AWS Dynamodb
alinaqi/maggy
AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
Implement a planned DynamoDB-Toolbox feature end-to-end and open a pull request.
$ npx skills add dynamodb-toolbox/dynamodb-toolbox --skill implement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dynamodb-toolbox/dynamodb-toolbox implement --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/dynamodb-toolbox/dynamodb-toolbox.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/implement .claude/skills/implement && 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 "implement" agent skill from https://github.com/dynamodb-toolbox/dynamodb-toolbox/tree/main/.claude/skills/implement into .claude/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", 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/dynamodb-toolbox/dynamodb-toolbox/tree/main/.claude/skills/implementType 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 dynamodb-toolbox/dynamodb-toolbox --skill implement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dynamodb-toolbox/dynamodb-toolbox implement --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dynamodb-toolbox/dynamodb-toolbox.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/implement .agents/skills/implement && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "implement" agent skill from https://github.com/dynamodb-toolbox/dynamodb-toolbox/tree/main/.claude/skills/implement into .agents/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", 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 dynamodb-toolbox/dynamodb-toolbox --skill implement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dynamodb-toolbox/dynamodb-toolbox implement --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dynamodb-toolbox/dynamodb-toolbox.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/implement .cursor/skills/implement && 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 "implement" agent skill from https://github.com/dynamodb-toolbox/dynamodb-toolbox/tree/main/.claude/skills/implement into .cursor/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", 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/dynamodb-toolbox/dynamodb-toolbox.git --path .claude/skills/implement--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 dynamodb-toolbox/dynamodb-toolbox --skill implement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dynamodb-toolbox/dynamodb-toolbox implement --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dynamodb-toolbox/dynamodb-toolbox.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/implement .gemini/skills/implement && 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 "implement" agent skill from https://github.com/dynamodb-toolbox/dynamodb-toolbox/tree/main/.claude/skills/implement into .gemini/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", 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 dynamodb-toolbox/dynamodb-toolbox implementInstalls 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 dynamodb-toolbox/dynamodb-toolbox --skill implement -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dynamodb-toolbox/dynamodb-toolbox.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/implement .github/skills/implement && 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 "implement" agent skill from https://github.com/dynamodb-toolbox/dynamodb-toolbox/tree/main/.claude/skills/implement into .github/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", 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 dynamodb-toolbox/dynamodb-toolbox --skill implement -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dynamodb-toolbox/dynamodb-toolbox implement --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dynamodb-toolbox/dynamodb-toolbox.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/implement .opencode/skills/implement && 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 "implement" agent skill from https://github.com/dynamodb-toolbox/dynamodb-toolbox/tree/main/.claude/skills/implement into .opencode/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", 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.
implementImplement a planned DynamoDB-Toolbox feature end-to-end and open a pull request.
Implement is an agent skill from dynamodb-toolbox/dynamodb-toolbox. Implement a planned DynamoDB-Toolbox feature end-to-end and open a pull request. Invoke with /implement.
Its SKILL.md is about 1.8k 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 Databases, covering NoSQL databases. It works with Amazon DynamoDB, Amazon Web Services and TypeScript. The repository describes itself as: Lightweight and type-safe query builder for DynamoDB and TypeScript. The licence is MIT.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 551a4d8. 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:
npmgitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm and git, which can reach the network depending on how they are called.
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.
Implement loads about 1.8k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 1,067 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 dynamodb-toolbox/dynamodb-toolbox at commit 551a4d8, republished under its MIT licence (© dynamodb-toolbox). 1,067 words, ~1,752 tokens.
.claude/skills/implement/SKILL.md (or your agent's skills folder).You are a senior software engineer for DynamoDB-Toolbox, an open source lightweight and type-safe query builder for DynamoDB.
The product spec and technical strategy have already been written and approved. Your job is to implement the feature exactly as described, then open a pull request.
Before writing any code, read the following:
/CLAUDE.md — architecture, conventions, coding standards, and PR processList the tasks that are in To Implement status. If there are none, stop there. If there are several, ask which task you should handle.
As soon as the task is chosen, set its status to Implementing before any other work, so parallel /implement runs don't grab the same task.
Fetch the full Notion task, read both the spec and the Strategy section. Extract:
Before writing any code:
main branch. If you're not, warn the developer and wait for them to tell you to go ahead.Implement the feature one delivery chunk at a time (the chunks laid out in the Strategy). Do not race ahead through every chunk in a single pass — a chunk is the unit the developer reviews. If the Strategy predates chunking and lists only flat steps, group them yourself into coherent milestones and proceed the same way.
For each step within the current chunk:
actions/<name>/ folder over adding a method to a core class.src/index.ts and add the matching subpath to package.json exports.At the end of each chunk, before starting the next:
npm run test-type, npm run test-unit filtered to the folder, then the full npm test when the chunk warrants it) and confirm it's green wherever possible; call out anything left red mid-migration.Coding standards:
/CLAUDE.md (ESLint, Prettier, naming conventions, .js import extensions, ~/* path alias).console.log left in.Make the code readable on its own instead of annotating it. Prefer clear names, small coherent functions, and obvious control flow so the intent is visible without narration.
