一键在 Manus 中运行任何 Skill

$pwd:

cleanup-slop

Name: Cleanup Slop
Author: raintree-technology

// Strip AI slop, narration comments, restated-code comments, in-motion notes, and stub markers. Preserves comments that explain WHY (workarounds, invariants, surprising behavior). Comment-only changes — never touches code logic. Use when the user asks to remove AI slop, clean up comments, strip narration, or remove unhelpful comments. Example queries — "remove the AI slop", "strip the narration comments", "clean up unhelpful comments", "delete the comments that just restate the code".

在 Manus 中运行

$ git log --oneline --stat

stars:76

forks:8

updated:2026年4月24日 22:43

SKILL.md

readonly

related-skills.json

同仓库

cleanup-all.md

from "raintree-technology/claude-starter"

Run all 8 cleanup skills in sequence: unused → cycles → dedupe → types → weak-types → defensive → legacy → slop. Each step verifies before the next runs; halts on first failure. Produces one consolidated report. Use when the user asks to clean up the whole codebase, run all cleanup skills, do a full code-quality pass, or sweep the repo. Example queries — "clean up the whole codebase", "run a full code-quality pass", "sweep this repo", "do all the cleanups in order".

2026-04-2476

cleanup-cycles.md

from "raintree-technology/claude-starter"

Detect and untangle circular dependencies. Runs madge/skott (TS), pycycle (Py), or compiler-only checks (Go/Rust). Auto-fixes leaf-extractable cycles; reports core cycles for human review. Use when the user asks to find circular imports, fix dependency cycles, or untangle module graph. Example queries — "find circular imports", "fix dependency cycles", "untangle our module graph", "why is madge complaining".

2026-04-2476

cleanup-dedupe.md

from "raintree-technology/claude-starter"

Detect duplicated code blocks and refactor to DRY where it reduces complexity. Runs jscpd (multi-language), filters by signal-to-noise, and auto-extracts only token-identical blocks ≥30 LOC. Use when the user asks to deduplicate, DRY up, find copy-paste, or consolidate repeated logic. Example queries — "DRY this up", "find copy-paste in the codebase", "consolidate repeated logic", "where are the duplicated blocks".

2026-04-2476

cleanup-defensive.md

from "raintree-technology/claude-starter"

Remove pointless try/catch blocks and defensive guards that hide errors or add no value. Preserves catches at true system boundaries (HTTP handlers, CLI entry, message consumers). Use when the user asks to remove try/catch, fix error hiding, clean up defensive code, or stop swallowing errors. Example queries — "remove pointless try/catch", "we're swallowing errors", "stop hiding bugs in catch blocks", "clean up the defensive code".

2026-04-2476

cleanup-legacy.md

from "raintree-technology/claude-starter"

Find and remove deprecated, legacy, and fallback code paths with zero callers. Verifies callers via repo grep + LSP before deletion. Removes unreachable fallback branches. Use when the user asks to remove deprecated code, clean up legacy paths, drop fallbacks, or simplify code branches. Example queries — "remove the deprecated API", "drop the v1 fallback", "this code is marked legacy, kill it", "simplify these branches".

2026-04-2476

cleanup-types.md

from "raintree-technology/claude-starter"

Find duplicated or fragmented type/interface definitions across files and consolidate to a shared types module. TypeScript-first; also handles Python dataclasses/TypedDicts and Go structs. Use when the user asks to consolidate types, find duplicate interfaces, or organize type definitions. Example queries — "consolidate our types", "find duplicate interfaces", "this same type is defined in three files", "organize the type definitions".

2026-04-2476

package.json

"author": "raintree-technology"

"repository": "raintree-technology/claude-starter"

打开 GitHub 仓库查看创作者相关仓库

$ install --global

$ download --local

在 Manus 中运行

$ useful --forSOC

软件开发工程师计算机与数学类职业15-1252L4

# Comment Slop Assessment — YYYY-MM-DD ## Summary - Comments scanned: N - HIGH (delete): X - Restated code: x1 - In-motion narration: x2 - Stub markers: x3 - AI platitudes: x4 - Empty docstrings: x5 - MEDIUM (review): Y — stale TODOs >6mo, generic JSDoc on internal funcs - PRESERVED: Z — comments with citations, invariants, warnings ## Findings ### HIGH — `lib/format.ts:12` ```ts // Returns the formatted string function format(s: string): string { ... }

