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feat: freight-transport-dispatcher skill package v0.1.0

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# Data provenance — freight-transport-dispatcher
Where the content of this skill package comes from, counted by
content items (tasks, competences, tools, evidence entries, curated
knowledge). Rendered live by Gitea:
```mermaid
%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#ff355e','pie4':'#d97757','pie5':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
pie showData
title Content sources — freight-transport-dispatcher
"ESCO (occupation & competences)" : 25
"O*NET (tasks & tools)" : 75
"Job boards (market evidence)" : 99
"Anthropic official Claude skills" : 5
"External AI skill packs (mapped)" : 156
```
| Source | Items | Share | Files |
|---|---|---|---|
| ESCO (occupation & competences) | 25 | 6.9 % | references/profile.md, references/skills.md |
| O*NET (tasks & tools) | 75 | 20.8 % | references/tasks.md, references/tools.md |
| Job boards (market evidence) | 99 | 27.5 % | references/market.md (full report) + "Market evidence" headline sections |
| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
| Anthropic official Claude skills | 5 | 1.4 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
| External AI skill packs (mapped) | 156 | 43.3 % | references/ai-skills.md (per-source attribution inside) |
| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
paraphrased with source URLs — never copied · external AI skills are
linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).

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---
name: freight-transport-dispatcher
description: "Occupational skill for the role 'freight transport dispatcher' (also: dispatching officer, air freight dispatcher, freight logistics dispatcher, freight dispatching operator, freight dispatcher, freight transportation dispatcher). Use when the user asks for typical freight transport dispatcher work such as: Select shipment routes, based on nature of goods shipped, transit times, or security needs.; Determine efficient and cost-effective methods of moving goods from one location to another.; Reserve necessary space on ships, aircraft, trains, or trucks."
---
# Freight Transport Dispatcher
Freight transport dispatchers receive and transmit reliable messages, track vehicles and equipment, and record other important information. They oversee the planning operations of dispatching by coordinating different modes of transport. Freight transport dispatchers structure routes or services and determine the appropriate mode of transport. They are also responsible for equipment and vehicle maintenance and workers dispatching. The freight transport dispatchers provide the legal and contractual documentation for the transporting parties.
## Core workflow
1. Select shipment routes, based on nature of goods shipped, transit times, or security needs.
2. Determine efficient and cost-effective methods of moving goods from one location to another.
3. Reserve necessary space on ships, aircraft, trains, or trucks.
4. Arrange delivery or storage of goods at destinations.
5. Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.
6. Calculate weight, volume, or cost of goods to be moved.
7. Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin.
8. Consolidate loads with a common destination to reduce costs to individual shippers.
## How to use this skill
- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
## Key competences (essential)
- apply transportation management concepts
- communicate verbal instructions
- conduct analysis of ship data
- freight transport methods
- geographic areas
- keep task records
- make independent operating decisions
- manage dispatch software systems
- manage fleet capacity
- manage truck drivers
- monitor vehicle fleet operations
- prepare transportation routes
- road transport legislation
- schedule and dispatch drivers
- supervise crew
## Hot technologies
- Microsoft Outlook
- SAP software
- Microsoft Office software
- Microsoft PowerPoint
- Microsoft Excel
- Microsoft Word
<!-- hot-tech -->
## Hot technologies
Top tools from 41 gated job ads (see references/market.md, as of 2026-07-12):
- Microsoft Office — 17 %
- DAT — 15 %
- Microsoft Excel — 15 %
- Truckstop — 12 %
- dispatch software — 10 %
- Google Sheets — 7 %
- Microsoft Word — 7 %
<!-- hot-tech -->
---
*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/49e28648-4fa8-4b36-ac4d-781c108547bf), O*NET 30.3 (43-5011.01). See manifest.json for licensing/attribution.*

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{
"name": "freight-transport-dispatcher",
"title": "freight transport dispatcher",
"version": "0.1.0",
"layer": "core",
"language": "en",
"generated": "2026-07-07",
"ids": {
"esco_uri": "http://data.europa.eu/esco/occupation/49e28648-4fa8-4b36-ac4d-781c108547bf",
"esco_code": "4323.6",
"isco_group": "4323",
"onet_soc": "43-5011.01",
"crosswalk_match": "exactMatch"
},
"sources": [
{
"name": "ESCO",
"version": "1.2.1",
"url": "https://esco.ec.europa.eu/"
},
{
"name": "O*NET",
"version": "30.3",
"url": "https://www.onetcenter.org/",
"license": "CC BY 4.0"
}
],
"attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
"counts": {
"tasks": 31,
"dwas": 19,
"skills_essential": 16,
"skills_optional": 8,
"software": 24
},
"enrichment_ai_skills": {
"generated": "2026-07-14",
"method": "deterministic mapping (ISCO prefix + title/competence keywords)",
"sources": {
"anthropics/skills": {
"repo": "https://github.com/anthropics/skills",
"commit": "f6656c1",
"license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
"skills": 2
},
"wshobson/agents": {
"repo": "https://github.com/wshobson/agents",
"commit": "6fd3247",
"license": "MIT (c) Seth Hobson",
"skills": 1
},
"jeremylongshore/claude-code-plugins-plus-skills": {
"repo": "https://github.com/jeremylongshore/claude-code-plugins-plus-skills",
"commit": "e112938a",
"license": "MIT",
"skills": 12
},
"affaan-m/everything-claude-code": {
"repo": "https://github.com/affaan-m/everything-claude-code",
"commit": "ed38744",
"license": "MIT",
"skills": 2
},
"mukul975/Anthropic-Cybersecurity-Skills": {
"repo": "https://github.com/mukul975/Anthropic-Cybersecurity-Skills",
"commit": "673da1f",
"license": "Apache-2.0",
"skills": 12
},
"davepoon/buildwithclaude": {
"repo": "https://github.com/davepoon/buildwithclaude",
"commit": "3c94e0c",
"license": "MIT",
