writing-skills
OBobra/superpowers298k近 7 天新增 2,631 个 star
About to write ONE symbol (even a 'quick' one-liner) or add a dependency: reuse before you reinvent. Finds the building block that already exists, the house pattern to imitate, the duplicate you'd recreate, a vendored dependency. An interface or whole feature → before-you-build. One --exemplar or --grep call at most.
Routing — pick the right door: • Starting a whole FEATURE (multi-symbol, needs a plan / interface / sizing) → ripwire-before-you-build. • The cross-cutting map-before-you-read token discipline for any read → ripwire-orient (
map-before-you-read.md). • Judging whether what you wrote got better or worse before "done" → ripwire-quality-bar. • Not sure which skill? → ripwire-router.
The cheapest, simplest, most readable code is the code you don't write. Before authoring anything
non-trivial, spend one ripwire call (on PATH) to find what already exists.
This is the load-bearing rule, not a style preference: similarity-retrieved "here's similar code, paste it" measurably HURTS — up to −15% Pass@1 (arXiv:2503.20589). What helps is API/type-signature context (+17-20%) and dependency-graph-structured retrieval (+6 EM; enabled 5/6 multi-file edits vs 0/6 without a graph). ripwire's shape — signatures + call-graph + role-ranked exemplars — is the validated retrieval shape; "find me a similar-looking snippet" is the anti-pattern to avoid, even though it's the tempting first instinct.
ripwire <dir> --for="<what you're about to build>" → ranked existing
signatures (plus, when the code has them, the <lego> / <compose> HAS-A blocks — what a class already
owns; a block that would cost more than its count arrives as a counted stub, shown="0" with a next=,
and --sections=lego,compose restores both in full). If you can name the helper you suspect exists, query it verbatim (--for="parseByteSize") — --for
auto-routes to name-exact retrieval and lands it at recall@1 ~99%. It also carries
the quality lens (cx/ccx/in/churn/amp/tested) so you see which
candidates are safe to extend. Often the thing exists — compose from it.ripwire <dir> --exemplar=fn|method|class|struct|iface|var --legend=compact (a kind) or
--exemplar="<task in words>" (the top match's kind is inferred) returns the repo's single best-in-class
instance of that shape: highest fan-in, lowest cognitive complexity, tested=1 where possible — selected
by ROLE, not text similarity. It returns the full body under <bodies>. Copy its shape (structure,
error handling, naming), not its text — it is a model to imitate, not a relevant-code search.ripwire <dir> --grep="<a word from the behavior>" --legend=compact, or a NARROWED
graph query: --graph-query='and(file(all,"<area>"),kind(all,fn))'. (Bare kind(all,fn) is ranked by
importance + capped at --top-k, so it's safe — but narrowing by file()/name()/callers() finds the
relevant building block, not just the globally-important one.) → implementations to reuse or extend.ripwire <dir> --clones --legend=compact → if your intended body matches an existing one, call it
instead. Rule of Three: extract a shared helper on the third occurrence, not the second — and prefer
a little duplication over the wrong abstraction (a helper you bend with boolean flags is worse than two
honest copies).ripwire <dir> --external-surface --legend=compact (what the tree already depends on; the default is a
100-row window with the sh builtins dropped and counted as builtins_excluded= — --include-builtins keeps them) and
--uses=NAME (the import role). Reuse an in-tree dependency before adding a new one: a new dep is build
weight, supply-chain surface, and one more thing every reader must learn — it has to earn its place.ripwire <git-url> (https://
or git@; shallow-clones to a temp cache dir, then maps it like any local tree — --refetch forces a fresh
clone instead of reusing the cached one). Run --report/--hotspots/--deps on it before you commit to
the dependency: is it actually small and well-factored, or a god-file waiting to become your problem?ripwire <dir> --for="<the area>" shows the surrounding naming, layout, and
error-handling style. Mirror it so your diff reads like the file, not like a graft (cache-friendly for the
reader and for KV-cache reuse).Then hand off to ripwire-quality-bar before you call it done.
OBobra/superpowers298k近 7 天新增 2,631 个 star
OBobra/superpowers298k近 7 天新增 2,631 个 star
MAmattpocock/skills288k近 7 天新增 10,178 个 star
MAmattpocock/skills288k近 7 天新增 10,178 个 star
MAmattpocock/skills288k近 7 天新增 10,178 个 star
MAmattpocock/skills288k近 7 天新增 10,178 个 star