in Jira Product Discovery) to the BW initiative. This is the foundational traceability link — every idea-based initiative must have one.
- Initial "Relates to" links: prior attempts, adjacent SRE/BRE/TSD/PM tickets, anything the ARCH idea's own research surfaced.
- An ARCH idea status update to "1️⃣ Identification" in JPD.
Decision gate: Holistic engineering leadership decides Proceed / Hold / Decline.
What you do NOT do: Pre-scope the solution. Research hasn't happened yet. Resist the urge to come in with an answer.
Phase 2 — Research
Purpose: Deeply understand the problem space and explore potential solutions before committing to direction.
You produce:
- 3–5 stakeholder interviews (the affected teams' tech leads are likely subjects).
- A current-state analysis surveying existing implementations across the codebase — inconsistencies, workarounds, technical debt — with impact quantified where possible.
- 2–4 documented solution approaches with explicit trade-offs.
- An Architectural Assessment in Confluence under the EN-space assessments folder, refined through stakeholder review.
- Optional preview at Architecture Council for major initiatives.
- ARCH idea status updated to "2️⃣ Research".
Decision gate: Engineering leadership with Architecture Council input. Proceed to PoC / Continue Research / Hold / Decline.
Deep skill: Skill(running-an-architectural-assessment) for stakeholder interview structure, current-state analysis, options generation, and the Architectural Assessment template.
Phase 3 — Proof of Concept
Purpose: Validate the recommended solution works in practice within Bitwarden's codebase before committing to full implementation. Reduce risk through hands-on experimentation.
You produce:
- A PoC area chosen in coordination with the owning team's tech lead — representative but contained (~1–5 files or one module).
- The framework or foundation that broader rollout will reuse, plus 1–3 production-quality example implementations.
- One or more PRs (may or may not be merged; mark "PoC" in title if not).
- An Architecture Council walkthrough — 15–30 minutes, with the PoC PR, the findings (what worked, what didn't, what would need to change), and the proposed direction.
- A draft ADR (status: Proposed) following the Bitwarden ADR template. ADRs live in the centralized
bitwarden/contributing-docsrepository underdocs/architecture/adr/— there is no per-repo ADR directory. - Close-to-code documentation for the framework and example implementations (per Documentation Patterns) — a
README.mdalongside the framework code, folder-level notes near examples, and CLAUDE.md updates where new patterns are introduced. The deep skill covers what each home (close-to-code vs. centralizedcontributing-docs) is for. - ARCH idea status updated to "3️⃣ Proof of Concept".
Decision gate: Engineering leadership with Architecture Council recommendation. Proceed to Scoping / Revise PoC / Return to Research / Decline.
Deep skill: Skill(running-a-proof-of-concept) for PoC area selection, building the framework, Architecture Council prep, and ADR drafting.
Phase 4 — Scoping & Commitment
Purpose: Transform a validated PoC into a concrete implementation plan with effort estimates, team assignments, and executive commitment.
You produce:
- A High-Level Architecture Plan in Confluence under the EN-space planning folder: scope, approach (phasing, migration path), team alignment, dependencies, risk mitigation, success metrics, documentation plan.
- Child epics under the BW initiative — typically one per team or major module. Each epic carries its area of the codebase, the PoC PR reference, expected outcomes, and success criteria.
- A scheduled handoff meeting with each receiving team (1 hour per team, structured 20/15/15/10): 20 min present, 15 min Q&A, 15 min team's initial breakdown thinking, 10 min commit to a breakdown date.
- A cost/benefit analysis documented in the architecture plan.
- An initiative priority (Critical / High / Medium / Low) updated on the BW initiative.
- A leadership presentation seeking explicit go/no-go with capacity commitment.
- Operational prioritization with engineering leadership: target start date, quarter, relative priority against teams' other commitments, sprint capacity allocation.
- A finalized ADR (status: Accepted) with timeline.
- ARCH idea status updated to "4️⃣ Scoping & Commitment".
Decision gate: VP of Engineering / CTO. Proceed to Implementation / Rescope / Defer / Decline.
Critical anti-pattern: You writing the team's stories. The team does the breakdown — not you. You review breakdowns for consistency with the initiative's vision, not to rewrite stories.
Deep skill: Skill(scoping-and-handing-off-to-teams). The Phase 4→5 handoff is a work transition from the originating side; that skill composes Skill(running-work-transitions) from bitwarden-delivery-tools for the transition mechanics.
Phase 5 — Implementation
Purpose: Execute across teams. You coordinate, support, and maintain consistency — you do not implement.
You produce / maintain:
- Communication channels: optional
#initiative-<name>Slack channel with pinned PoC PR / ADR / architecture plan / Jira dashboard; bi-weekly tech-leads sync (30–45 min); optional office hours; monthly stakeholder-sync update. - A kickoff meeting with all teams (1 hour) recapping problem, solution, PoC results, dependencies, communication channels.