"skills": 2
},
"mohitagw15856/pm-claude-skills": {
"repo": "https://github.com/mohitagw15856/pm-claude-skills",
"commit": "876fa30",
"license": "MIT",
"skills": 3
},
"a5c-ai/babysitter": {
"repo": "https://github.com/a5c-ai/babysitter",
"commit": "44a5d58b",
"license": "MIT",
"skills": 12
},
"avelikiy/great_cto": {
"repo": "https://github.com/avelikiy/great_cto",
"commit": "4fe1e39",
"license": "MIT",
"skills": 1
},
"hypnguyen1209/offensive-claude": {
"repo": "https://github.com/hypnguyen1209/offensive-claude",
"commit": "4d62be7",
"license": "MIT",
"skills": 2
},
"muratcankoylan/Agent-Skills-for-Context-Engineering": {
"repo": "https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering",
"commit": "c578e85",
"license": "MIT",
"skills": 1
},
"googleworkspace/cli": {
"repo": "https://github.com/googleworkspace/cli",
"commit": "a3768d0",
"license": "Apache-2.0",
"skills": 8
},
"davila7/claude-code-templates": {
"repo": "https://github.com/davila7/claude-code-templates",
"commit": "fa79251",
"license": "MIT",
"skills": 4
},
"nexscope-ai/eCommerce-Skills": {
"repo": "https://github.com/nexscope-ai/eCommerce-Skills",
"commit": "56f3288",
"license": "MIT",
"skills": 4
},
"rohitg00/skillkit": {
"repo": "https://github.com/rohitg00/skillkit",
"commit": "d2e5c34",
"license": "Apache-2.0",
"skills": 1
},
"alirezarezvani/claude-skills": {
"repo": "https://github.com/alirezarezvani/claude-skills",
"commit": "0241f43",
"license": "MIT",
"skills": 2
},
"hoangsonww/Claude-Code-Agent-Monitor": {
"repo": "https://github.com/hoangsonww/Claude-Code-Agent-Monitor",
"commit": "8f87ce1",
"license": "MIT",
"skills": 1
},
"Chachamaru127/claude-code-harness": {
"repo": "https://github.com/Chachamaru127/claude-code-harness",
"commit": "9851b1a",
"license": "custom (see upstream LICENSE)",
"skills": 1
},
"microsoft/skills": {
"repo": "https://github.com/microsoft/skills",
"commit": "dc543aa",
"license": "MIT",
"skills": 1
},
"samber/cc-skills-golang": {
"repo": "https://github.com/samber/cc-skills-golang",
"commit": "4881c01",
"license": "MIT",
"skills": 1
},
"sanjay3290/ai-skills": {
"repo": "https://github.com/sanjay3290/ai-skills",
"commit": "3619692",
"license": "Apache-2.0",
"skills": 1
},
"honeydew-ai/honeydew-ai-coding-agents-plugins": {
"repo": "https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins",
"commit": "f4066d2",
"license": "Apache-2.0",
"skills": 1
},
"brycewang-stanford/Auto-Empirical-Research-Skills": {
"repo": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills",
"commit": "85bf545",
"license": "CC-BY-4.0",
"skills": 1
},
"secondsky/claude-skills": {
"repo": "https://github.com/secondsky/claude-skills",
"commit": "c4889f6",
"license": "MIT",
"skills": 1
},
"K-Dense-AI/claude-scientific-skills": {
"repo": "https://github.com/K-Dense-AI/claude-scientific-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 1
},
"K-Dense-AI/scientific-agent-skills": {
"repo": "https://github.com/K-Dense-AI/scientific-agent-skills",
"commit": "4d97e29",
"license": "MIT",
"skills": 1
},
"vibeeval/vibecosystem": {
"repo": "https://github.com/vibeeval/vibecosystem",
"commit": "cea9462",
"license": "MIT",
"skills": 1
}
},
"total_skills": 80,
"tiers": {
"core": 77,
"adjacent": 3
}
},
"provenance": {
"items": {
"esco": 25,
"onet": 75,
"jobads": 99,
"wiki_ai": 0,
"anthropic": 5,
"ai_skills": 156,
"stackx": 0
},
"share_percent": {
"esco": 6.9,
"onet": 20.8,
"jobads": 27.5,
"wiki_ai": 0.0,
"anthropic": 1.4,
"ai_skills": 43.3,
"stackx": 0.0
},
"method": "content items per source category"
},
"collar": "white",
"computer_work": true
}

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# External AI agent skills — freight-transport-dispatcher
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](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](https://github.com/anthropics/skills/tree/main/skills/docx) |
| `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](https://github.com/anthropics/skills/tree/main/skills/pdf) |
## Source: wshobson/agents
- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14)
- License: MIT (c) Seth Hobson
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `file-conversion` | adjacent | Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, data, fonts, ebooks, and archives. Free via changethisfile.com, no API key or … | [source](https://github.com/wshobson/agents/tree/main/plugins/file-conversion/skills/file-conversion) |
## Source: a5c-ai/babysitter
- Repository: [https://github.com/a5c-ai/babysitter](https://github.com/a5c-ai/babysitter) (commit `44a5d58b`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `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](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/technical-documentation/skills/translation-management) |
| `cross-dock-orchestrator` | core | Flow-through logistics process coordination skill to minimize storage time and accelerate product movement | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/cross-dock-orchestrator) |
| `driver-scheduling-optimizer` | core | Automated driver assignment and hours of service compliance skill ensuring regulatory compliance and operational efficiency | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/driver-scheduling-optimizer) |
| `production-coordination` | core | Coordinate all aspects of live performance production including scheduling, technical requirements, artist contracts, venue logistics, and show documentation | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/social-sciences-humanities/arts-culture/skills/production-coordination) |
| `route-optimization-engine` | core | AI-powered route planning and optimization skill using advanced algorithms (VRP, TSP) to minimize transportation costs, reduce delivery times, and maximize vehicle utilization | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/route-optimization-engine) |
| `shipment-visibility-tracker` | core | Real-time shipment monitoring and exception management skill with proactive alerting and customer communication | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/shipment-visibility-tracker) |
| `supply-chain-visibility-integrator` | core | End-to-end supply chain visibility integration skill connecting systems and data sources | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/supply-chain-visibility-integrator) |
