Indexability
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site for accidental noindex directives, investigating why important pages are not appearing in Google Search, or reviewing CMS settings that control indexing…
Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme.
Apache-2.0Auto-check passed
Install Sampling And Indexing
$ npx skills add benchflow-ai/skillsbench --skill sampling-and-indexing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install benchflow-ai/skillsbench sampling-and-indexing --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/benchflow-ai/skillsbench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing .claude/skills/sampling-and-indexing && 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 "sampling-and-indexing" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing into .claude/skills/sampling-and-indexing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sampling-and-indexing", 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/benchflow-ai/skillsbench/tree/main/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexingType 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 benchflow-ai/skillsbench --skill sampling-and-indexing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install benchflow-ai/skillsbench sampling-and-indexing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing .agents/skills/sampling-and-indexing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sampling-and-indexing" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing into .agents/skills/sampling-and-indexing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sampling-and-indexing", 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 benchflow-ai/skillsbench --skill sampling-and-indexing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install benchflow-ai/skillsbench sampling-and-indexing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing .cursor/skills/sampling-and-indexing && 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 "sampling-and-indexing" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing into .cursor/skills/sampling-and-indexing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sampling-and-indexing", 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/benchflow-ai/skillsbench.git --path tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing--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 benchflow-ai/skillsbench --skill sampling-and-indexing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install benchflow-ai/skillsbench sampling-and-indexing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing .gemini/skills/sampling-and-indexing && 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 "sampling-and-indexing" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing into .gemini/skills/sampling-and-indexing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sampling-and-indexing", 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 benchflow-ai/skillsbench sampling-and-indexingInstalls 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 benchflow-ai/skillsbench --skill sampling-and-indexing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .github/skills && cp -r skills-src/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing .github/skills/sampling-and-indexing && 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 "sampling-and-indexing" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing into .github/skills/sampling-and-indexing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sampling-and-indexing", 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 benchflow-ai/skillsbench --skill sampling-and-indexing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install benchflow-ai/skillsbench sampling-and-indexing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing .opencode/skills/sampling-and-indexing && 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 "sampling-and-indexing" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing into .opencode/skills/sampling-and-indexing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sampling-and-indexing", 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
sampling-and-indexing- GitHub stars
- 1.8k
- Token cost
- ~370 tokens
- SKILL.md length
- 132 words
- Files
- 1
- Skills in repo
- 189
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme.
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Sampling And Indexing is an agent skill from benchflow-ai/skillsbench. Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme.
Its SKILL.md is about 370 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: SkillsBench evaluates how well skills work and how effective agents are at using them. The licence is Apache-2.0.
Example prompts
- “/sampling-and-indexing”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 9a1f4dd. 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 python).
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
Sampling And Indexing loads about 370 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 132 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 benchflow-ai/skillsbench at commit 9a1f4dd, republished under its Apache-2.0 licence (© benchflow-ai). 132 words, ~370 tokens.
Download SKILL.mdSave it as
.claude/skills/sampling-and-indexing/SKILL.md (or your agent's skills folder).- name
- sampling-and-indexing
- description
- Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme.
When to use
- You need to decide a sampling stride/FPS and ensure all downstream outputs (interval instructions, per-frame artifacts, etc.) cover the same frame range with consistent indices.
Core steps
- Read video metadata: frame count, fps, resolution.
- Choose a sampling strategy (e.g., every 10 frames or target ~10–15 fps) to produce
sample_ids. - Only produce instructions and masks for
sample_ids; the max index must be< total_frames. - Use a strict interval key format such as
"{start}->{end}"(integers only). Decide (and document) whetherendis inclusive or exclusive, and be consistent.
Pseudocode
import cv2
VIDEO_PATH = "<path/to/video>"
cap=cv2.VideoCapture(VIDEO_PATH)
n=int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
fps=cap.get(cv2.CAP_PROP_FPS)
step=10 # example
sample_ids=list(range(0, n, step))
if sample_ids[-1] != n-1:
sample_ids.append(n-1)
# Generate all downstream outputs only for sample_idsSelf-check list
-
sample_idsstrictly increasing, all < total frame count. - Output coverage max index matches
sample_ids[-1](or matches your documented sampling policy). - JSON keys are plain
start->end, no extra text. - Any per-frame artifact store (e.g., NPZ) contains exactly the sampled frames and no extras.
