Thu Digitizer
franklee16/academic-research-skills
Extract and validate numeric data from chart images, PDF figures, and official source-data files locally and reproducibly, with calibrated axes, compact-scatter recovery plus residual audits…
Internal helper: export web findings to CSV with Deque University links.
Install Web CSV Reporter
$ npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Community-Access/accessibility-agents web-csv-reporter --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Community-Access/accessibility-agents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/web-csv-reporter .claude/skills/web-csv-reporter && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "web-csv-reporter" agent skill from https://github.com/Community-Access/accessibility-agents/tree/main/skills/web-csv-reporter into .claude/skills/web-csv-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-csv-reporter", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Community-Access/accessibility-agents/tree/main/skills/web-csv-reporterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Community-Access/accessibility-agents web-csv-reporter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Community-Access/accessibility-agents.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/web-csv-reporter .agents/skills/web-csv-reporter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "web-csv-reporter" agent skill from https://github.com/Community-Access/accessibility-agents/tree/main/skills/web-csv-reporter into .agents/skills/web-csv-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-csv-reporter", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Community-Access/accessibility-agents web-csv-reporter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Community-Access/accessibility-agents.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/web-csv-reporter .cursor/skills/web-csv-reporter && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "web-csv-reporter" agent skill from https://github.com/Community-Access/accessibility-agents/tree/main/skills/web-csv-reporter into .cursor/skills/web-csv-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-csv-reporter", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Community-Access/accessibility-agents.git --path skills/web-csv-reporter--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Community-Access/accessibility-agents web-csv-reporter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Community-Access/accessibility-agents.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/web-csv-reporter .gemini/skills/web-csv-reporter && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "web-csv-reporter" agent skill from https://github.com/Community-Access/accessibility-agents/tree/main/skills/web-csv-reporter into .gemini/skills/web-csv-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-csv-reporter", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Community-Access/accessibility-agents web-csv-reporterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Community-Access/accessibility-agents.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/web-csv-reporter .github/skills/web-csv-reporter && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "web-csv-reporter" agent skill from https://github.com/Community-Access/accessibility-agents/tree/main/skills/web-csv-reporter into .github/skills/web-csv-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-csv-reporter", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Community-Access/accessibility-agents web-csv-reporter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Community-Access/accessibility-agents.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/web-csv-reporter .opencode/skills/web-csv-reporter && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "web-csv-reporter" agent skill from https://github.com/Community-Access/accessibility-agents/tree/main/skills/web-csv-reporter into .opencode/skills/web-csv-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-csv-reporter", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
web-csv-reporter- GitHub stars
- 423
- Token cost
- ~1.1k tokens
- SKILL.md length
- 486 words
- Files
- 3 (incl. references)
- Skills in repo
- 108
- Repo updated
- First seen
- Licence
- MIT
At a glance
Internal helper: export web findings to CSV with Deque University links.
- Works in 8 steps: Encoding: UTF-8 with BOM for Excel… → Quoting: Quote all text fields; escape… → Dates: ISO 8601 format… → …
- Tasks that involve CSV and tabular files
- SKILL.md covers Output Path, WCAG Understanding Document…, CSV Generation Rules and Priority Assignment Rules, plus 4 more sections
- Reaches w3.org
What it does
Web CSV Reporter is an agent skill from Community-Access/accessibility-agents. Internal helper: export web findings to CSV with Deque University links.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/csv-output-files.md`).
It sits in Documents & Office, covering CSV and tabular files and Accessibility. The repository describes itself as: Accessibility review agents for Claude Code, GitHub Copilot, and Claude Desktop. Eleven specialists that enforce WCAG 2.2 AA compliance so AI coding tools stop generating… The licence is MIT.
When your agent uses it
- Tasks that involve CSV and tabular files
- Tasks that involve Accessibility
Example prompts
- “/web-csv-reporter”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Encoding: UTF-8 with BOM for Excel compatibility
- Quoting: Quote all text fields; escape internal quotes by doubling ("")
- Dates: ISO 8601 format (YYYY-MM-DDTHH:MM:SSZ)
- Empty fields: Use empty quotes ("") not NULL
- Line endings: CRLF for cross-platform compatibility
- Header row: Always include as the first row
- File naming: Use the exact filenames specified above, or prefix with a user-provided project name (e.g…
- ROI score calculation: instances x severity_weight where Critical=10, Serious=7, Moderate=3, Minor=1
What it can do on your machine
Read from SKILL.md and the folder at commit decf6ba. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
w3.org
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Web CSV Reporter loads about 1.1k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 22 tokens; SKILL.md has 486 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Community-Access/accessibility-agents at commit decf6ba, republished under its MIT licence (© Community-Access). 486 words, ~1,137 tokens.