| `supply-chain-visibility-platform` | core | End-to-end supply chain visibility skill providing real-time tracking and control tower capabilities | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/logistics/skills/supply-chain-visibility-platform) |
| `cost-to-serve-analyzer` | core | Supply chain cost-to-serve analysis skill by customer, product, or channel | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/cost-to-serve-analyzer) |
| `early-warning-monitor` | core | Continuous supplier and supply chain risk monitoring with automated alerts | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/early-warning-monitor) |
| `supply-chain-simulation-engine` | core | Supply chain discrete-event simulation for scenario testing and optimization | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/domains/business/supply-chain/skills/supply-chain-simulation-engine) |
| `Stakeholder Communication` | core | Generate stakeholder-specific communications and presentations for product updates | [source](https://github.com/a5c-ai/babysitter/tree/44a5d58b/library/specializations/product-management/skills/stakeholder-comms) |
## Source: affaan-m/everything-claude-code
- Repository: [https://github.com/affaan-m/everything-claude-code](https://github.com/affaan-m/everything-claude-code) (commit `ed38744`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `carrier-relationship-management` | core | Codified expertise for managing carrier portfolios, negotiating freight rates, tracking carrier performance, allocating freight, and maintaining strategic carrier relationships. Informed by transportation managers with 15+ years … | [source](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/carrier-relationship-management) |
| `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](https://github.com/affaan-m/everything-claude-code/tree/ed38744/skills/google-workspace-ops) |
## Source: alirezarezvani/claude-skills
- Repository: [https://github.com/alirezarezvani/claude-skills](https://github.com/alirezarezvani/claude-skills) (commit `0241f43`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `ceo-advisor` | core | Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making … | [source](https://github.com/alirezarezvani/claude-skills/tree/0241f43/c-level-advisor/skills/ceo-advisor) |
| `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](https://github.com/alirezarezvani/claude-skills/tree/0241f43/engineering-team/google-workspace-cli/skills/google-workspace-cli) |
## Source: avelikiy/great_cto
- Repository: [https://github.com/avelikiy/great_cto](https://github.com/avelikiy/great_cto) (commit `4fe1e39`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `vertical-logistics` | core | Domain knowledge for the logistics & supply-chain vertical (SMB shipping & inventory) so architect and pm don't spec naively. Covers the vocabulary (TMS vs WMS, multi-carrier rate shopping, dimensional weight, BOL/ASN, lot/batch, reorder … | [source](https://github.com/avelikiy/great_cto/tree/4fe1e39/skills/vertical-logistics) |
## Source: brycewang-stanford/Auto-Empirical-Research-Skills
- Repository: [https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills](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 |
|---|---|---|---|
| `create-talk` | core | Generate Beamer presentations for the sewage-house-prices project by dispatching the Storyteller agent (creator) and Discussant agent (critic). Supports 4 formats — job market, seminar, short, lightning. Derives all content from the paper. | [source](https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/85bf545/skills/41-sticerd-eee-sewage-econometrics-check/skills/create-talk) |
## Source: Chachamaru127/claude-code-harness
- Repository: [https://github.com/Chachamaru127/claude-code-harness](https://github.com/Chachamaru127/claude-code-harness) (commit `9851b1a`, retrieved 2026-07-14)
- License: custom (see upstream LICENSE)
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `harness-setup` | core | HAR: Project init, tool setup, agent config, memory setup, skill mirror sync. Trigger: setup, init, new project, CI/Codex setup, harness-mem, mirror. Do NOT load for: implementation, review, release, planning. | [source](https://github.com/Chachamaru127/claude-code-harness/tree/9851b1a/codex/.codex/skills/harness-setup) |
## Source: davepoon/buildwithclaude
- Repository: [https://github.com/davepoon/buildwithclaude](https://github.com/davepoon/buildwithclaude) (commit `3c94e0c`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `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](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/googlesheets-automation) |
| `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](https://github.com/davepoon/buildwithclaude/tree/3c94e0c/plugins/all-skills/skills/raffle-winner-picker) |
## Source: davila7/claude-code-templates
- Repository: [https://github.com/davila7/claude-code-templates](https://github.com/davila7/claude-code-templates) (commit `fa79251`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `supply-chain-guard` | core | Detect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised packages, malicious versions, filesystem IOCs, C2 indicators, and CI/CD misconfigurations. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/supply-chain-guard) |
| `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](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/productivity/raffle-winner-picker) |
| `vulnerability-scanner` | core | Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization. | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/security/vulnerability-scanner) |
| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/davila7/claude-code-templates/tree/fa79251/cli-tool/components/skills/scientific/latex-posters) |
## Source: googleworkspace/cli
- Repository: [https://github.com/googleworkspace/cli](https://github.com/googleworkspace/cli) (commit `a3768d0`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `recipe-create-expense-tracker` | core | Set up a Google Sheets spreadsheet for tracking expenses with headers and initial entries. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-create-expense-tracker) |
| `recipe-log-deal-update` | core | Append a deal status update to a Google Sheets sales tracking spreadsheet. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-log-deal-update) |
| `gws-sheets` | core | Google Sheets: Read and write spreadsheets. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/gws-sheets) |
