curriculum-administrator/references/ai-skills.md

External AI agent skills — curriculum-administrator

Proven, publicly available AI agent skills mapped to this occupation. Nothing is copied from the sources: every entry is a name, a one-line summary and a link to the upstream skill package. Each section names its source repository, commit, license and retrieval date.

Tiers: core = the skill directly exercises a top market hard skill, tool or method (from gated job-ad evidence) or an essential ESCO competence of this occupation; adjacent = plausibly useful, secondary. Entries are capped at 12 per source and 80 in total per occupation (core first, strongest matches survive); everything beyond the caps is excluded and logged in the pipeline audit trail, not in this package.

Matched deterministically (ISCO group + title/competence keywords, tiered against market evidence + ESCO essentials) by pipeline/p5_enrich_ai_skills.py on 2026-07-14.

Source: anthropics/skills

• Repository: https://github.com/anthropics/skills (commit f6656c1, retrieved 2026-07-14)
• License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder

Skill	Tier	What it adds	Upstream
docx	adjacent	Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to …	source
pdf	adjacent	Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating …	source
skill-creator	adjacent	Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with …	source

Source: a5c-ai/babysitter

• Repository: https://github.com/a5c-ai/babysitter (commit 44a5d58b, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
training-curriculum-designer	core	Design training curricula and learning paths for change initiatives with competency-based learning	source
curriculum-gap-analysis	core	Identify gaps, overlaps, and misalignments in curriculum coverage through systematic comparison with standards and learning progressions	source
lms-admin	core	Configure and manage Learning Management System operations including courses, enrollments, compliance training, and learning analytics	source
lms-configuration-administration	core	Configure learning management system settings, user roles, course templates, gradebooks, and third-party integrations	source
standards-alignment-mapping	core	Systematically map curriculum content to educational standards with vertical and horizontal alignment documentation	source
context-engineering	core	Context window monitoring and budget management. Keeps orchestrator at 15-30% context usage while subagents get full 200k tokens. Provides warnings at thresholds, context-aware summarization triggers, and wave-level budget planning.	source
translation-management	core	Integration with translation management systems and i18n workflows. Connect with Crowdin, Transifex, Weblate, manage translation memory, synchronize glossaries, and automate localization pipelines.	source

Source: affaan-m/everything-claude-code

• Repository: https://github.com/affaan-m/everything-claude-code (commit ed38744, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
google-workspace-ops	core	Operate across Google Drive, Docs, Sheets, and Slides as one workflow surface for plans, trackers, decks, and shared documents. Use when the user needs to find, summarize, edit, migrate, or clean up Google Workspace assets without dropping …	source
agentic-os	core	Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases.	source

Source: ahacker-1/cre-agent-skills

• Repository: https://github.com/ahacker-1/cre-agent-skills (commit 618734e, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
cre-office	core	CRE Office analysis suite - 8 specialist skills for U.S. office acquisitions, refinancings, lease-up, tenant credit, TI/LC underwriting, financing fit, and investment committee memo writing.	source
cre-underwriting	core	CRE Underwriting analysis suite — 3 specialist skills for building pro formas, running sensitivity scenarios, and writing investment committee memos for multifamily acquisitions.	source

Source: alirezarezvani/claude-skills

• Repository: https://github.com/alirezarezvani/claude-skills (commit 0241f43, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
google-workspace-cli	core	Google Workspace administration via the gws CLI (github.com/googleworkspace/cli). Install, authenticate, and automate Gmail, Drive, Sheets, Calendar, Docs, Chat, and Tasks. Run security audits and use local recipe templates and persona …	source

Source: basicmachines-co/basic-memory

• Repository: https://github.com/basicmachines-co/basic-memory (commit 53da71c, retrieved 2026-07-14)
• License: custom (see upstream LICENSE)

Skill	Tier	What it adds	Upstream
memory-tasks	core	Task management via Basic Memory schemas: create, track, and resume structured tasks that survive context compaction. Uses BM's schema system for uniform notes queryable through the knowledge graph.	source
memory-literary-analysis	core	Analyze a complete literary work into a structured Basic Memory knowledge graph. Covers schema design, entity seeding, chapter-by-chapter processing, cross-referencing, validation, and visualization.	source

