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概要と使いどころ
Adversarially verifies DATA_MODEL.md property rows against cited Source files. Use after data-model-documenter when DATA_MODEL.md changed — inventories each property in added/changed catalog sections and classifies VERIFIED / REFUTED / UNVERIFIABLE. Triggers on "verify DATA_MODEL", "check catalog against source", "data model verification".
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Use when preparing or writing any committable deliverable (phase closeout, status report, skill file, wave spec, README section, summary document, CHANGELOG entry, or any markdown file declaring completion or pass/fail status). Applies before the write happens, not after. Without this discipline, agents ship 60% deliverables and declare closure prematurely.
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Professional LaTeX writing assistant. Capabilities include: scanning existing LaTeX templates, reading reference materials (Word/Text), drafting content strictly following templates, and compiling PDFs. Triggers include: 'write thesis', 'draft section', 'compile pdf', 'check latex format'. Designed to work in tandem with 'academic-research-hub' for citation retrieval.
日本語の概要は準備中です。原文の説明を表示しています。
Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
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Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an article draft.
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Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.
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Security launch audit for a public web app BEFORE you ship or hand it to a client — "vibe coders are getting sued", systematized. An executable pipeline: classify (static / full-stack / AI) → run sections (secrets+supply-chain, DB, auth, infra+headers, legal, LLM/injection) orchestrating deterministic tools + manual checks → GO/NO-GO report. Adapted from Prajwal Tomar's playbook, extended with prompt-injection / supply-chain / secret-history / dependency-CVE layers. NOT the same as pre-push (that = clean push; this = is the product itself safe to launch). Triggers — "security checklist for the site", "audit before launch", "is the site safe", "check before handing to client".
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Implements sub-tasks from a task list at .ai/[feature]/tasks.md strictly one at a time, stopping after each to ask the user before starting the next, and keeping the task list and Relevant Files section current. Use when the user wants to review or approve each sub-task before work continues, rather than letting the agent run the list unattended with task-orchestration.
日本語の概要は準備中です。原文の説明を表示しています。
Drafts U.S. Contract Disputes Act (CDA) certified claims for federal government contracts, covering FAR Part 33 compliance, entitlement/quantum sections, certification language, and final-decision demand. Use when preparing a CDA claim, certified claim, or submission to a contracting officer under the Contract Disputes Act.
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Produces neutral, section-pinned U.S. legislative bill summaries translating statutory language into plain terms with identifying data, provisions, fiscal impacts, and controversy. Use when summarizing bills, analyzing proposed legislation, preparing bill briefs, digesting committee reports or fiscal notes, or writing legislative updates.
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Transforms police body camera transcripts into structured 10-section legal summaries with timestamp-cited verbatim statements, constitutional issue spotting, evidence inventory, and probable cause articulation. Maintains strict neutrality for all parties. Use when analyzing BWC footage for discovery, pre-trial prep, or trial. Trigger: body camera, BWC, body worn camera, officer footage, use of force review, incident summary.
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Drafts a clickwrap-ready US API License Agreement for companies licensing proprietary APIs to third-party developers. Use when drafting API terms of service, developer agreements, API access agreements, or click-through license terms. Produces full agreement (17 sections), condensed terms, or developer quick-reference. Cross-references DPA, SLA, AUP, trademark guidelines, and privacy policy modules.
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Drafts the "Interest of Amicus Curiae" section of an amicus brief. Establishes institutional credibility, tethers the amicus's interest to the specific legal question, articulates non-party impacts, and embeds disclosure guardrails under FRAP 29 and Supreme Court Rule 37. Trigger when drafting amicus briefs, friend-of-the-court filings, interest statements, amicus disclosures, or when the user asks why an organization belongs in a case.
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Manages multi-organization appellate amicus briefs with single-pen drafting, coalition sign-offs, conflict triage, and compliant disclosures. Use when coordinating a coalition amicus brief, managing amicus sign-on, handling FRAP 29 or Supreme Court Rule 37.6 disclosures, or preparing cover and interest sections for multiple amici.
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Drafts privilege-protective, board-ready executive summary memoranda of internal antitrust investigation findings for US federal law. Covers monopolization, vertical restraints, acquisitions, FTC Act Section 5, tech-platform conduct, risk assessment, and remediation. Use when drafting antitrust investigation summaries, board memos on competition risk, or internal compliance investigation reports.