Download SKILL.mdSave it as
.claude/skills/web-csv-reporter/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- web-csv-reporter
- description
- Internal helper: export web findings to CSV with Deque University links.
- license
- MIT
- disable-model-invocation
- true
- user-invocable
- false
- metadata.tier
- helper
- metadata.domain
- web
- metadata.output
- artifact
- metadata.effort
- low
- metadata.title
- Web CSV Reporter
You are a web accessibility CSV report generator. You receive aggregated web audit findings and produce structured CSV files optimized for reporting, tracking, and remediation workflows.
Load the help-url-reference skill for the complete Accessibility Insights URL mappings and WCAG understanding document links.
Output Path
Write all output files to the current working directory. In a VS Code workspace this is the workspace root folder. From a CLI this is the shell's current directory. If the user specifies an alternative path, use that instead. Never write output to temporary directories, session storage, or agent-internal state.
WCAG Understanding Document URL Pattern
Base: https://www.w3.org/WAI/WCAG22/Understanding/
Map criterion number to slug:
1.1.1 -> non-text-content
1.3.1 -> info-and-relationships
1.3.5 -> identify-input-purpose
1.4.3 -> contrast-minimum
1.4.4 -> resize-text
2.4.1 -> bypass-blocks
2.4.2 -> page-titled
2.4.3 -> focus-order
2.4.7 -> focus-visible
3.1.1 -> language-of-page
3.3.2 -> labels-or-instructions
4.1.1 -> parsing
4.1.2 -> name-role-valueCSV Generation Rules
- Encoding: UTF-8 with BOM for Excel compatibility
- Quoting: Quote all text fields; escape internal quotes by doubling (
"") - Dates: ISO 8601 format (
YYYY-MM-DDTHH:MM:SSZ) - Empty fields: Use empty quotes (
"") not NULL - Line endings: CRLF for cross-platform compatibility
- Header row: Always include as the first row
- File naming: Use the exact filenames specified above, or prefix with a user-provided project name (e.g.,
myproject-WEB-ACCESSIBILITY-FINDINGS.csv) - ROI score calculation:
instances x severity_weightwhere Critical=10, Serious=7, Moderate=3, Minor=1
Priority Assignment Rules
Each severity, with its pattern type and priority.
| Severity | Pattern Type | Priority |
|---|---|---|
| Critical (any) | Any | Immediate |
| Serious | Systemic | Immediate |
| Serious | Template | Immediate |
| Serious | Page-specific | Soon |
| Moderate | Systemic | Soon |
| Moderate | Template/Page | When Possible |
| Minor | Any | When Possible |
Integration Notes
- CSV files can be imported into Excel, Google Sheets, Jira, Azure DevOps, or any tracking system
- The
finding_idcolumn enables cross-referencing between CSVs and the markdown audit report - The
remediation_statuscolumn supports delta tracking when comparing successive audit exports - The
deque_help_urlcolumn provides direct links to Accessibility Insights for developer self-service learning - The
roi_scorein the remediation CSV helps teams prioritize fixes with the highest impact-to-effort ratio
Multi-Agent Reliability
Show full SKILL.md (195 more words)Show less
Role
You are a read-only reporter. You read audit reports and produce CSV files. You never modify source documents or audit reports.
Output Contract
Return to web-accessibility-wizard:
files_written: list of CSV file paths createdfindings_exported: total count of findings written to CSVscorecard_pages: count of pages in the scorecard CSVremediation_items: count of items in the remediation CSVstatus:success|partial(with reason) |failed(with error)
Handoff Transparency
When invoked by web-accessibility-wizard:
- Announce start: "Generating CSV export from web audit report: [N] findings across [N] pages"
- Announce completion: "CSV export complete: [N] findings exported to [paths]. Scorecard: [N] pages. Remediation: [N] items."
- On failure: "CSV export failed: [reason]. No files written."
You return results to web-accessibility-wizard. Users see the export summary and file locations.
Reference files
Read one only when the task reaches it. Do not read them all up front.
references/csv-output-files.md- CSV Output Files, Accessibility Insights Help URL Patterns
Output contract
Produce the file or script the task asks for. Report what you wrote as a short list of paths and what each one changes. Do not restate the file contents.
Shared rules, dispatch contract and schemas: skills/a11y-core/SKILL.md.
Authoritative specifications for this skill: skills/a11y-core/references/sources.md.
© Community-Access, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in skills/web-csv-reporter of Community-Access/accessibility-agents.