© benchflow-ai, 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 tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing of benchflow-ai/skillsbench.
Open the folder on GitHubat commit 9a1f4dd
Compare with similar skills
Sampling And Indexing 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 |
|---|---|---|---|---|---|---|
| Sampling And Indexing this skillbenchflow-ai/skillsbench | 1.8k | — | ~370 | Automated safety check: Pass | Apache-2.0 | |
| Indexabilitythedaviddias/Front-End-Checklist | 74k | — | ~814 | Automated safety check: Pass | MIT | |
| Indexability Conflictsthedaviddias/Front-End-Checklist | 74k | — | ~876 | Automated safety check: Pass | MIT | |
| Telemetry Standardssupabase/supabase | 111k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Index Refreshpaperclipai/paperclip | 99k | — | ~994 | Automated safety check: Pass | MIT | |
| Cpp Coding Standardsaffaan-m/ECC | 276k | 4 repos | ~5.6k | Automated safety check: Pass | MIT |
Similar skills
Indexability Conflicts
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site for indexability issues, investigating why pages appear in Google's index that should be excluded (or vice versa), or reviewing robots.txt and meta…
- Official
Telemetry Standards
supabase/supabase
PostHog event tracking standards for Supabase Studio. An agent skill from supabase/supabase.
Index Refresh
paperclipai/paperclip
A skill your agent uses when an LLM Wiki operation issue requests an index refresh.
Cpp Coding Standards
affaan-m/ECC
C++ coding standards based on the C++ Core Guidelines (isocpp.github.io).
Java Coding Standards
affaan-m/ECC
Java coding standards for Spring Boot and Quarkus services: naming, immutability, Optional usage, streams, exceptions, generics, CDI, reactive patterns, and project layout.
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Questions about Sampling And Indexing
What does Sampling And Indexing do?
Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme. Sampling And Indexing is an agent skill from benchflow-ai/skillsbench. Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme.
How do I install Sampling And Indexing in Claude Code?
Run `npx skills add benchflow-ai/skillsbench --skill sampling-and-indexing -a claude-code`. Or copy the skill folder (tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing in benchflow-ai/skillsbench) into .claude/skills/sampling-and-indexing in your project. Claude Code loads it when a task matches its description.
How do I install Sampling And Indexing in Codex?
Run `npx skills add benchflow-ai/skillsbench --skill sampling-and-indexing -a codex`. Or copy the skill folder (tasks/dynamic-object-aware-egomotion/environment/skills/sampling-and-indexing in benchflow-ai/skillsbench) into .agents/skills/sampling-and-indexing in your project. Codex loads it when a task matches its description.
Can I use Sampling And Indexing 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 benchflow-ai/skillsbench --skill sampling-and-indexing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sampling-and-indexing, .gemini/skills/sampling-and-indexing, .github/skills/sampling-and-indexing and .opencode/skills/sampling-and-indexing in your project.
What does Sampling And Indexing need to run?
SKILL.md names no scripts, command-line tools or credentials: Sampling And Indexing is instructions for the agent only. Our summary lists: Python 3.
Does Sampling And Indexing 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 Sampling And Indexing 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 Sampling And Indexing use?
Sampling And Indexing 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 Sampling And Indexing use?
About 370 tokens (SKILL.md is roughly 1.5k 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 Sampling And Indexing?
Skills that share tags, products or a category with Sampling And Indexing: Indexability (thedaviddias/Front-End-Checklist, 74k stars), Indexability Conflicts (thedaviddias/Front-End-Checklist, 74k stars), Telemetry Standards (supabase/supabase, 111k stars) and Index Refresh (paperclipai/paperclip, 99k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sampling And Indexing?
benchflow-ai (a GitHub organization) maintains it in benchflow-ai/skillsbench, which has 1,834 GitHub stars. The repository holds 189 skills in this directory. The repository was last updated on July 23, 2026.
Source: benchflow-ai/skillsbench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.