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Create new skills with proper structure, compliance checks, and registration. Use when asked to create a skill, build a new skill, or scaffold a skill template. Enforces mk: prefix, sub-agents.md structure, and context engineering principles.
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Calls m6A peaks from MeRIP-seq / m6A-seq paired IP-vs-input data using exomePeak2 (transcript-aware, GC-bias-corrected Poisson GLM), MeTPeak (HMM over sliding windows), MACS3/MACS2 with --nomodel --broad --keep-dup all (genome-wide broad alternative), and DRACH motif enrichment via HOMER or ggseqlogo as a sanity check (NOT a filter). Covers BED12 vs narrowPeak output, exonic vs intronic peak handling, multi-tool reconciliation (intersection vs union), the m6A-vs-m6Am ambiguity at 5'UTR peaks that antibody methods cannot resolve, and orthogonal validation (miCLIP/GLORI/m6A-SAC-seq/m6Anet). Use when calling peaks from paired IP/input genome BAMs, choosing exomePeak2 (transcript-aware default) vs MACS3 (broad genomic) vs MeTPeak (HMM-smoothed low-coverage), confirming DRACH enrichment as a sanity check on the peak set, reconciling differing peak sets across tools, validating MeRIP peaks against single-base methods, interpreting 5' peaks where m6Am contamination is possible, or recommending a consensus strategy.
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Build UpSet plots to visualize set intersections beyond 4 sets (where Venn fails) using ComplexUpset (modern, ggplot2-grammar) or the unmaintained UpSetR, with explicit cardinality vs degree sorting, attribute panels, and query highlighting. Use when comparing overlap across many gene sets, peak sets, variant lists, or any set membership matrix where Venn diagrams become illegible.
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Annotate copy number variant segments with overlapping genes, dosage-sensitivity scores, cancer driver databases, population frequencies, and clinical-variant content. Covers bedtools/pybedtools interval intersection, AnnotSV comprehensive annotation and ranking, ClinGen haploinsufficiency/triplosensitivity scoring, gnomAD-SV/DGV frequency filtering, COSMIC Cancer Gene Census, and ClinVar overlap. Use when interpreting which genes a CNV affects, distinguishing the driver gene of a focal event from passengers, filtering against population CNVs, separating whole-gene from partial-gene overlap, or preparing CNVs for clinical classification.
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Suggests repeat transsphenoidal surgery for patients with persistent hypercortisolism after initial transsphenoidal surgery when imaging shows evidence of incomplete resection or a pituitary lesion. Clinical triggers include postoperative MRI revealing residual adenoma, persistent elevated UFC or late-night salivary cortisol, and visible pituitary lesion on imaging.
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This skill recommends bilateral adrenalectomy for patients with Cushing's syndrome when bilateral adrenal pathology is confirmed as the source of hypercortisolism. Clinical triggers include bilateral macronodular adrenal hyperplasia (BMAH), bilateral adrenal adenomas, or bilateral adrenal carcinoma identified by imaging.
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This skill recommends lifelong biochemical testing for recurrence in all patients with Cushing's syndrome after adrenalectomy, except those with resected adrenal adenoma showing CT density <10 Hounsfield units. Use when determining long‑term follow‑up strategy for a post‑adrenalectomy CS patient; triggers include “post‑adrenalectomy Cushing’s syndrome”, “CT density <10 HU”, and “adrenal adenoma resection”.
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This skill recommends localizing and resecting ectopic ACTH-secreting tumors with node dissection when ectopic ACTH secretion is suspected or confirmed. Clinical triggers include unexplained persistent hypercortisolism after pituitary surgery, elevated ACTH with negative pituitary MRI, or identification of occult ectopic ACTH syndrome (EAS) on biochemical testing.
日本語の概要は準備中です。原文の説明を表示しています。
Draft or revise English prose for any brief — documentation body, intake problem statements, spec context, RCA summaries, marketing copy, README sections, PR descriptions. Mandatorily invokes `Skill(humanizer)` as the final pass on every draft. Conditionally invokes `copywriting` for persuasive register, `documentation` for reference docs, `technical-tutorials` for tutorials. Used when any phase needs human-readable prose written or rewritten. Composition only — research and register-picking happen in the caller's context.
日本語の概要は準備中です。原文の説明を表示しています。