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knowledge-base

397

ce-compound-refresh

Refresh stale or drifting learnings and pattern docs in docs/solutions/ by reviewing, updating, consolidating, replacing, or deleting them against the current codebase. Use after refactors, migrations, dependency upgrades, or when a retrieved learning feels outdated or wrong. Also use when reviewing docs/solutions/ for accuracy, when a recently solved problem contradicts an existing learning, when pattern docs no longer reflect current code, or when multiple docs seem to cover the same topic and might benefit from consolidation.

udecode

documentation

knowledge-base

397

section-bindings

Bind papers to chapter-level sections first, writing `outline/section_bindings.jsonl` and `outline/section_binding_report.md`. **Trigger**: section bindings, chapter bindings, section-first binding, 章节绑定, 章级绑定. **Use when**: survey structure should measure chapter saturation before stable H3 decomposition. **Skip if**: chapter skeleton is missing or the bindings are already refined. **Network**: none. **Guardrail**: NO PROSE; do not invent papers; produce auditable PASS/BLOCKED/REROUTE signals.

WILLOSCAR

documentation

literature-writing

397

opener-variator

Rewrite subsection openers so they stop reading like a generated table-of-contents: remove \"overview/narration\" stems and reduce repeated opener cadences across H3s. **Trigger**: opener variator, opener rewrite, rewrite openers, overview opener, 开头改写, 小节开头, 去overview, 去旁白. **Use when**: `writer-selfloop` is PASS but flags repeated opener stems / overview narration in `output/WRITER_SELFLOOP_TODO.md`, or the draft still has a subtle “generator cadence”. **Skip if**: you are pre-C2 (NO PROSE), or the section is evidence-thin (route upstream; don’t stylize filler). **Network**: none. **Guardrail**: do not invent facts; do not add/remove/move citation keys; do not move citations across subsections; keep meaning intact.

WILLOSCAR

lifestyle

academic

397

argument-selfloop

Argument self-loop: maintain an argument ledger + premise consistency report for drafted sections. **Trigger**: argument self-loop, argument chain, premise consistency, section self-check, paragraph contract, 论证自循环, 论证链路, 前提一致性, 段落论证动作. **Use when**: you are in C5 (PROSE allowed), `sections/*.md` exist, and you want to prevent “smooth but hollow” writing by enforcing argument moves + premise hygiene before merge. **Skip if**: you are pre-C2 (NO PROSE), or evidence packs are scaffolded/thin (route upstream to `evidence-selfloop` first). **Network**: none. **Guardrail**: do not invent facts; do not add/remove/move citation keys; do not move citations across subsections; the argument ledger is an intermediate artifact and must never be inserted into the paper.

WILLOSCAR

research

academic

397

paragraph-curator

Structured paragraph curation for C5: **select -> evaluate -> subset -> fuse**, so drafts converge instead of only expanding. **Trigger**: paragraph curator, curation, select evaluate fuse, paragraph selection, 选段, 评价, 融合, 收敛, 去冗余. **Use when**: you are in C5, `sections/*.md` exist, and the writing loop drifts toward 'longer by accumulation' (repetition, redundant paragraphs, weak synthesis). **Skip if**: evidence packs are thin / `evidence-selfloop` is BLOCKED; or you are pre-C2 (NO PROSE). **Network**: none. **Guardrail**: do not invent facts; do not add/remove citation keys; do not move citations across subsections; keep section-level claims consistent with `output/ARGUMENT_SKELETON.md# Consistency Contract`.

WILLOSCAR

research

academic

397

appendix-table-writer

Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys. **Trigger**: appendix tables, publishable tables, survey tables, reader tables, 附录表格, 可发表表格, 综述表格. **Use when**: you have C4 artifacts (evidence packs + anchor sheet + citations) and want tables that look like a real survey (not internal logs). **Skip if**: `outline/tables_appendix.md` already exists and is refined (>=2 tables; citation-backed; no placeholders; not index-y). **Network**: none. **Guardrail**: no invented facts; no pipeline jargon; no paragraph cells; use only keys present in `citations/ref.bib`.