## Apply **Auto-delete HIGH only. NEVER touch code logic.** ### Confidence rubric **HIGH (delete the comment line):** - Pattern A-E above, AND - The comment is immediately above or beside code (not a section header) - Removing it doesn't leave a dangling reference (no other comment refers to it) **MEDIUM (report only):** - Stale TODO/FIXME with no detail (>6 months by git blame) - Generic JSDoc/docstring on internal functions (could be deleted but might satisfy a lint rule — let human decide) - Comments that summarize a complex algorithm — usually useful, but if the algorithm is named (e.g., `quickselect`), summary may be redundant **PRESERVE always:** - Citations (issues, PRs, RFCs, specs) - Invariants and load-bearing constraints - Workaround explanations with reason - License/copyright - Type pragmas / lint disables - JSDoc on public exports ### Execution 1. Use Edit to delete each HIGH comment line. Preserve indentation of surrounding code. 2. If a comment block is multi-line and ALL lines are slop, delete the whole block. 3. If a comment block has a slop preamble + a useful warning, delete only the slop preamble. 4. Single commit: `chore(cleanup): cleanup-slop — removed N unhelpful comments`. ## Verify Comment changes can't break logic, but they can break: - Doc generators (TypeDoc, Sphinx) if a JSDoc/docstring on a public API was removed - Markdown extraction tools ```bash # Lint catches some malformed-comment issues bunx biome check . 2>&1 || npx eslint . 2>&1 ruff check . 2>&1 # If docs build script exists, run it bun run docs 2>/dev/null || npm run docs 2>/dev/null || true

cleanup-slop

Preflight

Detect

Patterns to find (HIGH-confidence slop)

Patterns to PRESERVE

Assess

HIGH — `services/user.ts:88`

HIGH — `apps/api/middleware/auth.ts:5`

MEDIUM — `lib/parse.ts:34`

PRESERVED — `apps/api/middleware/auth.ts:42`

Critical Assessment

Output

NEVER

Preflight

Detect

Patterns to find (HIGH-confidence slop)

Patterns to PRESERVE

Assess

HIGH — `services/user.ts:88`

HIGH — `apps/api/middleware/auth.ts:5`

MEDIUM — `lib/parse.ts:34`

PRESERVED — `apps/api/middleware/auth.ts:42`

Critical Assessment

Output

NEVER

name	cleanup-slop
description	Strip AI slop, narration comments, restated-code comments, in-motion notes, and stub markers. Preserves comments that explain WHY (workarounds, invariants, surprising behavior). Comment-only changes — never touches code logic. Use when the user asks to remove AI slop, clean up comments, strip narration, or remove unhelpful comments. Example queries — "remove the AI slop", "strip the narration comments", "clean up unhelpful comments", "delete the comments that just restate the code".
argument-hint	[scope (optional path or glob)]
user-invocable	true

cleanup-slop

同仓库更多 Skills

同仓库更多 Skills

Preflight

Detect

Patterns to find (HIGH-confidence slop)

Patterns to PRESERVE

Assess

HIGH — services/user.ts:88

HIGH — apps/api/middleware/auth.ts:5

MEDIUM — lib/parse.ts:34

PRESERVED — apps/api/middleware/auth.ts:42

Critical Assessment

Output

NEVER

Preflight

Detect

Patterns to find (HIGH-confidence slop)

Patterns to PRESERVE

Assess

HIGH — services/user.ts:88

HIGH — apps/api/middleware/auth.ts:5

MEDIUM — lib/parse.ts:34

PRESERVED — apps/api/middleware/auth.ts:42

Critical Assessment

Output

NEVER

HIGH — `services/user.ts:88`

HIGH — `apps/api/middleware/auth.ts:5`

MEDIUM — `lib/parse.ts:34`

PRESERVED — `apps/api/middleware/auth.ts:42`

HIGH — `services/user.ts:88`

HIGH — `apps/api/middleware/auth.ts:5`

MEDIUM — `lib/parse.ts:34`

PRESERVED — `apps/api/middleware/auth.ts:42`