| `gws-sheets-append` | core | Google Sheets: Append a row to a spreadsheet. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/gws-sheets-append) |
| `gws-sheets-read` | core | Google Sheets: Read values from a spreadsheet. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/gws-sheets-read) |
| `recipe-backup-sheet-as-csv` | core | Export a Google Sheets spreadsheet as a CSV file for local backup or processing. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-backup-sheet-as-csv) |
| `recipe-create-events-from-sheet` | core | Read event data from a Google Sheets spreadsheet and create Google Calendar entries for each row. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-create-events-from-sheet) |
| `recipe-sync-contacts-to-sheet` | core | Export Google Contacts directory to a Google Sheets spreadsheet. | [source](https://github.com/googleworkspace/cli/tree/a3768d0/skills/recipe-sync-contacts-to-sheet) |
## Source: hoangsonww/Claude-Code-Agent-Monitor
- Repository: [https://github.com/hoangsonww/Claude-Code-Agent-Monitor](https://github.com/hoangsonww/Claude-Code-Agent-Monitor) (commit `8f87ce1`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `fleet-runs` | core | Summarize Workflow-tool fleet runs from the Agent Monitor — these fleets emit no hooks and are ingested from on-disk run journals. List recent runs with status and agents-per-run, then drill into a single run's per-agent detail. Reconciles … | [source](https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/8f87ce1/plugins/ccam-workflows/skills/fleet-runs) |
## Source: honeydew-ai/honeydew-ai-coding-agents-plugins
- Repository: [https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins](https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins) (commit `f4066d2`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `context-item-creation` | core | Guides you through creating context items — instructions, skills, knowledge pointers, and memory events — that give the AI analyst persistent knowledge about your organization. Covers when to create each type, naming conventions, folder … | [source](https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins/tree/f4066d2/skills/context-item-creation) |
## Source: hypnguyen1209/offensive-claude
- Repository: [https://github.com/hypnguyen1209/offensive-claude](https://github.com/hypnguyen1209/offensive-claude) (commit `4d62be7`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `cicd-supply-chain` | core | Use when attacking or auditing a CI/CD pipeline or software supply chain — pwn requests, poisoned pipeline execution, compromised/mutable-tag actions, dependency confusion, registry worms, runner backdoors, OIDC trust abuse, SLSA/provenance | [source](https://github.com/hypnguyen1209/offensive-claude/tree/4d62be7/skills/cicd-supply-chain) |
| `vulnerability-analysis` | core | Use when auditing source code for vulnerabilities — drive CodeQL/Semgrep/Joern to taint untrusted data source-to-sink across injection, memory safety, deserialization/prototype-pollution, secrets/crypto/authz/race, and supply-chain risks | [source](https://github.com/hypnguyen1209/offensive-claude/tree/4d62be7/skills/vulnerability-analysis) |
## Source: jeremylongshore/claude-code-plugins-plus-skills
- Repository: [https://github.com/jeremylongshore/claude-code-plugins-plus-skills](https://github.com/jeremylongshore/claude-code-plugins-plus-skills) (commit `e112938a`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `flexport-prod-checklist` | core | Execute Flexport production deployment checklist for logistics integrations. Use when deploying shipment tracking, booking automation, or supply chain integrations to production with proper monitoring and rollback. Trigger: "flexport … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-prod-checklist) |
| `flexport-core-workflow-a` | core | Execute Flexport primary workflow: shipment booking and purchase order management. Use when creating bookings, managing purchase orders, tracking freight, or building the core shipment lifecycle integration. Trigger: "flexport booking", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-core-workflow-a) |
| `flexport-deploy-integration` | core | Deploy Flexport logistics integrations to Vercel, Fly.io, and Cloud Run. Use when deploying shipment tracking dashboards, webhook receivers, or supply chain automation services to production infrastructure. Trigger: "deploy flexport", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-deploy-integration) |
| `flexport-data-handling` | core | Implement data handling for Flexport supply chain data including PII redaction, shipment data retention, GDPR compliance, and secure document management. Trigger: "flexport data handling", "flexport PII", "flexport GDPR", "flexport data … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-data-handling) |
| `flexport-install-auth` | core | Install and configure Flexport API authentication with API keys or OAuth credentials. Use when setting up a new Flexport logistics integration, configuring bearer tokens, or initializing the Flexport REST API client for shipment and supply … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-install-auth) |
| `flexport-webhooks-events` | core | Implement Flexport webhook event handling for shipment milestones, booking updates, purchase order events, and invoice notifications. Trigger: "flexport webhooks", "flexport events", "flexport milestones", "flexport shipment tracking … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-webhooks-events) |
| `snowflake-load-scale` | core | Implement Snowflake load testing, warehouse scaling, and capacity planning. Use when testing query performance at scale, configuring multi-cluster warehouses, or planning capacity for production Snowflake workloads. Trigger with phrases … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/snowflake-pack/skills/snowflake-load-scale) |
| `flexport-core-workflow-b` | core | Execute Flexport secondary workflow: commercial invoices, products catalog, and freight invoices. Use when managing commercial invoices for customs, maintaining product catalogs, or handling freight billing through the Flexport API. … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-core-workflow-b) |