Source: brycewang-stanford/Auto-Empirical-Research-Skills

• Repository: https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills (commit 85bf545, retrieved 2026-07-14)
• License: CC-BY-4.0

Skill	Tier	What it adds	Upstream
education-skills	core	7 education research skills. Trigger: pedagogical research, course design, learning analytics, assessment. Design: evidence-based teaching methods and educational measurement tools.	source
education-data-source-crdc	core	CRDC — biennial OCR survey of all U.S. public schools (2011-2021). Discipline, course access, harassment, restraint/seclusion by race/sex/disability/EL. Use for civil rights and equity analysis. 2020-21 COVID-impacted; 2011-14 sampled, not …	source

Source: claude-world/director-mode-lite

• Repository: https://github.com/claude-world/director-mode-lite (commit 9d0c333, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
handoff-gemini	core	Delegate long-context analysis, research, and large-document summarization to Google Gemini CLI (1M-token context) via non-interactive gemini -p, preserving Claude context. Use when the user says 'use gemini'/'hand off to gemini' or a …	source

Source: davepoon/buildwithclaude

• Repository: https://github.com/davepoon/buildwithclaude (commit 3c94e0c, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
docx	core	Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new …	source
googlesheets-automation	core	Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.	source
raffle-winner-picker	core	Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.	source
xlsx	core	Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new …	source

Source: davila7/claude-code-templates

• Repository: https://github.com/davila7/claude-code-templates (commit fa79251, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
moodle-external-api-development	core	Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter validation, database operations, error …	source
agent-memory-mcp	core	A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).	source
it-operations	core	Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence …	source
raffle-winner-picker	core	Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.	source
code-review-excellence	core	Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.	source

Source: FlorianBruniaux/claude-code-ultimate-guide

• Repository: https://github.com/FlorianBruniaux/claude-code-ultimate-guide (commit 5395214, retrieved 2026-07-14)
• License: custom (see upstream LICENSE)

Skill	Tier	What it adds	Upstream
issue-triage	core	3-phase issue backlog management with audit, deep analysis, and validated triage actions. Use when triaging GitHub issues, sorting bug reports, cleaning up stale tickets, or detecting duplicate issues. Args: 'all' to analyze all, issue …	source
plan-pipeline-start	core	5-phase planning: PRD analysis, design review, technical decisions, dynamic research team, metrics. Produces a complete implementation plan + ADRs before any code is written.	source
talk-pipeline	core	Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when starting a new talk pipeline, resuming a …	source
talk-stage2-research	core	Performs git archaeology, changelog analysis, and builds a verified factual timeline by cross-referencing git history with source material. REX mode only (skipped automatically in Concept mode). Use when building a REX talk and you need …	source

Source: foryourhealth111-pixel/Vibe-Skills

• Repository: https://github.com/foryourhealth111-pixel/Vibe-Skills (commit 34429a8, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
scientific-critical-thinking	core	Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best …	source

Source: googleworkspace/cli

• Repository: https://github.com/googleworkspace/cli (commit a3768d0, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
recipe-post-mortem-setup	core	Create a Google Docs post-mortem, schedule a Google Calendar review, and notify via Chat.	source
gws-sheets	core	Google Sheets: Read and write spreadsheets.	source
gws-sheets-append	core	Google Sheets: Append a row to a spreadsheet.	source
gws-sheets-read	core	Google Sheets: Read values from a spreadsheet.	source
recipe-backup-sheet-as-csv	core	Export a Google Sheets spreadsheet as a CSV file for local backup or processing.	source
recipe-create-events-from-sheet	core	Read event data from a Google Sheets spreadsheet and create Google Calendar entries for each row.	source
recipe-create-expense-tracker	core	Set up a Google Sheets spreadsheet for tracking expenses with headers and initial entries.	source
recipe-log-deal-update	core	Append a deal status update to a Google Sheets sales tracking spreadsheet.	source
recipe-sync-contacts-to-sheet	core	Export Google Contacts directory to a Google Sheets spreadsheet.	source

