flow
GitHub管理开发生命周期流程,支持并行Agent协作与状态路由。通过flow-state确定项目模式,协调构建、测试等阶段,实现上下文共享和优先级引导。
Trigger Scenarios
Install
npx skills add Lifecycle-Innovations-Limited/claude-ops --skill flow -g -y
SKILL.md
Frontmatter
{
"name": "flow",
"effort": "medium",
"maxTurns": 20,
"description": "OPS on-demand: This skill should be used when the user asks to \"\/ops:flow\", \"dev lifecycle\", or \"where…",
"allowed-tools": [
"Bash",
"Read",
"Grep",
"Glob",
"Skill",
"Agent",
"TeamCreate",
"SendMessage"
],
"argument-hint": "[stage|intent] [args]"
}
Agent Teams support
If CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1 is set, use Agent Teams when a
lifecycle stage fans out into parallel, coordinated work (e.g. build + test +
review running together, or a multi-repo ship). This enables:
- Stage agents share context mid-flight (the test agent surfaces a regression → the build agent pivots before review starts)
- You can steer priorities in real time ("land the API change first, then docs")
- Agents report progress as each stage completes, so you sequence the merge
Team setup (only when the flag is enabled, and only for genuinely parallel stages):
TeamCreate("flow-lifecycle")
Agent(team_name="flow-lifecycle", name="stage-build", ...)
Agent(team_name="flow-lifecycle", name="stage-test", ...)
Steer with SendMessage / broadcast; share work via TaskCreate/TaskUpdate.
If the flag is NOT set, fall back to standard fire-and-forget subagents (the default), or just route the stage to its single canonical command inline.
Runtime Context
Before routing, compute where the user is on the lifecycle:
# FLOW_TARGET: the project you are actually working on. Default to the shell's
# cwd, but pass an explicit path when the harness's tool cwd is not the project
# (see the mode-resolution note below).
FLOW_TARGET="${FLOW_TARGET:-$PWD}"
FLOW_STATE=""
for _d in "${CLAUDE_PLUGIN_ROOT:-}" \
"$HOME/Developer/repos/claude-ops/claude-ops" \
"$HOME/external-skills/claude-ops" \
"$HOME/.claude/plugins/marketplaces/ops-marketplace/claude-ops" \
"$HOME/Projects/claude-ops/claude-ops"; do
[ -n "$_d" ] && [ -x "$_d/bin/flow-state" ] && { FLOW_STATE="$_d/bin/flow-state"; break; }
done
[ -n "$FLOW_STATE" ] || { echo "flow: no executable bin/flow-state found" >&2; exit 1; }
"$FLOW_STATE" "$FLOW_TARGET"
Both failures are fail-closed on purpose. If no helper resolves, or the
target path is not a directory, stop and say so — do not route. MODE is what
decides GSD vs gstack, so routing without it silently picks the wrong half of
the lifecycle, which is worse than an error.
Use ${CLAUDE_PLUGIN_ROOT:-}, not $CLAUDE_PLUGIN_ROOT: the bare form aborts
under set -u, and an unguarded ${CLAUDE_PLUGIN_ROOT}/bin/flow-state expands
to the absolute path /bin/flow-state when the variable is unset.
Always pass the target path explicitly. flow-state defaults to $PWD,
and on some harnesses the shell tool does NOT run in the directory the user
launched from — Hermes, for example, runs terminal commands in $HOME. A
bare flow-state there inspects the home directory, finds no .planning/,
and reports MODE=AD-HOC for every project. PROJECT-MODE then never triggers,
so the GSD phase state machine is silently unreachable and every request falls
through to the ad-hoc gstack lifecycle. Resolve the project directory first
(the repo the user named, or the one under discussion) and pass it.
This prints: mode (PROJECT / AD-HOC), current .planning/ phase (if any),
open PRs, and deploy state — the "you are here" marker. Read it first so
mode-sensitive routes (build / ship / review) resolve correctly.
The canonical map lives in LIFECYCLE-MAP.md (same dir). Read it when you need the
full per-stage ownership table; the dispatch table below is the routing copy.
FLOW — One Lifecycle Entrypoint
Load ops-rules before acting. Public repo (no personal data). Outbound: one draft → one approval → one send. If AskUserQuestion / Workflow are missing, follow Rule 10 in ops-rules (Hermes: numbered options / two-turn Telegram card; delegate_task).
The one rule: pick the abstraction level from repo state, then delegate to the canonical tool.
- PROJECT-MODE (git root has
.planning/): drive the GSD phase state machine; GSD phases call gstack/ops tools as sub-steps. - AD-HOC-MODE (no
.planning/): run the gstack stateless lifecycle. - OPS (
/ops:*): always available in either mode.
