AWS SDK Python Usage
aws/agent-toolkit-for-aws
AWS SDK for Python (boto3/botocore) development patterns. An agent skill from aws/agent-toolkit-for-aws.
Search, filter, download, and analyze Copernicus Data Space products with the phidown project.
$ npx skills add ESA-PhiLab/phidown --skill phidown -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ESA-PhiLab/phidown phidown --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/ESA-PhiLab/phidown.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/phidown .claude/skills/phidown && 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 "phidown" agent skill from https://github.com/ESA-PhiLab/phidown/tree/main/skills/phidown into .claude/skills/phidown/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phidown", 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/ESA-PhiLab/phidown/tree/main/skills/phidownType 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 ESA-PhiLab/phidown --skill phidown -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ESA-PhiLab/phidown phidown --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ESA-PhiLab/phidown.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/phidown .agents/skills/phidown && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "phidown" agent skill from https://github.com/ESA-PhiLab/phidown/tree/main/skills/phidown into .agents/skills/phidown/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phidown", 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 ESA-PhiLab/phidown --skill phidown -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ESA-PhiLab/phidown phidown --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ESA-PhiLab/phidown.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/phidown .cursor/skills/phidown && 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 "phidown" agent skill from https://github.com/ESA-PhiLab/phidown/tree/main/skills/phidown into .cursor/skills/phidown/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phidown", 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/ESA-PhiLab/phidown.git --path skills/phidown--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 ESA-PhiLab/phidown --skill phidown -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ESA-PhiLab/phidown phidown --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ESA-PhiLab/phidown.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/phidown .gemini/skills/phidown && 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 "phidown" agent skill from https://github.com/ESA-PhiLab/phidown/tree/main/skills/phidown into .gemini/skills/phidown/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phidown", 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 ESA-PhiLab/phidown phidownInstalls 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 ESA-PhiLab/phidown --skill phidown -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ESA-PhiLab/phidown.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/phidown .github/skills/phidown && 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 "phidown" agent skill from https://github.com/ESA-PhiLab/phidown/tree/main/skills/phidown into .github/skills/phidown/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phidown", 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 ESA-PhiLab/phidown --skill phidown -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ESA-PhiLab/phidown phidown --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ESA-PhiLab/phidown.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/phidown .opencode/skills/phidown && 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 "phidown" agent skill from https://github.com/ESA-PhiLab/phidown/tree/main/skills/phidown into .opencode/skills/phidown/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phidown", 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.
phidownSearch, filter, download, and analyze Copernicus Data Space products with the phidown project.
Phidown is an agent skill from ESA-PhiLab/phidown. Search, filter, download, and analyze Copernicus Data Space products with the phidown project. Use this skill when a user asks to find Sentinel products, query by AOI/date/product type, run burst coverage analysis, download by product name or S3 path, configure credentials (.s5cfg), troubleshoot phidown CLI/Python workflows, or prepare reproducible data-acquisition commands in the phidown repository.
Its SKILL.md is about 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/commands.md`).
It sits in Backend & APIs, covering File uploads and storage and Physical and earth sciences. It works with Python and Amazon Web Services. The repository describes itself as: Manage, search, and download Earth Observation data with Φ-down from Copernicus missions with ease and efficiency. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 7ca3bec. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Phidown loads about 1k tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 103 tokens; SKILL.md has 358 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.
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.
The full file from ESA-PhiLab/phidown at commit 7ca3bec, republished under its Apache-2.0 licence (© ESA-PhiLab). 358 words, ~1,008 tokens.
.claude/skills/phidown/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Use this skill to run reliable search and download workflows with the phidown repository.
