Research

Scores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational | learning | operational_health | compliance_or_safety), committed-vs-aspirational interpretation, evidence quality assessment, learning synthesis, and next-cycle recommendations. Refuses to retroactively change targets or shrink committed scope, average away guardrail KRs, treat 0.7 as success for committed or compliance_or_safety KRs, equate effort with impact, or use sco...

Evaluate the attached MCP set by running agent-authored scenarios and producing an adversarial friction report. Claude exercises each MCP live, logs every tool call with justifications, then a fresh Sonnet critic audits the transcript.

Cross-cutting reference manager for medical manuscripts. Single entry point for citation-key validation, journal-CSL pandoc rendering, manuscript ↔ DOCX cross-reference QC, marker conversion (``[N]`` ↔ ``[@key]``), and native Zotero CWYW field-code injection. Replaces the inline reference-handling that previously lived in ``/write-paper`` Phase 7.6 and is reused by ``/revise``, ``/peer-review``, ``/sync-submission``, and any skill that produces a journal submission. Audit-only verification st...

Finds oversized files, binary bloat, and accidental artifact commits in a repo — large files currently tracked, large blobs hiding in git history, LFS migration candidates, asset directories growing without a policy, duplicate binaries. Pure diagnosis — never edits, never deletes, never rewrites history. Hands off to manage-secrets-env if secrets are found inside blobs, to refactor-verify if history rewriting is required, to fight-repo-rot if assets are unused. Language-agnostic.

Professional malware analysis workflow for PE executables and suspicious files. Triggers on file uploads with requests like "analyze this malware", "analyze this sample", "what does this executable do", "check this file for malware", or any request to examine suspicious files. Performs static analysis, threat intelligence triage, behavioral inference, and produces analyst-grade reports with reasoned conclusions.

Meta-analysis topic discovery and feasibility assessment. Professor-first (profile → gap) or Topic-first (question → gap → co-author). Pre-protocol phase from idea to ranked topic list.

Preserve reusable investigations. Use when compatibility, framework/library behavior, tradeoffs, rejected options, null results, performance/security/migration evidence, or external-source synthesis should remain citable.

Discovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when reducing custom code.

Civil litigation workflow expertise — case management, deposition prep, evidence chain, and Federal Rules of Evidence

Link building, backlink strategy, link acquisition, outreach plan. Covers linkable asset identification, tactic selection, and 12-week outreach playbook with templates. This is a tactics generator — it does NOT measure the user's backlink profile, domain authority, referring domain counts, or competitor backlink gaps numerically. Those require an Ahrefs / Majestic / Semrush / Moz MCP (Path B). The user can still hand-paste exported data from those tools if they have it.

Assess Brazil LGPD compliance — legal bases, data subject rights, DPO, ANPD requirements

Legal writing expertise including contract drafting, legal memoranda, discovery, and correspondence

Lean meta-skill pre-flight audit DÁVKY právního podání před F1X.4 capsule build a ISDS odesláním. Generuje GO/NO-GO verdict ze 3 unique kroků (DON'T grep, Cross-check, Verdict) + reuse existing optimize/audit výstupů 91-99 + audit_report. Trigger: "total analysis", "total analyza", "pre-flight", "GO/NO-GO check", "before capsule", "before ISDS", "F13 audit", "audit dávky".

Audit legal aid and public defense case management systems -- client intake workflows, Federal Poverty Level eligibility screening accuracy, conflict-of-interest checking, document assembly and e-filing integration, court deadline calculation with rule-based calendaring, pro bono attorney matching and CLE tracking, LSC Case Statistical Report generation, and access-to-justice gap analysis. Use when reviewing legal services software, public defender platforms, or any codebase handling indigent...

Generates knowledge pack content suites: vision documents, modules YAML, activities JSON, assessment frameworks, resource catalogs, and .skillmeta files. Shared by all 3 tier-specific author agents. Use when creating or updating pack content files.

Bereid een klantinterview voor met gestructureerd script, doorvraagtechnieken en FORCES-analyse. Volgt The Mom Test — geen sturende vragen, focus op echt gedrag.

· Administer Kali: apt, branches, metapackages, images, live USB persistence, NetHunter, wireless/GPU. Triggers: 'kali', 'kali rolling', 'kali snapshot', 'kali-tweaks', 'nethunter'. Not for exploitation (use lockpick).

LLM brand manipulation — build a consensus web so ChatGPT, Claude, Perplexity, and Google AI Overviews mention your brand when people ask about your category. Uses surround sound methodology, entity SEO, and LLM citation science. Use when "get mentioned in AI", "LLM brand presence", "surround sound", "AI search visibility", "Perplexity ranking", "ChatGPT mentions", "AI Overview inclusion", "entity authority", "brand mentions in AI", or any request to influence how AI systems perceive and reco...

PDF reader skill using PyMuPDF (fitz) for text extraction and metadata retrieval. Supports encrypted PDFs and handles large documents efficiently.

Specialista di redazione giuridica italiana — redige documenti legali italiani inclusi contratti, atti giudiziari, pareri legali e memorie con corretta formattazione delle citazioni. Attivazione quando: l'utente chiede di redigere, scrivere, preparare o creare un documento legale. NON attivare per: formattazione citazioni (usa italian-citation-formats), ricerca legale (usa italian-legal-research), o verifica conformità (usa compliance-frameworks).

Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Institutional Review Board, research ethics, human subjects research, protocol review, informed consent, or needs help preparing or reviewing an IRB application or submission.

Assess international privacy compliance — PIPEDA (Canada), PDPA (Singapore), APPI (Japan)

Universal self-review protocol for all Rune teammates. Adapts checklist per agent role (worker, fixer, reviewer, researcher, forger, aggregator). Enforces completeness verification, hallucination detection, codebase rule compliance, and value assessment before any task can be marked complete. Use when: Any teammate is about to mark a task complete or send a Seal. Keywords: self-review, inner-flame, quality gate, hallucination, verification, completeness

Apply inclusion/exclusion criteria systematically in literature reviews. Use when: (1) Screening abstracts, (2) Reviewing full texts, (3) Documenting screening decisions, (4) Ensuring PRISMA compliance.