Route $ARGUMENTS (first token = intent) using this table:
| Intent keywords | Resolves to |
|---|---|
| (empty), map, here, where | print map (Read LIFECYCLE-MAP.md) + bin/flow-state output. Stop — do not delegate. |
| ideate, brainstorm, office-hours | /office-hours |
| hard-truths, yolo | /ops:ops-yolo |
| spec, specify, scope, issue | /spec $REST |
| plan, roadmap, phase-plan | project → gsd-plan-phase; ad-hoc → /autoplan |
| ultraplan, deep-plan | gsd-ultraplan-phase |
| design, ui, mockup, html | /design-consultation $REST |
| build, execute, implement, code | multi-project (checked FIRST) → gsd-manager; else project → gsd-execute-phase; ad-hoc → direct edits in an isolated worktree |
| feature-dev, fd, feature, architect-feature | /feature-dev $REST (overlay — optional structured pipeline before/alongside build; does not replace GSD execute) |
| review, code-review, cr | /review — project also runs gsd-code-review |
| security, cso, sec-review | /cso |
| test, qa | /qa $REST — project also runs gsd-verify-work |
| ios-qa, ios-test | /ios-qa |
| ship, land | project → gsd-ship; ad-hoc single-repo → /ship; multi-repo salvage → /ops:ops-merge |
| deploy, release, rollout | /ops:ops-deploy then /canary |
| canary | /canary |
| monitor, fires, incidents | /ops:ops-fires |
| status, health | /ops:ops-status |
| retro, reflect | /retro |
| learn | /learn |
| ops, inbox, comms, marketing, finops, voice, home, daemon | /ops:ops $ARGUMENTS (hand the whole arg string to the ops sub-router) |
| projects, portfolio | /ops:ops-projects |
| debug, investigate, root-cause, why | /investigate — project also runs gsd-debug |
| explore, onboard, understand, codebase | project → gsd-map-codebase / gsd-onboard; ad-hoc → gsd-explore |
| spike, prototype, try | gsd-spike (throwaway, never lands) |
| docs, document, readme | /document-generate — project also gsd-docs-update; post-ship /document-release |
| diagram, chart, excalidraw, mermaid | /diagram |
| pdf, export | /make-pdf |
| scrape, extract, pull-data | /scrape (codify a repeat flow with /skillify) |
| save-context, park, resume | /context-save / /context-restore — project → gsd-pause-work / gsd-resume-work |
| freeze, guard, scope-edits | /freeze (dir scope), /guard (full), /careful (destructive-cmd warnings), /unfreeze |
| design-review, ux-audit | /design-review; iOS → /ios-design-review; devex → /devex-review |
| ios-fix, ios-clean, ios-sync | /ios-fix, /ios-clean, /ios-sync |
| benchmark, perf, regression | /benchmark |
Routing notes
- Hermes: gstack targets are files, not skills. Every gstack route below
(
/qa,/ship,/spec,/review,/cso,/autoplan,/canary,/retro,/learn,/office-hours,/design-consultation,/ios-qa,/browse) lives OUTSIDE the indexed skills tree at~/.local/share/gstack/<name>/SKILL.md, deliberately, so its ~950k tokens do not load into every context.skill_view("qa")WILL fail. Load the route withread_file ~/.local/share/gstack/<name>/SKILL.md, then follow it. Thegstack-indexskill lists all 54 names. GSD routes are normal skills and do resolve viaskill_view(gsd-plan-phase,gsd-execute-phase, ...). $REST=$ARGUMENTSwith the leading intent token removed.- Mode resolution: use the
MODE=line fromflow-state, and pass it the PROJECT path (see Runtime Context). PROJECT when the git root has.planning/; AD-HOC otherwise. If you did not pass a path and the harness runs shell commands somewhere other than the project (Hermes uses$HOME),MODEis meaningless — it describes that directory, not the user's work. A universalAD-HOCacross unrelated projects is the symptom. "multi-project" = the user named >1 repo/project or asked for portfolio-wide work. - Delegation only. This skill never does the work itself — it invokes the
canonical command via the
Skilltool (or prints the route if the target is a personal/plugin slash-command the model should call next). After routing, the target skill's own## CLI/API Referencegoverns execution. - Ambiguity: if intent spans two stages, prefer the earliest unfulfilled
stage for the current
flow-stateposition. opspassthrough: for anyops*intent, forward the entire$ARGUMENTSto/ops:ops— it has its own sub-router; do not pre-parse it.
Bare /flow
If $ARGUMENTS is empty: Read LIFECYCLE-MAP.md, then reuse the Runtime
Context result above (the same "$FLOW_STATE" "$FLOW_TARGET" invocation — do
not call bin/flow-state bare, it would report on the harness's cwd rather
than the project), and present the lifecycle map with the current position
highlighted. Offer the next canonical stage as the suggested action.
Do not auto-advance.
CLI/API Reference
Router only — no direct tool calls. bin/flow-state is the sole helper
(detects mode + position). All execution is delegated to the canonical
target skill after routing.
Version History
-
6f1e3e0
Current 2026-08-27 09:30
修复了 flow-state 未显式接收项目路径导致的模式识别错误,增强了对无效目标或工具缺失的失败处理机制。
- 64bad13 2026-08-12 08:59