| `gamma-core-workflow-b` | core | Generate from templates, retrieve exports, and manage sharing via Gamma API. Use when creating content from template gammas, downloading PDF/PPTX/PNG exports, or configuring sharing and folder organization. Trigger: "gamma template", … | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/gamma-pack/skills/gamma-core-workflow-b) |
| `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](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/apify-pack/skills/apify-cost-tuning) |
| `flexport-incident-runbook` | core | Execute Flexport incident response for API outages, webhook failures, and supply chain data sync issues with triage and mitigation steps. Trigger: "flexport incident", "flexport outage", "flexport down", "flexport emergency". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-incident-runbook) |
| `flexport-reference-architecture` | core | Implement Flexport reference architecture for supply chain integrations with best-practice project layout, service boundaries, and data flow. Trigger: "flexport architecture", "flexport project structure", "flexport system design". | [source](https://github.com/jeremylongshore/claude-code-plugins-plus-skills/tree/e112938a/plugins/saas-packs/flexport-pack/skills/flexport-reference-architecture) |
## Source: K-Dense-AI/claude-scientific-skills
- Repository: [https://github.com/K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) (commit `4d97e29`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/claude-scientific-skills/tree/4d97e29/skills/latex-posters) |
## Source: K-Dense-AI/scientific-agent-skills
- Repository: [https://github.com/K-Dense-AI/scientific-agent-skills](https://github.com/K-Dense-AI/scientific-agent-skills) (commit `4d97e29`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `latex-posters` | core | Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, … | [source](https://github.com/K-Dense-AI/scientific-agent-skills/tree/4d97e29/skills/latex-posters) |
## Source: microsoft/skills
- Repository: [https://github.com/microsoft/skills](https://github.com/microsoft/skills) (commit `dc543aa`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `azure-mgmt-apicenter-py` | core | Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance". | [source](https://github.com/microsoft/skills/tree/dc543aa/.github/plugins/azure-sdk-python/skills/azure-mgmt-apicenter-py) |
## Source: mohitagw15856/pm-claude-skills
- Repository: [https://github.com/mohitagw15856/pm-claude-skills](https://github.com/mohitagw15856/pm-claude-skills) (commit `876fa30`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `logistics-incident-report` | core | Write up a supply chain disruption — port delay, carrier failure, customs hold, or in-transit damage — as a decision-ready incident report. Use when asked to document a shipment delay, write up a logistics failure, report a customs hold, … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-supplychain/skills/logistics-incident-report) |
| `bom-cost-review` | core | Review a bill of materials for cost, risk, and supply exposure — cost rollup, top-10 cost drivers, single-source and EOL risk, MOQ vs forecast mismatch, cost-down candidates, and tariff/logistics sensitivity. Use when asked to review a … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-hardware/skills/bom-cost-review) |
| `sop-meeting-prep` | core | Prepare an S&OP cycle readout that surfaces the demand-supply gaps and forces the three decisions the meeting must make. Use when asked to prep an S&OP meeting, build the executive S&OP deck, summarize demand vs supply for the monthly … | [source](https://github.com/mohitagw15856/pm-claude-skills/tree/876fa30/plugins/pm-supplychain/skills/sop-meeting-prep) |
## Source: mukul975/Anthropic-Cybersecurity-Skills
- Repository: [https://github.com/mukul975/Anthropic-Cybersecurity-Skills](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](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-macro-malware-in-office-documents) |
| `verifying-build-provenance-with-slsa-sigstore` | core | Verify signed artifacts and SLSA build provenance with Sigstore cosign and slsa-verifier, enforce keyless OIDC identity, and apply SLSA Build levels to harden the software supply chain. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/verifying-build-provenance-with-slsa-sigstore) |
| `analyzing-sbom-for-supply-chain-vulnerabilities` | core | Parses Software Bill of Materials (SBOM) in CycloneDX and SPDX JSON formats to identify supply chain vulnerabilities by correlating components against the NVD CVE database via the NVD 2.0 API. Builds dependency graphs, calculates risk … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-sbom-for-supply-chain-vulnerabilities) |
| `analyzing-supply-chain-malware-artifacts` | core | Investigate supply chain attack artifacts including trojanized software updates, compromised build pipelines, and sideloaded dependencies to identify intrusion vectors and scope of compromise. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/analyzing-supply-chain-malware-artifacts) |
| `hunting-for-supply-chain-compromise` | core | Hunt for supply chain compromise indicators including trojanized software updates, compromised dependencies, unauthorized code modifications, and tampered build artifacts. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/hunting-for-supply-chain-compromise) |
| `implementing-code-signing-for-artifacts` | core | This skill covers implementing code signing for build artifacts to ensure integrity and authenticity throughout the software supply chain. It addresses signing binaries, packages, and containers using GPG, Sigstore, and platform-specific … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-code-signing-for-artifacts) |
| `implementing-supply-chain-security-with-in-toto` | core | Implement software supply chain integrity verification for container builds using the in-toto framework to create cryptographically signed attestations across CI/CD pipeline steps. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/implementing-supply-chain-security-with-in-toto) |
| `performing-supply-chain-attack-simulation` | core | Simulate and detect software supply chain attacks including typosquatting detection via Levenshtein distance, dependency confusion testing against private registries, package hash verification with pip, and known vulnerability scanning … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-supply-chain-attack-simulation) |