Source: gooseworks-ai/goose-skills

• Repository: https://github.com/gooseworks-ai/goose-skills (commit 94ec916, retrieved 2026-07-14)
• License: no explicit license — referenced by link only

Skill	Tier	What it adds	Upstream
investor-call-prep	core	Prepare for investor calls by pulling upcoming meetings from Google Calendar, deeply researching each investor and their firm (website scraping, portfolio analysis, thesis extraction), checking for competitor conflicts, and outputting an …	source

Source: iurykrieger/claude-bedrock

• Repository: https://github.com/iurykrieger/claude-bedrock (commit 7cac16c, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
learn	core	Ingests an external data source into the Second Brain. Fetches content from Confluence, Google Docs, GitHub repositories, remote URLs, or any local file format supported by docling (DOCX, PPTX, XLSX, PDF, HTML, EPUB, images, Markdown, CSV, …	source

Source: jeremylongshore/claude-code-plugins-plus-skills

• Repository: https://github.com/jeremylongshore/claude-code-plugins-plus-skills (commit e112938a, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
apify-cost-tuning	core	Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting. Use when analyzing Apify billing, reducing Actor run costs, or implementing usage monitoring and budget alerts. Trigger: "apify cost", …	source
speak-enterprise-rbac	core	Configure Speak for schools and organizations: SSO, teacher/student roles, class management, and usage reporting. Use when implementing enterprise rbac, or managing Speak language learning platform operations. Trigger with phrases like …	source
speak-core-workflow-a	core	Execute Speak primary workflow: AI Conversation Practice with real-time feedback. Use when implementing conversation practice features, building AI tutor interactions, or core language learning dialogue systems. Trigger with phrases like …	source
excel-variance-analyzer	core	Analyze budget vs actual variances in Excel with drill-down and root cause analysis. Use when performing variance analysis or explaining budget differences. Trigger with phrases like ''excel variance'', ''analyze budget variance'', …	source

Source: K-Dense-AI/claude-scientific-skills

• Repository: https://github.com/K-Dense-AI/claude-scientific-skills (commit 4d97e29, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
scientific-critical-thinking	core	Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best …	source

Source: K-Dense-AI/scientific-agent-skills

• Repository: https://github.com/K-Dense-AI/scientific-agent-skills (commit 4d97e29, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
scientific-critical-thinking	core	Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best …	source

Source: mohitagw15856/pm-claude-skills

• Repository: https://github.com/mohitagw15856/pm-claude-skills (commit 876fa30, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
teaching-lesson-plan	core	Design a structured lesson plan for any subject, audience, or format. Use when asked to write a lesson plan, course outline, teaching session, workshop curriculum, or training module. Produces a complete lesson plan with learning …	source
lesson-plan	core	Build a complete, standards-aligned lesson plan with clear objectives, a timed activity sequence, differentiation, and assessment. Use when asked to write a lesson plan, plan a class or lesson, design a teaching session, or structure …	source

Source: mukul975/Anthropic-Cybersecurity-Skills

• Repository: https://github.com/mukul975/Anthropic-Cybersecurity-Skills (commit 673da1f, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
analyzing-macro-malware-in-office-documents	core	Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA …	source
analyzing-linux-kernel-rootkits	core	Detect kernel-level rootkits in Linux memory dumps using Volatility3 linux plugins (check_syscall, lsmod, hidden_modules), rkhunter system scanning, and /proc vs /sys discrepancy analysis to identify hooked syscalls, hidden kernel modules, …	source

Source: muratcankoylan/Agent-Skills-for-Context-Engineering

• Repository: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering (commit c578e85, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
digital-brain	core	This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship lookup, meeting preparation, weekly review, goal tracking, personal brand management, and network management.	source

