active/sw-loop/SKILL.md
Run explicitly requested swarm workflows for feature delivery.
npx skillsauth add kevinslin/skills sw-loopInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Use this skill to run multi-agent feature work as a controlled swarm. Keep orchestration disciplined: define the critical path, delegate bounded sidecars, integrate results centrally, and do not let review or verification turn into unowned follow-up.
Treat the active milestone stack as sticky session context. Once a thread has an approved bundle, keep that bundle in the thread state and only restate it when the stack or phase changes.
$dev.loop alone for simple single-threaded work. Use this skill only
when multiple agents materially help.$mem to resolve the intended base, root, schemas, and file rules. Do this by artifact intent, not by path shape: $mem roots may be anywhere and may not contain .mem.schemas ag-dir-v2.$sw-ctrl spec to own intake, decomposition, delegation, monitoring,
and integration.$specy to create a feature spec with milestones, risks, and
explicit verification targets.$dev.review to critique the spec and apply straightforward
spec improvements before coding.cody subagent (if available) for writing code, with $dev.loop
owning the approved plan, phase gates, and integration.$dev.review passes for
code review, slop, documentation review, and dead code cleanup$dev.loop in a separate subagent
after review fixes land.trigger:push-pr as the final
delivery step unless the user explicitly said not to push.$sw-ctrl manager role immediately.$specy to create a feature spec first unless one already exists. If the spec is durable project memory, route the artifact root through $mem before creating or updating the spec folder.$dev.review against the speccody subagent for code-writing work. Give it the approved plan,
explicit file/module ownership, expected tests, and the relevant $dev.loop
phase context.$dev.loop as the implementation workflow owner for plan execution,
integration, verification planning, cleanup, and delivery gates.trigger:loop $dev.review subagents with disjoint scopes:
Require each reviewer to return concrete findings with file references and proposed actions.
If a proposed fix is straightforward and does not require user input, apply it in the subagent or integrate it locally. If the fix changes product direction, policy, or unclear ownership, bubble it up for human review instead of guessing.
$dev.loop.trigger:push-pr.$mem-resolved active spec folder when using schemas ag-dir-v2, and report the selected base plus concrete path in the handoff.Only finish when the spec, implementation, review follow-up, verify track, and PR push are all resolved, or when the ambiguity/plan-review gate explicitly requires stopping for user input.
development
Generate incremental Slack digests for channels, topics, and categories.
testing
Audit an OpenClaw maturity-scorecard surface into an evidence-backed component score report. Use when given a surface from an OpenClaw maturity-scorecard.md and asked to score coverage, quality, readiness, or generate a detailed surface report plus per-component subreports.
tools
Turn an existing concrete spec into a reusable generic spec template. Use when asked to create a generic spec, template spec, reusable implementation template, or generalized version of a spec from a specific implementation such as one plugin, channel, integration, feature, or PR.
data-ai
Trace how something works with an investigator subagent and a skeptical reviewer subagent.