| `managing-third-party-vendor-risk` | core | Build and run a third-party / vendor risk management (TPRM) program aligned to NIST SP 800-161 C-SCRM and NIST CSF 2.0 GV.SC: inventory and tier vendors by risk, send the right due-diligence questionnaire (SIG, CAIQ), review evidence (SOC … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/managing-third-party-vendor-risk) |
| `performing-thick-client-application-penetration-test` | core | Conduct a thick client application penetration test to identify insecure local storage, hardcoded credentials, DLL hijacking, memory manipulation, and insecure API communication in desktop applications using dnSpy, Procmon, and Burp Suite. | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-thick-client-application-penetration-test) |
| `detecting-supply-chain-attacks-in-ci-cd` | core | Scans GitHub Actions workflows and CI/CD pipeline configurations for supply chain attack vectors including unpinned actions, script injection via expressions, dependency confusion, and secrets exposure. Uses PyGithub and YAML parsing for … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/detecting-supply-chain-attacks-in-ci-cd) |
| `performing-api-inventory-and-discovery` | core | Performs API inventory and discovery to identify all API endpoints in an organization''s environment including documented, undocumented, shadow, zombie, and deprecated APIs. The tester uses passive traffic analysis, active scanning, DNS … | [source](https://github.com/mukul975/Anthropic-Cybersecurity-Skills/tree/673da1f/skills/performing-api-inventory-and-discovery) |
## Source: muratcankoylan/Agent-Skills-for-Context-Engineering
- Repository: [https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering) (commit `c578e85`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `memory-systems` | core | This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal validity, graph or vector retrieval, memory consolidation, and memory benchmark selection. Route … | [source](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/c578e85/skills/memory-systems) |
## Source: nexscope-ai/eCommerce-Skills
- Repository: [https://github.com/nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills) (commit `56f3288`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `supply-chain-optimization-shopify` | core | Supply Chain Bottleneck Analyzer for Shopify/DTC stores. Diagnose cash flow, inventory, shipping costs, and customer acquisition efficiency. Includes CAC/LTV analysis, 3PL cost optimization, and ad spend benchmarks. No API key required for … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-shopify) |
| `supply-chain-optimization-tiktok` | core | Supply Chain Bottleneck Analyzer for TikTok Shop sellers. Diagnose cash flow, inventory turnover, affiliate commissions, and return rates. Includes FBT cost analysis, influencer payout optimization, and viral product lifecycle management. … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-tiktok) |
| `supply-chain-optimization-walmart` | core | Supply Chain Bottleneck Analyzer for Walmart Marketplace sellers. Diagnose cash flow, inventory, WFS costs, and referral fees. Includes comparison with Amazon FBA, lower storage fee optimization, and Walmart Connect ad spend analysis. No … | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-walmart) |
| `supply-chain-optimization-amazon-lite` | core | Supply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversation | [source](https://github.com/nexscope-ai/eCommerce-Skills/tree/56f3288/supply-chain-optimization/supply-chain-optimization-amazon) |
## Source: rohitg00/skillkit
- Repository: [https://github.com/rohitg00/skillkit](https://github.com/rohitg00/skillkit) (commit `d2e5c34`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `handoff-protocols` | core | Manages work transitions between team members or agents by creating structured handoff documents, summarizing project status, documenting key decisions, blockers, and open questions, and generating onboarding briefs. Use when someone needs … | [source](https://github.com/rohitg00/skillkit/tree/d2e5c34/packages/core/src/methodology/packs/collaboration/handoff-protocols) |
## Source: samber/cc-skills-golang
- Repository: [https://github.com/samber/cc-skills-golang](https://github.com/samber/cc-skills-golang) (commit `4881c01`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `golang-security` | core | Security best practices and vulnerability prevention for Golang. Covers injection (SQL, command, XSS), cryptography, filesystem safety, network security, cookies, secrets management, memory safety, and logging. Apply when writing, … | [source](https://github.com/samber/cc-skills-golang/tree/4881c01/skills/golang-security) |
## Source: sanjay3290/ai-skills
- Repository: [https://github.com/sanjay3290/ai-skills](https://github.com/sanjay3290/ai-skills) (commit `3619692`, retrieved 2026-07-14)
- License: Apache-2.0
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `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](https://github.com/sanjay3290/ai-skills/tree/3619692/skills/google-sheets) |
## Source: secondsky/claude-skills
- Repository: [https://github.com/secondsky/claude-skills](https://github.com/secondsky/claude-skills) (commit `c4889f6`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `dependency-upgrade` | core | Secure dependency upgrades with supply chain protection, cooldowns, and staged rollout. Use when upgrading deps, configuring security policies, or preventing supply chain attacks. | [source](https://github.com/secondsky/claude-skills/tree/c4889f6/plugins/dependency-upgrade/skills/dependency-upgrade) |
## Source: vibeeval/vibecosystem
- Repository: [https://github.com/vibeeval/vibecosystem](https://github.com/vibeeval/vibecosystem) (commit `cea9462`, retrieved 2026-07-14)
- License: MIT
| Skill | Tier | What it adds | Upstream |
|---|---|---|---|
| `memory-palace` | core | Hierarchical memory organization for multi-session context retention. Wings (projects) > Rooms (domains) > Drawers (decisions). Semantic search across all memories with zero cloud dependency. | [source](https://github.com/vibeeval/vibecosystem/tree/cea9462/skills/memory-palace) |

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# Market evidence report — freight-transport-dispatcher
Source: **41 real job ads** (JSearch API, countries: us 41), extracted into the MSSQL evidence store; as of 2026-07-12.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).
## Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 29 | 71 % |
| junior | 10 | 24 % |
| n/a | 2 | 5 % |
## Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Microsoft Office | 7 | 17 % |
| 2 | DAT | 6 | 15 % |
| 3 | Microsoft Excel | 6 | 15 % |
| 4 | Truckstop | 5 | 12 % |
| 5 | dispatch software | 4 | 10 % |
| 6 | Google Sheets | 3 | 7 % |
| 7 | Microsoft Word | 3 | 7 % |
## Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | freight dispatching | 17 | 41 % |
| 2 | record maintenance | 8 | 20 % |
| 3 | shipment tracking | 7 | 17 % |
| 4 | communication | 6 | 15 % |
| 5 | dispatching | 6 | 15 % |
| 6 | load planning | 5 | 12 % |
| 7 | logistics coordination | 5 | 12 % |
| 8 | problem solving | 5 | 12 % |
| 9 | rate negotiation | 5 | 12 % |
| 10 | communication skills | 4 | 10 % |
| 11 | freight coordination | 4 | 10 % |
| 12 | multitasking | 4 | 10 % |
| 13 | organizational skills | 4 | 10 % |
| 14 | record keeping | 4 | 10 % |
| 15 | route optimization | 4 | 10 % |
| 16 | billing | 3 | 7 % |
| 17 | incident investigation | 3 | 7 % |
| 18 | load booking | 3 | 7 % |
| 19 | organization | 3 | 7 % |
## Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
## Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | driver communication | 11 | 27 % |
| 2 | broker communication | 6 | 15 % |
| 3 | truck management | 6 | 15 % |
| 4 | freight coordination | 5 | 12 % |
| 5 | issue resolution | 5 | 12 % |
| 6 | book of business development | 4 | 10 % |
| 7 | carrier volume management | 4 | 10 % |
| 8 | customer communication | 4 | 10 % |
| 9 | driver scheduling | 4 | 10 % |
| 10 | rate negotiation | 4 | 10 % |
| 11 | truck communication | 4 | 10 % |
| 12 | record keeping | 3 | 7 % |
| 13 | record maintenance | 3 | 7 % |
| 14 | route optimization | 3 | 7 % |
| 15 | shipment tracking | 3 | 7 % |
| 16 | truck dispatching | 3 | 7 % |
## Regional breakdown
> **Corpus note:** 41 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
### US (us)
41 ads.
**Top hard skills:**
- freight dispatching — 41 % (17 ads)
- record maintenance — 20 % (8 ads)
- shipment tracking — 17 % (7 ads)
- communication — 15 % (6 ads)
- dispatching — 15 % (6 ads)
- load planning — 12 % (5 ads)
- logistics coordination — 12 % (5 ads)
- problem solving — 12 % (5 ads)
- rate negotiation — 12 % (5 ads)
- communication skills — 10 % (4 ads)
**Top tools:**
- Microsoft Office — 17 % (7 ads)
- DAT — 15 % (6 ads)
- Microsoft Excel — 15 % (6 ads)
- Truckstop — 12 % (5 ads)
- dispatch software — 10 % (4 ads)
- Google Sheets — 7 % (3 ads)
- Microsoft Word — 7 % (3 ads)
- ELD systems — 5 % (2 ads)
- GPS tools — 5 % (2 ads)
- GPS tracking — 5 % (2 ads)
**Seniority:** mid 71 % · junior 24 % · n/a 5 %
### UK (gb)
**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
### EU/DACH (de, at, ch, nl)
**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
## Job title variants in the market
| Title | Ads |
|---|---|
| Trucking Dispatcher | 3 |
| Earn $1,500-$3,000+ Weekly | Now Hiring Freight Dispatchers (Experienced & Entry-Level) | 2 |
| Entry-Level Freight Dispatcher | 2 |
| Entry-Level Freight Dispatcher - Weekly Pay: $1,800 to $3,200+ | 2 |
| Freight Dispatchers Wanted (Experienced & Entry-Level) – Work From Home & Earn $8,000 to $15,000+ Per Month | 2 |
| $12,000+ Per Month | Freight Dispatchers Wanted (Experienced & Entry-Level) | 1 |
| 12,000+ Per Month | Freight Dispatchers Wanted (Experienced & Entry-Level) | 1 |
| 3,000+ Weekly | Now Hiring Freight Dispatchers (Experienced & Entry-Level) | 1 |
| City Dispatcher | 1 |
| Dispatch Manager | 1 |
| Dispatcher | 1 |
| Dispatcher - Moving Services | 1 |
| Dispatcher, Central Dispatch - TForce Freight | 1 |
| Dispatcher/Freight Management | 1 |
| Earn $6,000-$12,000+ Per Month | Freight Dispatchers Wanted (Experienced & Entry-Level) | 1 |
| Earn 15003000 Weekly Now Hiring Freight Dispatchers Experienced EntryLevel | 1 |
| Entry-Level Freight Dispatcher - $1,200-$2,500 Weekly | 1 |
| EntryLevel Freight Dispatcher Remote Earn 2200 to 3000 Weekly 114400156000 Annually | 1 |
| Entry-Level Freight Dispatcher: Flexible Hours, Weekly Pay | 1 |
| First Shift Dispatcher | 1 |
| Freight Allocation & Dispatch Operator | 1 |
| Freight Allocation Dispatch Operator | 1 |
| Freight Dispatcher | 1 |
| Freight Dispatcher (Independent Contractor) - $1,800 to $4,500+ Weekly Potential | 1 |
| Freight Dispatcher | Fast-Paced Logistics & Driver Support | 1 |
Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.

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# Occupation profile — freight transport dispatcher
- **ESCO URI:** http://data.europa.eu/esco/occupation/49e28648-4fa8-4b36-ac4d-781c108547bf
- **ESCO code:** 4323.6
- **ISCO-08 group:** 4323 — Transport clerks
- **O*NET-SOC:** 43-5011.01 — Freight Forwarders (match: exactMatch)
## Description (ESCO)
Freight transport dispatchers receive and transmit reliable messages, track vehicles and equipment, and record other important information. They oversee the planning operations of dispatching by coordinating different modes of transport. Freight transport dispatchers structure routes or services and determine the appropriate mode of transport. They are also responsible for equipment and vehicle maintenance and workers dispatching. The freight transport dispatchers provide the legal and contractual documentation for the transporting parties.
## Definition
nan
## Alternative labels
- dispatching officer
- air freight dispatcher
- freight logistics dispatcher
- freight dispatching operator
- freight dispatcher
- freight transportation dispatcher
- freight dispatching officer
- dispatcher of freight
- dispatcher

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# Competences — freight transport dispatcher
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/49e28648-4fa8-4b36-ac4d-781c108547bf).