Prefer deterministic commands, validate inputs early, and return reproducible download/search steps.
python --version
which s5cmd
python -m pip show phidowns5cmd is missing, stop and report the blocker.phidown list ...) when the user needs quick AOI/date product discovery.CopernicusDataSearcher for advanced filtering, custom analysis, or notebook workflows..s5cfg for S3 downloads (CLI path).--reset.phidown --name "<PRODUCT_NAME>" -o "<OUTPUT_DIR>"phidown --s3path "/eodata/..." -o "<OUTPUT_DIR>"phidown list --collection "SENTINEL-1" --product-type "GRD" --bbox -5 40 5 45 --start-date "2024-01-01T00:00:00" --end-date "2024-01-31T23:59:59" --format "table"phidown --burst-coverage --bbox -5 40 5 45 --start-date "2024-08-02T00:00:00" --end-date "2024-08-15T23:59:59" --polarisation "VV" --format "json" --save "<OUTPUT_FILE>"from phidown.search import CopernicusDataSearcher
searcher = CopernicusDataSearcher()
searcher.query_by_filter(
collection_name="SENTINEL-1",
product_type="SLC",
aoi_wkt="POLYGON((...))",
start_date="2025-01-01T00:00:00",
end_date="2025-01-31T23:59:59",
top=100,
)
df = searcher.execute_query()
print(len(df))
print(df[["Name", "S3Path"]].head(5))--save, confirm output file exists and is non-empty./eodata/ before invoking download.phidown list ... over phidown --list ... in new examples and user guidance.--burst-coverage, require both --start-date and --end-date..s5cfg using --reset.--no-download-all for S3 path mode).references/commands.md.© ESA-PhiLab, 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
SKILL.md and 2 other files (references) in skills/phidown of ESA-PhiLab/phidown.
Open the folder on GitHubat commit 7ca3bec
Phidown 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 |
|---|---|---|---|---|---|---|
| Phidown this skillESA-PhiLab/phidown | 105 | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| AWS SDK Python Usageaws/agent-toolkit-for-aws | 2.8k | 1 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Authoring Mwaa Workflowaws/agent-toolkit-for-aws | 2.8k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| AWS Serverless Edazxkane/aws-skills | 367 | 4 repos | ~3.2k | Automated safety check: Pass | MIT | |
| FoundatioFoundatioFx/Foundatio | 2.1k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | |
| Fftiers Opsborisachen/fftiers | 202 | — | ~1.8k | Automated safety check: Warn | None |
aws/agent-toolkit-for-aws
AWS SDK for Python (boto3/botocore) development patterns. An agent skill from aws/agent-toolkit-for-aws.
aws/agent-toolkit-for-aws
Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless.
zxkane/aws-skills
AWS serverless and event-driven architecture expert based on Well-Architected Framework.
FoundatioFx/Foundatio
A skill your agent uses when working with Foundatio infrastructure abstractions for .NET -- caching, queuing, messaging, file storage, distributed locking, or background jobs.
borisachen/fftiers
Operate the borischen.co fftiers pipeline — season rollover, run main.R, S3 deploy from Workbench or EC2.
aws/agent-toolkit-for-aws
Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size.
Works with
Categories
Search, filter, download, and analyze Copernicus Data Space products with the phidown project. Phidown is an agent skill from ESA-PhiLab/phidown. Search, filter, download, and analyze Copernicus Data Space products with the phidown project.
Phidown fits situations like: A user asks to find Sentinel products; query by AOI/date/product type; run burst coverage analysis; download by product name.
Run `npx skills add ESA-PhiLab/phidown --skill phidown -a claude-code`. Or copy the skill folder (skills/phidown in ESA-PhiLab/phidown) into .claude/skills/phidown in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ESA-PhiLab/phidown --skill phidown -a codex`. Or copy the skill folder (skills/phidown in ESA-PhiLab/phidown) into .agents/skills/phidown in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ESA-PhiLab/phidown --skill phidown -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/phidown, .gemini/skills/phidown, .github/skills/phidown and .opencode/skills/phidown in your project.
Going by SKILL.md and its folder, Phidown needs the command-line tools its instructions call (python). Our summary lists: Python 3.
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.
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.
Phidown 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.
About 1k tokens (SKILL.md is roughly 4k 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 477 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Phidown: AWS SDK Python Usage (aws/agent-toolkit-for-aws, 2.8k stars), Authoring Mwaa Workflow (aws/agent-toolkit-for-aws, 2.8k stars), AWS Serverless Eda (zxkane/aws-skills, 367 stars) and Foundatio (FoundatioFx/Foundatio, 2.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ESA-PhiLab (a GitHub organization) maintains it in ESA-PhiLab/phidown, which has 105 GitHub stars. The repository was last updated on September 2, 2026.
Source: ESA-PhiLab/phidown on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.