Source: nexu-io/open-design

• Repository: https://github.com/nexu-io/open-design (commit 4b66023, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
deck-open-slide-canvas	core	Open Design's architecture review: the local daemon + agent-runtime design, the tradeoffs, and the decision to lock. Built as a decision-grade product management deck for staff eng, tech leads, security.	source
hps-true-blueprint	core	Open Design's engineering blueprint: how the sandbox, sidecar, and daemon fit — the system diagram and the invariants. Built as a decision-grade product management deck for engineering org.	source
huashu-luxe-whitespace	core	A market-entry study for a luxury skincare brand entering Asia — segmentation, positioning, channel, and the phased plan. Built as a decision-grade consulting deck for client leadership.	source
trading-analysis-dashboard-template	core	Professional trading analysis dashboard template (single-file HTML) with light/dark theme switch, dense market panels, chart interactions, demo/live playback, and command palette behavior. Use when users ask for a Wall-Street-style …	source
kami-landing	core	Produce a print-grade single-page kami (紙 / 纸) document — warm parchment canvas, ink-blue accent, serif at one weight, no italic, no cool grays. The output reads like a professional white paper or studio one-pager, not an app UI. …	source

Source: nWave-ai/nWave

• Repository: https://github.com/nWave-ai/nWave (commit 1d0f13c, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
nw-hexagonal-testing	core	5-layer agent output validation, I/O contract specification, vertical slice development, and test doubles policy with per-layer examples	source

Source: OpenSenseNova/SenseNova-Skills

• Repository: https://github.com/OpenSenseNova/SenseNova-Skills (commit d8bb438, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
excel-data-analysis-and-report-generation	core	从Excel提取多类型数据，并生成包含可视化图表与下载链接的综合分析报告。	source

Source: parcadei/Continuous-Claude-v3

• Repository: https://github.com/parcadei/Continuous-Claude-v3 (commit d07ff4b, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
remember	core	Store a learning, pattern, or decision in the memory system for future recall	source

Source: qdrant/skills

• Repository: https://github.com/qdrant/skills (commit 2a06cb1, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
qdrant-monitoring	core	Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, …	source

Source: ruvnet/claude-code-flow

• Repository: https://github.com/ruvnet/claude-code-flow (commit 73914bd, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
Hooks Automation	core	Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training …	source
AgentDB Memory Patterns	core	Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.	source
memory-management	core	AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, …	source

Source: ruvnet/ruflo

• Repository: https://github.com/ruvnet/ruflo (commit 73914bd, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
Hooks Automation	core	Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre$post task hooks, session management, Git integration, memory coordination, and neural pattern training …	source
AgentDB Memory Patterns	core	Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.	source
memory-management	core	AgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, …	source

Source: sanjay3290/ai-skills

• Repository: https://github.com/sanjay3290/ai-skills (commit 3619692, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
deep-research	core	Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited …	source
google-sheets	core	Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find …	source

Source: snyk/agent-scan

• Repository: https://github.com/snyk/agent-scan (commit f3a4621, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
docx	core	Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new …	source
xlsx	core	Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new …	source

Source: ThinkInAIXYZ/deepchat

• Repository: https://github.com/ThinkInAIXYZ/deepchat (commit f275c92, retrieved 2026-07-14)
• License: Apache-2.0

Skill	Tier	What it adds	Upstream
memory-management	core	Guide the agent to recall, remember, and route durable learning into Memory, Skills, Scheduled Tasks, or Tape.	source
docx	core	Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new …	source
xlsx	core	Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new …	source

Source: vibeeval/vibecosystem

• Repository: https://github.com/vibeeval/vibecosystem (commit cea9462, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
remember	core	Store a learning, pattern, or decision in the memory system for future recall.	source

Source: zebbern/claude-code-guide

• Repository: https://github.com/zebbern/claude-code-guide (commit d2c5280, retrieved 2026-07-14)
• License: MIT

Skill	Tier	What it adds	Upstream
vc-industry-research	core	Generate professional primary market / venture capital industry research reports, including sector deep-dives, investment memos, and market analysis. Produces detailed PDF reports covering TMT, consumer, healthcare, and industrials. …	source