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Agent skill

Sc Files

by open-edge-platform in open-edge-platform/edge-ai-suites

List, inspect, filter, and delete files that have been indexed in the Content Search backend.

Apache-2.0Auto-check passedMobile

Install Sc Files

skills CLI
$ npx skills add open-edge-platform/edge-ai-suites --skill sc-files -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install open-edge-platform/edge-ai-suites sc-files --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/open-edge-platform/edge-ai-suites.git skills-src && mkdir -p .claude/skills && cp -r skills-src/education-ai-suite/.github/skills/sc-files .claude/skills/sc-files && rm -rf skills-src

Use ~/.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/

Facts

Skill name
sc-files
GitHub stars
140
Token cost
~1.4k tokens
SKILL.md length
321 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
Apache-2.0

At a glance

List, inspect, filter, and delete files that have been indexed in the Content Search backend.

  • Works in 4 steps: List all indexed files → Inspect a single file → List available tags → …
  • The user says list files
  • SKILL.md covers Preconditions, 1. List all indexed files, 2. Inspect a single file and 3. List available tags, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Sc Files is an agent skill from open-edge-platform/edge-ai-suites. List, inspect, filter, and delete files that have been indexed in the Content Search backend. Also lists available tags for use in Q&A filtering. Use when the user says "list files", "show indexed files", "what files are uploaded", "delete a file", "remove file", "list tags", or "manage files".

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Mobile. It works with Flutter. The repository describes itself as: A curated collection of sample applications intended for reference in developing optimized AI solutions and testing hardware performance across various industry use cases. The licence is Apache-2.0.

When your agent uses it

  • The user says list files
  • Show indexed files
  • What files are uploaded

Example prompts

  • “list files”
  • “show indexed files”
  • “what files are uploaded”
  • “/sc-files”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. List all indexed files
  2. Inspect a single file
  3. List available tags
  4. Delete a file

What it can do on your machine

Read from SKILL.md and the folder at commit 6e2ba00. 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 (its code samples are powershell).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    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

Sc Files loads about 1.4k tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 321 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~76
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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 open-edge-platform/edge-ai-suites at commit 6e2ba00, republished under its Apache-2.0 licence (© open-edge-platform). 321 words, ~1,431 tokens.

Download SKILL.mdSave it as .claude/skills/sc-files/SKILL.md (or your agent's skills folder).
name
sc-files
description
List, inspect, filter, and delete files that have been indexed in the Content Search backend. Also lists available tags for use in Q&A filtering. Use when the user says "list files", "show indexed files", "what files are uploaded", "delete a file", "remove file", "list tags", or "manage files".

SC Files

List, inspect, and delete files indexed in the Content Search backend. Agent: execute every command below directly using your terminal tool and relay the output. Endpoints use the base URL http://127.0.0.1:9011.

Set $BASE = "http://127.0.0.1:9011" for all snippets.

Preconditions

Backend must be reachable — probe first:

powershell
$BASE = "http://127.0.0.1:9011"
# 200 = all services ready; 503 = degraded, body names the failing one
try   { (Invoke-WebRequest -Uri "$BASE/api/v1/system/health" -UseBasicParsing).Content }
catch { $_.ErrorDetails.Message }

If unreachable or degraded, use sc-doctor / sc-up.

1. List all indexed files

GET /api/v1/object/files/list — supports pagination and optional type filter. The response is wrapped: { "data": { "files": [...] } } — not a bare array.

powershell
$BASE = "http://127.0.0.1:9011"
$r = Invoke-WebRequest -Uri "$BASE/api/v1/object/files/list?page=1&page_size=50" `
     -UseBasicParsing
$files = ($r.Content | ConvertFrom-Json).data.files
$files | Select-Object file_name, @{N="type";E={$_.meta.type}}, @{N="size_mb";E={[math]::Round($_.size_bytes / 1MB, 2)}}, @{N="vectors";E={$_.index.vector_count}}, status |
    Format-Table -AutoSize
Filter by file type
powershell
# Only documents
$r = Invoke-WebRequest -Uri "$BASE/api/v1/object/files/list?file_type=document" `
     -UseBasicParsing

# Only videos
$r = Invoke-WebRequest -Uri "$BASE/api/v1/object/files/list?file_type=video" `
     -UseBasicParsing

# Only images
$r = Invoke-WebRequest -Uri "$BASE/api/v1/object/files/list?file_type=image" `
     -UseBasicParsing
Paginate through large libraries
powershell
$page = 1; $pageSize = 20; $allFiles = @()
do {
    $r = Invoke-WebRequest -Uri "$BASE/api/v1/object/files/list?page=${page}&page_size=${pageSize}" `
         -UseBasicParsing
    $batch = ($r.Content | ConvertFrom-Json).data.files
    $allFiles += $batch
    $page++
} while ($batch.Count -eq $pageSize)
Write-Host "Total files: $($allFiles.Count)"
$allFiles | Select-Object file_name | Format-Table -AutoSize

2. Inspect a single file

The file_hash (SHA-256 hex, 64 chars) uniquely identifies a file and is the key used for deletion. Extract it from the list:

powershell
$target = "lecture-notes.pdf"
$file = ($files | Where-Object { $_.file_name -eq $target })
if ($file) {
    $file | ConvertTo-Json -Depth 5
    Write-Host "file_hash: $($file.file_hash)"
} else {
    Write-Host "File '$target' not found in index"
}

The file_hash is also referred to as file_key in the upload response and in the Flutter UploadEntry.fileKey field.

