菜单
Show sweep's measured impact as a compact scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display, not a persistent mode, and not a per-repo number. Trigger: /sweep-gain, "sweep gain", "what does sweep save", "show sweep impact", "sweep scoreboard".
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Quick-reference card for all sweep modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /sweep-help, "sweep help", "what sweep commands", "how do I use sweep".
Forces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen everything: question whether the task needs to exist at all (YAGNI), reach for the standard library before custom code, native platform features before dependencies, one line before fifty. Supports intensity levels: lite, full (default), ultra. Use on ANY coding task: writing, adding, refactoring, fixing, reviewing, or designing code, and choosing libraries or dependencies. Also use whenever the user says "sweep", "be lazy", "lazy mode", "simplest solution", "minimal solution", "yagni", "do less", or "shortest path", or complains about over-engineering, bloat, boilerplate, or unnecessary dependencies. Do NOT use for non-coding requests (general knowledge, prose, translation, summaries, recipes).
Whole-repo audit for over-engineering. Like sweep-review, but scans the entire codebase instead of a diff: a ranked list of what to delete, simplify, or replace with stdlib/native equivalents. Use when the user says "audit this codebase", "audit for over-engineering", "what can I delete from this repo", "find bloat", "sweep-audit", or "/sweep-audit". One-shot report, does not apply fixes.
Harvest every `shortcut:` comment in the codebase into a debt ledger, so the deliberate shortcuts and deferrals sweep leaves behind get tracked instead of rotting into "later means never". Use when the user says "sweep debt", "/sweep-debt", "what did sweep defer", "list the shortcuts", "sweep ledger", or "what did we mark to do later". One-shot report, changes nothing.
Code review focused exclusively on over-engineering. Finds what to delete: reinvented standard library, unneeded dependencies, speculative abstractions, dead flexibility. One line per finding: location, what to cut, what replaces it. Use when the user says "review for over-engineering", "what can we delete", "is this over-engineered", "simplify review", or invokes /sweep-review. Complements correctness-focused review, this one only hunts complexity.
| name | sweep-gain |
| description | Show sweep's measured impact as a compact scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display, not a persistent mode, and not a per-repo number. Trigger: /sweep-gain, "sweep gain", "what does sweep save", "show sweep impact", "sweep scoreboard". |
Display this scoreboard when invoked. One-shot: do NOT change mode, write flag files, or persist anything.
These numbers are gated, not raw. A "minimal" diff that drops a test, validation, or security guard is scored unsafe and earns zero efficiency credit — less code is only a win when it stays correct and safe. That is the whole point, and it is what separates sweep from a one-liner prompt.
The figures are the published benchmark medians (5 everyday tasks: email validator, debounce, CSV sum, countdown timer, rate limiter; three models: Haiku, Sonnet, Opus). They are measured, not computed from the current repo. Source: the upstream ponytail benchmark.
Render plain ASCII bars. The bar length shows the measured range; the label carries the exact figure:
sweep gain benchmark median · 5 tasks · 3 models
Lines of code no-skill ███████████████████ 100%
sweep ██▌················· 6–20% ▼ 80–94%
Cost no-skill ███████████████████ 100%
sweep ████▌·············· 23–53% ▼ 47–77%
Speed sweep ▸ 3–6× faster
This repo: /sweep-debt (shortcuts you deferred)
/sweep-audit (what's still cuttable)
These are benchmark medians, not this repo. NEVER print a per-repo savings
number ("you saved X lines/tokens here"): the unbuilt version was never
written, so there is no real baseline to subtract from in a live repo. The
only real per-repo figures come from /sweep-debt (a counted ledger of
shortcut: markers), and this card points there instead of inventing one.
One-shot display. Edits nothing, changes no mode. "stop sweep" or "normal mode": revert.