- SKILL.md
- agents/openai.yaml
- references/csv-output-files.md
Open the folder on GitHubat commit decf6ba
Compare with similar skills
Web CSV Reporter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Web CSV Reporter this skillCommunity-Access/accessibility-agents | 423 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Thu Digitizerfranklee16/academic-research-skills | 223 | — | ~8.5k | Automated safety check: Pass | MIT | |
| Openkb HTML CriticVectifyAI/OpenKB | 4.8k | 1 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| VisualizerPinvou/pinvou-agent | 2.4k | — | ~933 | Automated safety check: Pass | MIT | |
| Exec Reportpnp/sharepoint-skills | 132 | — | ~2k | Automated safety check: Pass | MIT | |
| Accessible Document CreatorFerroxLabs/wayland | 608 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Openkb HTML Critic
VectifyAI/OpenKB
A skill your agent uses to review a generated HTML deck or single-page artifact for visual quality and structural correctness.
Visualizer
Pinvou/pinvou-agent
当用户要求数据可视化、做图表、生成看板、数据仪表盘、可视化报告、Excel/CSV 转图表、预算/销售/运营等指标分析页面、Chart.js 可视化时使用。只处理数据可视化任务；纯网页、banner、海报、简历等非数据图表设计任务应交给 visual-design。数据报告页以图表为主体归本技能；以文案排版为主体的静态报告页归 visual-design。
Exec Report
pnp/sharepoint-skills
Generates a polished, self-contained HTML executive report or dashboard from any data source — SharePoint lists, CSV exports, or a user description.
Accessible Document Creator
FerroxLabs/wayland
Create accessible PDF, Word, PowerPoint, and email documents with proper structure, reading order, alternative text, and compliance with PDF/UA, WCAG, and Section 508 standards.
Sharepoint Safe HTML
pnp/sharepoint-skills
Creates accessible, single-file HTML artifacts that render reliably in SharePoint, OneDrive, Teams, File Viewer, and embedded iframe preview surfaces.
More from Community-Access/accessibility-agents
All 108 skills in this repoA11y Core
Community-Access/accessibility-agents
Shared contract for the Accessibility Agents skills - dispatch, findings schema, report rules.
Kb Web Scanning
Community-Access/accessibility-agents
Reference data, not a reviewer. An agent skill from Community-Access/accessibility-agents.
Accessibility Lead
Community-Access/accessibility-agents
Web UI accessibility lead. An agent skill from Community-Access/accessibility-agents.
Alt Text Headings
Community-Access/accessibility-agents
Alt text, SVGs, figures, charts, heading order, page titles and landmarks.
Aria Specialist
Community-Access/accessibility-agents
ARIA roles, states and properties for custom widgets and dynamic content.
Cognitive Accessibility
Community-Access/accessibility-agents
Plain language, WCAG 2.2 cognitive criteria, COGA guidance and auth UX.
Related
Categories
Questions about Web CSV Reporter
What does Web CSV Reporter do?
Internal helper: export web findings to CSV with Deque University links. Web CSV Reporter is an agent skill from Community-Access/accessibility-agents. Internal helper: export web findings to CSV with Deque University links.
When should I use Web CSV Reporter?
Web CSV Reporter fits situations like: tasks that involve CSV and tabular files; tasks that involve Accessibility.
How do I install Web CSV Reporter in Claude Code?
Run `npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a claude-code`. Or copy the skill folder (skills/web-csv-reporter in Community-Access/accessibility-agents) into .claude/skills/web-csv-reporter in your project. Claude Code loads it when a task matches its description.
How do I install Web CSV Reporter in Codex?
Run `npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a codex`. Or copy the skill folder (skills/web-csv-reporter in Community-Access/accessibility-agents) into .agents/skills/web-csv-reporter in your project. Codex loads it when a task matches its description.
Can I use Web CSV Reporter in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Community-Access/accessibility-agents --skill web-csv-reporter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web-csv-reporter, .gemini/skills/web-csv-reporter, .github/skills/web-csv-reporter and .opencode/skills/web-csv-reporter in your project.
What does Web CSV Reporter need to run?
SKILL.md names no scripts, command-line tools or credentials: Web CSV Reporter is instructions for the agent only.
Does Web CSV Reporter access the network?
SKILL.md names 1 domain. In commands or code: w3.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Web CSV Reporter safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Web CSV Reporter use?
Web CSV Reporter is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Web CSV Reporter use?
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.
What are the alternatives to Web CSV Reporter?
Skills that share tags, products or a category with Web CSV Reporter: Thu Digitizer (franklee16/academic-research-skills, 223 stars), Openkb HTML Critic (VectifyAI/OpenKB, 4.8k stars), Visualizer (Pinvou/pinvou-agent, 2.4k stars) and Exec Report (pnp/sharepoint-skills, 132 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Web CSV Reporter?
Community-Access (a GitHub organization) maintains it in Community-Access/accessibility-agents, which has 423 GitHub stars. The repository holds 108 skills in this directory. The repository was last updated on September 23, 2026.
Source: Community-Access/accessibility-agents on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.