3. List available tags

Tags can be used to filter Q&A retrieval. See all distinct tags across indexed files:

powershell
$r = Invoke-WebRequest -Uri "$BASE/api/v1/object/tags" -UseBasicParsing
$tags = ($r.Content | ConvertFrom-Json).data
Write-Host "Available tags: $($tags -join ', ')"

4. Delete a file

DELETE /api/v1/object/files/{file_hash} — the file_hash (SHA-256 hex, 64 chars) comes from the list response. Deletion removes the file and all its vectors from the index. This cannot be undone — confirm with the user first.

powershell
# ⚠️  Destructive — confirm before running
$FILE_HASH = "<file_hash_from_step_2>"
$r = Invoke-WebRequest -Uri "$BASE/api/v1/object/files/$FILE_HASH" `
     -Method Delete `
     -UseBasicParsing
Write-Host "Delete response: $($r.StatusCode)"
$r.Content | ConvertFrom-Json | ConvertTo-Json

Verify deletion by listing files again (step 1) — the file should no longer appear.

Bulk delete by type or tag
powershell
# ⚠️  Destructive — confirm before running
$BASE = "http://127.0.0.1:9011"
$r = Invoke-WebRequest -Uri "$BASE/api/v1/object/files/list?page=1&page_size=200" `
     -UseBasicParsing
$files = ($r.Content | ConvertFrom-Json).data.files

# Delete all video files (example)
$toDelete = $files | Where-Object { $_.meta.type -eq "video" }
foreach ($f in $toDelete) {
    Write-Host "Deleting: $($f.file_name) ($($f.file_hash))"
    Invoke-WebRequest -Uri "$BASE/api/v1/object/files/$($f.file_hash)" `
        -Method Delete -UseBasicParsing | Out-Null
}
Write-Host "Deleted $($toDelete.Count) video(s)"

FileAsset response shape

The Flutter app maps GET /api/v1/object/files/list through FileAsset.fromJson:

JSON pathFlutter fieldNotes
file_namefileNameDisplay name
file_hashfileHashSHA-256 hex — used as file_key for deletion
meta.typefileType"document" | "video" | "image"
index.total_vectorstotalVectorsNumber of embedding chunks

Troubleshooting

SymptomLikely causeAction
Empty files listNo files uploaded yetRun sc-upload
Delete returns 404Wrong file_hash / file already deletedRe-list files to get correct file_hash
Tags list is emptyNo tags set at upload timeRe-upload with meta.tags set
File has 0 vectorsIndexing in progress or failedCheck task status: GET /api/v1/task/query/{task_id} for status and errors

Output

Report: total file count → file names + types + vector counts → available tags → deletion confirmation (if requested).

© open-edge-platform, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in education-ai-suite/.github/skills/sc-files of open-edge-platform/edge-ai-suites.

Open the folder on GitHubat commit 6e2ba00

Compare with similar skills

Sc Files 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.

Sc Files compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sc Files this skillopen-edge-platform/edge-ai-suites140—~1.4kAutomated safety check: PassApache-2.0
Add Flutter Docusaurus Localematthiasn/lotti1.2k—~1.2kAutomated safety check: PassGPL-3.0
Tm Launcher DesignFar-Se/tabame372—~3.1kAutomated safety check: PassMIT
Mobile App UI Designceorkm/mobile-app-ui-design400—~2kAutomated safety check: PassNone
Marionette Flutter Drive Appleancodepl/marionette_mcp473—~11kAutomated safety check: PassApache-2.0
Flutter ScreenshotJustLookAtNow/pt_mate503—~511Automated safety check: PassMIT

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Works with

Categories

Questions about Sc Files

What does Sc Files do?

List, inspect, filter, and delete files that have been indexed in the Content Search backend. Sc Files is an agent skill from open-edge-platform/edge-ai-suites. List, inspect, filter, and delete files that have been indexed in the Content Search backend.

When should I use Sc Files?

Sc Files fits situations like: the user says list files; show indexed files; what files are uploaded.

How do I install Sc Files in Claude Code?

Run `npx skills add open-edge-platform/edge-ai-suites --skill sc-files -a claude-code`. Or copy the skill folder (education-ai-suite/.github/skills/sc-files in open-edge-platform/edge-ai-suites) into .claude/skills/sc-files in your project. Claude Code loads it when a task matches its description.

How do I install Sc Files in Codex?

Run `npx skills add open-edge-platform/edge-ai-suites --skill sc-files -a codex`. Or copy the skill folder (education-ai-suite/.github/skills/sc-files in open-edge-platform/edge-ai-suites) into .agents/skills/sc-files in your project. Codex loads it when a task matches its description.

Can I use Sc Files 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 open-edge-platform/edge-ai-suites --skill sc-files -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sc-files, .gemini/skills/sc-files, .github/skills/sc-files and .opencode/skills/sc-files in your project.

What does Sc Files need to run?

SKILL.md names no scripts, command-line tools or credentials: Sc Files is instructions for the agent only.

Does Sc Files access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Sc Files 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 Sc Files use?

Sc Files is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Sc Files use?

About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Sc Files?

Skills that share tags, products or a category with Sc Files: Add Flutter Docusaurus Locale (matthiasn/lotti, 1.2k stars), Tm Launcher Design (Far-Se/tabame, 372 stars), Mobile App UI Design (ceorkm/mobile-app-ui-design, 400 stars) and Marionette Flutter Drive App (leancodepl/marionette_mcp, 473 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sc Files?

open-edge-platform (a GitHub organization) maintains it in open-edge-platform/edge-ai-suites, which has 140 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 7, 2026.

Source: open-edge-platform/edge-ai-suites on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.