WILLOSCAR

research

academic

397

thesis-citation-enhance-review

为中文毕业论文补强并核验引用：找出必须有引文支撑的句子，扩展候选文献，检查引用与论断是否匹配，并回写参考文献与正文引用。 **Trigger**: 引用补强, citation enhance, 文献补充, 引用核验, 毕业论文参考文献检查. **Use when**: 正文已有一定稳定度，需要系统补足背景、定义、对照工作和关键结论的引用支撑，并检查是否存在误引或漏引。 **Skip if**: 还没有稳定正文，或当前仅在做早期结构重构。 **Network**: optional. **Guardrail**: 不为了堆引用而堆引用；引用必须与论断匹配；先补对，再补多。

WILLOSCAR

research

academic

397

thesis-style-polisher

对中文毕业论文做最终润色与去 AI 味：重点处理章首导言、章末小结、贡献描述、总结与展望中的模板腔、宣传腔与 AI 口癖。 **Trigger**: 论文润色, thesis style polish, 去 AI 味, 中文论文风格统一, 章首导言润色, 总结展望润色. **Use when**: 结构、证据、数据和编译已经基本稳定，需要做最后一轮中文学位论文风格收口。 **Skip if**: 正文结构还在大改，或关键引用 / 数字 / 图表还没稳定。 **Network**: none. **Guardrail**: 不用润色掩盖结构问题；不引入新事实；先去模板腔，再做措辞提升。

WILLOSCAR

research

academic

397

thesis-chapter-reconstructor

围绕毕业论文主线重构章节：把原论文式叙事改成学位论文式叙事，重写章节目标、内容比重、前后承接与论证方式。 **Trigger**: 章节重构, chapter reconstructor, 毕业论文主线重构, paper 变 thesis, 章节改写. **Use when**: 你已经知道每份材料在毕业论文中的角色，但当前章节仍然像原论文翻译、拼接或卖点展示。 **Skip if**: 当前只是做局部句子润色，或章节角色尚未确定。 **Network**: none. **Guardrail**: 不是翻译论文；不是简单删减；必须围绕毕业论文主线重写章节目标与承接关系。

WILLOSCAR

research

automation-tools

397

changeset-resolve

Repair an unreleased `.changeset/*.md` file so it matches the real branch delta against `main`. Use when a changeset was edited iteratively during debugging, when bullets may reflect turn-by-turn history instead of `main...HEAD`, when "removed/gone/renamed" claims need proof, or when you need to audit whether a changeset is actually lossless before commit.

udecode

tools

ide-plugins

395

kosmos-xray

Context-efficient codebase exploration using AST analysis. Use when exploring Kosmos architecture, understanding code structure, or preparing documentation for AI programmers. Triggers: xray, map structure, skeleton, interface, architecture, explore kosmos, warm start, token budget, context compression.

jimmc414

tools

academic

395

scientific-critical-thinking

Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.

jimmc414

research

academic

395

literature-review

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

jimmc414

research

academic

395

literature-review

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

jimmc414

research

machine-learning

395

recipe-trailing-stop-runner

Ride a trend with a trailing stop that locks in profits on reversal.

krakenfx

data-ai

knowledge-base

395

taxonomist

Analyze and optimize a WordPress site's category taxonomy. Exports all posts, uses AI to suggest an improved category structure — merging duplicates, retiring dead categories, creating missing ones, writing descriptions, and re-categorizing posts. Run this when the user wants to clean up or improve their categories.

Automattic

documentation

cli-tools

395

tock

Command-line time tracking via the `tock` CLI. Use when the user wants to start or stop tracking, inspect the current timer, review recent activities, or export daily activity data in machine-readable JSON.

kriuchkov

tools

sql-databases

394

clickhouse-best-practices

MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 28 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.

ClickHouse

databases

cms-platforms

394

temps-plugin

Build external plugins for the Temps deployment platform. Use when the user wants to create, modify, or debug a Temps plugin binary — a standalone Rust process that communicates with Temps over a Unix domain socket. Also use when the user mentions "temps plugin", "external plugin", "plugin binary", "plugin for temps", "plugin UI", or asks about plugin architecture, plugin events, plugin manifest, or plugin SDK. Covers the full lifecycle: project scaffolding, manifest, router, events, SQLite persistence, embedded React UI, build.rs, testing, and deployment into the plugins directory.

gotempsh

development

domain-utilities

394

add-custom-domain

Configure custom domains for Temps deployments with automatic SSL/TLS certificates via Let's Encrypt. Supports HTTP-01 and DNS-01 challenges, wildcard domains, and Cloudflare DNS integration. Use when the user wants to: (1) Add a custom domain to their Temps app, (2) Set up SSL certificates, (3) Configure DNS for Temps, (4) Add a wildcard domain, (5) Set up HTTPS for their deployment, (6) Configure Cloudflare with Temps. Triggers: "custom domain", "add domain", "ssl certificate", "https setup", "wildcard domain", "dns configuration", "cloudflare temps".

gotempsh

tools

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