- Approach support — answering questions in Slack, jumping on Meets when text isn't enough, clarifying edge cases not covered in PoC.
- Review-for-consistency on early PRs from each team — not detailed code review. The team's PR review still happens inside the team.
- Cross-team consistency: early drift detection, judgment on legitimate variation vs. drift that undermines consistency, an FAQ that captures recurring questions and solutions.
- Weekly progress tracking (dashboard + Slack channel), bi-weekly tech-leads sync, monthly leadership update.
- Documentation produced progressively (drafted at 40% complete, finalized at 90%): technical guide, migration guide, ADR final updates, contributing-guide updates, runbooks as relevant.
- Knowledge transfer — a tech talk or brown bag in the final weeks (45–60 min).
- A retrospective within 2 weeks of completion (shepherd + tech leads from all affected teams, 1.5 hours).
- An impact measurement 3–6 months later against the success metrics defined in Scoping.
- ARCH idea status updated to "5️⃣ Implementation", then to its final status at completion.
Deep skill: Skill(coordinating-implementation-across-teams). For the Phase 4→5 transition's later stages (Phases 3–6 of the Work Transition Playbook on the originating side — pulse check at ~30 days, retrospective at ~90 days, closure), that skill composes Skill(running-work-transitions) from bitwarden-delivery-tools.
Cross-Cutting Practices
These apply across phases:
- Keep the ARCH idea status synchronized. The funnel-phase status (1️⃣–5️⃣) is how Architecture and engineering leadership see your initiative in JPD views. Updating only the BW initiative goes stale at the portfolio level.
- Link aggressively on the BW initiative. "Relates to" SRE/BRE/PM tickets, prior-attempt tickets, adjacent initiatives, operational tickets that emerge. The link inventory is one of the most valuable artifacts you maintain.
- Use Jira comments as a timeline. Significant decisions, stakeholder feedback, mid-course corrections, cross-team dependency resolutions — these belong in initiative comments. They become invaluable at retrospective and for future shepherds facing similar work.
- Update the initiative description as the approach evolves. It's a living summary, not a research document. Detailed research belongs in the Architectural Assessment, implementation details in epics and stories, decision rationale in the ADR.
When the Initiative Is Smaller Than the Funnel Was Designed For
The funnel is built for initiatives that genuinely span multiple teams. For an initiative that lives largely in one team's domain or one adjacent team, a tech lead may shepherd directly via bitwarden-tech-lead rather than this plugin. If you're operating as the shepherd for a small-scope initiative, run a compressed version: lighter Architectural Assessment, smaller PoC, single handoff meeting, less formal cross-team coordination during Implementation. The phases still apply; the artifacts get smaller.
The minimum invariant regardless of scope: a documented problem, a documented decision, capacity explicitly committed before Implementation starts, and a retrospective at the end.
Common Mistakes
- Skipping straight to PoC because the solution feels obvious. The Architectural Assessment is where the team's expertise gets surfaced and friction gets named. Skipping it produces solutions that stall at adoption.
- Writing the team's stories during Scoping. Faster in the moment, but the team won't own work it didn't author. Insist on the handoff and the team breakdown.
- Phase 5 without operational prioritization. Executive commitment ("yes, do this") is necessary but not sufficient. Without a target quarter, a capacity allocation, and a place in team backlogs with relative priority, epics sit.
- Reviewing every PR. You are not the team's reviewer. Review early PRs for approach alignment; trust the team for code quality.
- Letting the ARCH idea status go stale. The portfolio view depends on it. Update it at every phase transition.
- Skipping the retrospective. It's the only mechanism that improves the funnel itself. Every initiative's lessons either feed back or get re-learned.
Reference
- Software Initiative Funnel — canonical phase-by-phase document. Fetch via
get_confluence_pagewhen the full template, the entry/exit criteria, or the example timeline table is needed. - Idea-Based Initiatives — canonical BW Initiative anatomy, description template, link conventions, phase-by-phase initiative evolution.
- Work Transition Playbook — canonical six-phase transition reference; the Phase 4→5 handoff is a transition from the originating side.
- Architecture / Engineering Operating Model — how Architecture's initiative portfolio gets communicated (Architecture Initiative Review, Architecture/Platform sync).
- Related:
Skill(running-an-architectural-assessment),Skill(running-a-proof-of-concept),Skill(scoping-and-handing-off-to-teams),Skill(coordinating-implementation-across-teams),Skill(curating-the-strategy-ideas-backlog); frombitwarden-delivery-tools:Skill(navigating-the-initiative-funnel),Skill(running-work-transitions).
FAQ
What does the shepherding-an-initiative skill do?
Five-phase umbrella playbook for an initiative shepherd. Dispatches to phase-deep skills (Research, PoC, Scoping, Implementation) at the right moment.
How do I install shepherding-an-initiative?