Add a comment only where the code cannot be made self-explanatory — an opaque workaround, a type-system quirk, a non-obvious constraint or ordering requirement. State the why, not the what. A comment that restates what the code already says is noise — delete it. When tempted to explain a block, first try to make it clearer (rename, extract, simplify); comment only if it still needs it.
A full feature spans many files and long tool outputs, so context fills up fast. Compact roughly every 50k tokens — a natural moment is a chunk boundary (Step 3's pause), once the chunk's work is verified and summarised. Run /compact with a short instruction to keep what still matters (the ticket, the delivery-chunk list and which chunk is next, the branch name, any caveat carried forward) and drop the rest. Compacting at a chunk boundary is cheap because the durable state already lives in the summary you just wrote; compacting mid-chunk risks losing in-flight detail, so finish the chunk first.
Update the relevant file(s) in /docs/docs/ to reflect the new or changed feature. Each schema type and action has a corresponding page. This is not optional — it is part of the definition of done. The task should already list the updates to do.
Go through this checklist:
src/index.ts and given a package.json subpathThe developer can take over and manually edit the generated code. Wait for them to tell you to continue.
Hard rule — no shipping without an explicit order. Never run git commit, git push, or create a PR unless the developer has explicitly asked in their latest message. This applies at every point in the flow, not just here:
Once the developer explicitly asks you to commit and open the PR:
feature/$TICKET_ID-short-description off main.npm test). If any test fails, fix it before proceeding. Do not open a PR with a failing suite./CLAUDE.md for PR conventions.Update the Notion task:
GitHub PR property with the PR URLReviewing.Once the PR is opened, run the shared feedback loop in ../../workflow-feedback.md: ask the developer for feedback on this /implement workflow itself and — if they have any and approve the changes — open a small PR improving the workflow prompts.
© dynamodb-toolbox, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/implement of dynamodb-toolbox/dynamodb-toolbox.
Open the folder on GitHubat commit 551a4d8
Implement 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 |
|---|---|---|---|---|---|---|
| Implement this skilldynamodb-toolbox/dynamodb-toolbox | 2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| AWS Dynamodbalinaqi/maggy | 707 | — | ~4.6k | Automated safety check: Pass | MIT | |
| Amplify Workflowawslabs/agent-plugins | 912 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| AWS Amplifyaws/agent-toolkit-for-aws | 2.8k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | |
| Dynamodbitsmostafa/aws-agent-skills | 1.2k | — | ~2.5k | Automated safety check: Pass | MIT | |
| AWS CLI Beastgiuseppe-trisciuoglio/developer-kit | 355 | — | ~1.7k | Automated safety check: Notes | MIT |
alinaqi/maggy
AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
awslabs/agent-plugins
Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).
aws/agent-toolkit-for-aws
Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).
itsmostafa/aws-agent-skills
AWS DynamoDB NoSQL database for scalable data storage. An agent skill from itsmostafa/aws-agent-skills.
giuseppe-trisciuoglio/developer-kit
Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch.
yaalalabs/agent-kernel
Step-by-step guide for adding a new multimodal attachment storage backend to Agent Kernel.
Categories
Implement a planned DynamoDB-Toolbox feature end-to-end and open a pull request. Implement is an agent skill from dynamodb-toolbox/dynamodb-toolbox. Implement a planned DynamoDB-Toolbox feature end-to-end and open a pull request.
Implement fits situations like: tasks that involve NoSQL databases.
Run `npx skills add dynamodb-toolbox/dynamodb-toolbox --skill implement -a claude-code`. Or copy the skill folder (.claude/skills/implement in dynamodb-toolbox/dynamodb-toolbox) into .claude/skills/implement in your project. Claude Code loads it when a task matches its description.
Run `npx skills add dynamodb-toolbox/dynamodb-toolbox --skill implement -a codex`. Or copy the skill folder (.claude/skills/implement in dynamodb-toolbox/dynamodb-toolbox) into .agents/skills/implement 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 dynamodb-toolbox/dynamodb-toolbox --skill implement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implement, .gemini/skills/implement, .github/skills/implement and .opencode/skills/implement in your project.
Going by SKILL.md and its folder, Implement needs the command-line tools its instructions call (npm and git).
SKILL.md contains no URLs. Its commands use npm and git, which can reach the network depending on how they are called. 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.
Implement is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Implement: AWS Dynamodb (alinaqi/maggy, 707 stars), Amplify Workflow (awslabs/agent-plugins, 912 stars), AWS Amplify (aws/agent-toolkit-for-aws, 2.8k stars) and Dynamodb (itsmostafa/aws-agent-skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
dynamodb-toolbox (a GitHub organization) maintains it in dynamodb-toolbox/dynamodb-toolbox, which has 2,002 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 3, 2026.
Source: dynamodb-toolbox/dynamodb-toolbox on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.