## Essential
- **apply transportation management concepts** (skill/competence)
- **communicate verbal instructions** (skill/competence)
- **conduct analysis of ship data** (skill/competence)
- **freight transport methods** (knowledge)
- **geographic areas** (knowledge)
- **keep task records** (skill/competence)
- **make independent operating decisions** (skill/competence)
- **manage dispatch software systems** (skill/competence)
- **manage fleet capacity** (skill/competence)
- **manage truck drivers** (skill/competence)
- **monitor vehicle fleet operations** (skill/competence)
- **prepare transportation routes** (skill/competence)
- **road transport legislation** (knowledge)
- **schedule and dispatch drivers** (skill/competence)
- **supervise crew** (skill/competence)
- **work in a water transport team** (skill/competence)
## Optional
- handle intermodal equipment (skill/competence)
- have computer literacy (skill/competence)
- intermodal options (knowledge)
- intermodalism (knowledge)
- organise information (skill/competence)
- statistics (knowledge)
- stay alert (skill/competence)
- warehouse operations (knowledge)
<!-- market-evidence -->
## Market evidence (job-ad analysis, 41 ads, as of 2026-07-12)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
### Hard skills
- freight dispatching — **41 %**
- record maintenance — **20 %**
### Responsibilities
- driver communication — **27 %**
<!-- market-evidence -->

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# Tasks & work activities — freight transport dispatcher
Source: O*NET 30.3, occupation 43-5011.01 (Freight Forwarders).
## Task statements
- **[Core]** Select shipment routes, based on nature of goods shipped, transit times, or security needs.
- **[Core]** Determine efficient and cost-effective methods of moving goods from one location to another.
- **[Core]** Reserve necessary space on ships, aircraft, trains, or trucks.
- **[Core]** Arrange delivery or storage of goods at destinations.
- **[Core]** Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.
- **[Core]** Calculate weight, volume, or cost of goods to be moved.
- **[Core]** Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin.
- **[Core]** Consolidate loads with a common destination to reduce costs to individual shippers.
- **[Core]** Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.
- **[Core]** Keep records of goods dispatched or received.
- **[Core]** Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping.
- **[Core]** Monitor or record locations of goods in transit.
- **[Core]** Negotiate shipping rates with freight carriers.
- **[Core]** Obtain or arrange cargo insurance.
- **[Core]** Pay or arrange for payment of freight or insurance fees or other charges.
- **[Core]** Prepare invoices or cost quotations for freight transportation.
- **[Core]** Verify proper packaging and labeling of exported goods.
- **[Core]** Verify adherence of documentation to customs, insurance, or regulatory requirements.
- **[Core]** Arrange for applicable duties, taxes, or paperwork for customs clearance.
- **[Core]** Complete customs paperwork.
- **[Core]** Provide detailed port information to importers or exporters.
- **[Core]** Provide shipment status notification to exporters, consignees, or insurers.
- **[Core]** Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts.
- **[Supplemental]** Assist clients in obtaining insurance reimbursements.
- **[Supplemental]** Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs.
- **[Supplemental]** Make arrangements with customs brokers to facilitate the passage of goods through customs.
- **[Supplemental]** Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.
- **[Supplemental]** Analyze shipping routes to determine how to minimize environmental impact.
- **[Supplemental]** Consider environmental sustainability factors when determining merchandise packing methods.
- **[Supplemental]** Recommend shipping solutions to minimize cost or environmental impacts.
- **[Supplemental]** Review the environmental records of freight carriers to inform shipping decisions.
## Detailed work activities
- Analyze shipping information to make routing decisions.
- Arrange insurance coverage.
- Assist individuals with paperwork.
- Calculate shipping costs.
- Complete documentation required by programs or regulations.
- Confer with others to conduct or arrange operational activities.
- Coordinate shipping activities with external parties.
- Examine documents to verify adherence to requirements.
- Execute sales or other financial transactions.
- Explain regulations, policies, or procedures.
- Identify opportunities to improve operational efficiency.
- Maintain current knowledge related to work activities.
- Negotiate financial arrangements.
- Prepare documentation for contracts, transactions, or regulatory compliance.
- Recommend packing or shipping methods.
- Record shipping information.
- Refer customers to appropriate personnel.
- Track goods or materials.
- Verify shipping documentation.

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# Tools & technology — freight transport dispatcher
Source: O*NET 30.3 'Software Skills' for 43-5011.01.
| Software | Category | Hot technology |
|---|---|---|
| Microsoft Outlook | Electronic mail software | yes |
| SAP software | Enterprise resource planning ERP software | yes |
| Microsoft Office software | Office suite software | yes |
| Microsoft PowerPoint | Presentation software | yes |
| Microsoft Excel | Spreadsheet software | yes |
| Microsoft Word | Word processing software | yes |
| IES Ecellerate | Compliance software | |
| QuestaWeb TradeMaster QW | Compliance software | |
| AESDirect | Data base user interface and query software | |
| Email software | Electronic mail software | |
| Manufacturing resource planning MRP software | Enterprise resource planning ERP software | |
| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | |
| Package tracking software | Industrial control software | |
| Web browser software | Internet browser software | |
| Arcline ArcFreight | Materials requirements planning logistics and supply chain software | |
| CargoWise ediEnterprise | Materials requirements planning logistics and supply chain software | |
| CEDAS Gateway | Materials requirements planning logistics and supply chain software | |
| Kewill Global Trade and Logistics | Materials requirements planning logistics and supply chain software | |
| RedBerry Logistics | Materials requirements planning logistics and supply chain software | |
| Riege Software International Procars | Materials requirements planning logistics and supply chain software | |
| Star Tec Software Hercules Export | Materials requirements planning logistics and supply chain software | |
| Tailwind Management Systems Tailwind | Materials requirements planning logistics and supply chain software | |
| TMW Enterprise Transportation Management Systems | Materials requirements planning logistics and supply chain software | |
| Order management software | Procurement software | |