Run npx skills add https://github.com/bitwarden/ai-plugins --skill shepherding-an-initiative in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/shepherding-an-initiative/ (personal) or .claude/skills/shepherding-an-initiative/ (project).
Which AI agents can use shepherding-an-initiative?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is shepherding-an-initiative safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains shepherding-an-initiative?
It is published by bitwarden in bitwarden/ai-plugins, and it is an official skill from the maker of the technology it covers. It has 50 recorded installs.
More from bitwarden/ai-plugins
reviewing-security-architecture
bitwarden/ai-plugins
This skill should be used when the user asks to "review the security architecture", "check authentication patterns", "evaluate trust boundaries", "review encryption implementation", "assess authorization design", or needs to evaluate system designs for authentication, authorization, data protection, or cryptographic correctness.
threat-modeling
bitwarden/ai-plugins
This skill should be used when the user asks to "create a threat model", "define security goals", "generate a data flow diagram", "write security definitions", "perform an initial security assessment", or needs to produce threat model artifacts for new features or architecture changes.
retrospecting
bitwarden/ai-plugins
Performs comprehensive analysis of Claude Code sessions, examining git history, conversation logs, code changes, and gathering user feedback to generate actionable retrospective reports with insights for continuous improvement.
avoiding-false-positives
bitwarden/ai-plugins
Use this skill to validate findings during a code review. For each finding, run the rejection criteria and verification checks. If a finding fails any check, drop it. In PR mode it also holds the once-per-review stacked-PR gate that decides whether completeness findings apply to the pull request at all.
reviewing-claude-config
bitwarden/ai-plugins
Open the skill to read its SKILL.md instructions.
posting-review-summary
bitwarden/ai-plugins
Use this skill when posting the final summary comment, including its No Verdict form when nothing could be reviewed and no inline comments exist. Otherwise apply as the LAST step of code review, after all findings are classified and inline comments are complete. Detects context (caller-declared local-file output, agent mode sticky comment, GitHub Actions MCP tool, or local file) and routes output accordingly.
Popular productivity & automation skills
agent-browser
vercel-labs/agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.
lark-doc
open.feishu.cn
飞书云文档(Docx / Wiki)内容操作:读取、创建、编辑文档,插入或下载图片附件,以及操作思维笔记。用户提供文档 URL/token(包括 doubao.com 的 /docx/、/wiki/)时使用;按 URL 路径/token 而非域名路由;/page/ 是妙搭应用,非飞书云文档。文档内嵌资源按读取参考中的统一规则分流。独立评论操作走 lark-drive;随正文读取评论使用 docs +fetch。表格或 Base 内部数据操作不在本 skill。
lark-base
open.feishu.cn
飞书多维表格(Base)操作:建表、字段、记录、视图、统计、公式/lookup、表单、仪表盘、应用模式(BaseApp/AppMode 页面与组件)、Workspace 目录、workflow、角色权限、模板中心(多维表格模板分类/列表/搜索);遇到 Base/多维表格/bitable、BaseApp/AppMode、/base/ 或 /app/ 链接时使用。BaseApp 不走 lark-apps;文件导入/导出转 lark-drive,认证/授权转 lark-shared。
lark-drive
open.feishu.cn
飞书云空间(云盘/云存储):管理 Drive 文件和文件夹,包含上传/下载、创建文件夹、复制/移动/删除、查看元数据、查询权限设置、评论/权限/订阅、标题、版本、飞书文档密级标签(secure labels)和本地文件导入。用户需要整理云盘目录、处理云空间资源 URL/token、判断链接类型/真实 token/标题,或导入 Word/Markdown/Excel/CSV/PPTX/.base 为 docx/sheet/bitable/slides 时使用;doubao.com 云空间 URL/token 也按资源路径和 token 路由,不回退 WebFetch。不负责:文档内容编辑(走 lark-doc)、表格/Base 表内数据操作(走 lark-sheets/lark-base)、知识空间节点/成员管理(走 lark-wiki)、原生 Markdown 文件读写/patch/diff(走 lark-markdown)。
lark-shared
open.feishu.cn
Use for lark-cli setup/auth tasks: auth login/status/logout, user vs bot identity, business-domain permissions (--domain, including all/docs/drive), missing scopes, revoking authorization, or handling notice JSON.
lark-im
open.feishu.cn
飞书即时通讯:收发消息和管理群聊。发送和回复消息、搜索聊天记录、管理群聊成员、上传下载图片和文件、管理表情回复、发送应用内/短信/电话加急、发送和处理交互卡片(Interactive Card)、监听卡片按钮回调(card.action.trigger)。当用户需要发消息、查看或搜索聊天记录、下载聊天中的文件、查看群成员、搜索群、创建群聊或话题群、管理标记数据、管理 Feed 置顶(添加/移除/查询置顶会话)、管理标签数据、处理卡片回调时使用。