Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Run a PDCA cycle, Plan Do Check Act improvement cycle, or structured improvement project.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pdca-improvement --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/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement .claude/skills/pdca-improvement && 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 "pdca-improvement" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement into .claude/skills/pdca-improvement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdca-improvement", 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/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvementType 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 hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pdca-improvement --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement .agents/skills/pdca-improvement && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pdca-improvement" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement into .agents/skills/pdca-improvement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdca-improvement", 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 hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pdca-improvement --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement .cursor/skills/pdca-improvement && 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 "pdca-improvement" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement into .cursor/skills/pdca-improvement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdca-improvement", 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/hashgraph-online/awesome-codex-plugins.git --path plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement--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 hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pdca-improvement --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement .gemini/skills/pdca-improvement && 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 "pdca-improvement" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement into .gemini/skills/pdca-improvement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdca-improvement", 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 hashgraph-online/awesome-codex-plugins pdca-improvementInstalls 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 hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement .github/skills/pdca-improvement && 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 "pdca-improvement" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement into .github/skills/pdca-improvement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdca-improvement", 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 hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pdca-improvement --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement .opencode/skills/pdca-improvement && 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 "pdca-improvement" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement into .opencode/skills/pdca-improvement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdca-improvement", 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.
pdca-improvementRun a PDCA cycle, Plan Do Check Act improvement cycle, or structured improvement project.
Pdca Improvement is an agent skill from hashgraph-online/awesome-codex-plugins. Run a PDCA cycle, Plan Do Check Act improvement cycle, or structured improvement project. Guides through problem analysis, piloting, verification, and standardisation. Distinguished from 8D: PDCA is for proactive improvement initiatives, 8D is for reactive defect response. Use for process optimisation, lessons learned implementation, and quality objectives.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/pdca-examples.md`).
It sits in Development. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9e7b281. 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.
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.
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.
Pdca Improvement loads about 2.1k tokens when it runs, and up to ~7.5k if it reads all its reference files. Until then it costs about 94 tokens; SKILL.md has 1,008 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 hashgraph-online/awesome-codex-plugins at commit 9e7b281, republished under its MIT licence (© hashgraph-online). 1,008 words, ~2,053 tokens.
.claude/skills/pdca-improvement/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Use PDCA for:
Key distinction from 8D: PDCA is proactive or slow-burn improvement. 8D is reactive to a specific defect or failure. Both use root cause analysis, but PDCA has a broader scope and a pilot step before full deployment.
When PDCA is used for corrective action (e.g., responding to an audit finding or recurring NC): a Corrective Action Request (CAR) must also be opened to document root cause, actions, and VOE per ISO 9001 §10.2. PDCA is the improvement methodology; the CAR is the governance record.
Define the current situation
Analyse root cause
Develop the improvement plan
Define the pilot scope
Pilot volume guidance: as a minimum, the pilot should produce enough output to statistically distinguish signal from noise. Typical references:
Plan gate: Is the root cause understood? Is the pilot scope defined with explicit volume/duration minimum? Is success measurable against a specific target?
Do not deploy broadly at this stage. The pilot is to learn, not to commit.
Compare pilot results against the Plan targets:
| Metric | Baseline | Target | Pilot result | Gap closed? |
|---|---|---|---|---|
| [KPI 1] | ||||
| [KPI 2] |
Ask:
Check gate:
If the pilot succeeded:
If the pilot failed or was inconclusive:
Do not standardise an unverified change. Standardising a failed pilot permanently embeds the problem.
For the cycle to be auditable, the following records must exist at closure:
| Gate | Key question | Pass criterion |
|---|---|---|
| Plan | Is root cause understood and pilot scoped? | Root cause confirmed, target measurable, pilot volume/duration defined |
| Do | Was the pilot conducted as planned? | Actions implemented, data collected per plan |
| Check | Did the change achieve the target? | Target metric met or exceeded; minimum pilot volume reached |
| Act | Are documents updated and deployment complete? | PFMEA/CP/WI revised, training done, horizontal deployment documented |
At the start of each use, ask the user:
"How would you like to receive the output? A — Structured Markdown (formatted tables and sections, ready to copy) B — Plain tables (simplified structure for Excel or Word) C — Narrative report (flowing text for a formal document or email)
Default: A."
Adapt all output sections to the chosen format. If the platform or session context already defines a format preference, skip this question.
| Version | Date | Author | Change |
|---|---|---|---|
| 1.0 | 2026-06-01 | @RBraga01 | Initial release |
| 1.1 | 2026-06-04 | @migmcc | Polished PDCA cycle workflow and D6 verification integration |
© hashgraph-online, MIT. 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 1 other file (references) in plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement of hashgraph-online/awesome-codex-plugins.
Open the folder on GitHubat commit 9e7b281
Pdca Improvement 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 |
|---|---|---|---|---|---|---|
| Pdca Improvement this skillhashgraph-online/awesome-codex-plugins | 1.3k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Vercel Composition Patternssupabase/supabase | 111k | 58 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
hashgraph-online/awesome-codex-plugins
Create original anime-style reaction stickers as looping GIFs and MP4 previews, using generated character pose sheets and timed key poses.
hashgraph-online/awesome-codex-plugins
Manage and query Calibre libraries with the calibredb CLI (local paths or Calibre Content server URLs).
hashgraph-online/awesome-codex-plugins
A skill your agent uses when adding, changing, testing, or debugging Rust HTTP APIs and services, especially when Codex needs black-box integration tests, random-port app startup, real database test…
hashgraph-online/awesome-codex-plugins
Make a studio's game look like something at build time — a cover from a real frame of the game (free), painted covers, backdrops, textures and character plates from image models through the…
hashgraph-online/awesome-codex-plugins
Use CALL-E from Codex through the calle CLI. An agent skill from hashgraph-online/awesome-codex-plugins.
hashgraph-online/awesome-codex-plugins
Balance game difficulty, resources, rewards, probability, progression, economies, and dominant strategies.
Categories
Run a PDCA cycle, Plan Do Check Act improvement cycle, or structured improvement project. Pdca Improvement is an agent skill from hashgraph-online/awesome-codex-plugins. Run a PDCA cycle, Plan Do Check Act improvement cycle, or structured improvement project.
Pdca Improvement fits situations like: process optimisation; lessons learned implementation; quality objectives.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a claude-code`. Or copy the skill folder (plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement in hashgraph-online/awesome-codex-plugins) into .claude/skills/pdca-improvement in your project. Claude Code loads it when a task matches its description.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a codex`. Or copy the skill folder (plugins/RBraga01/Quality-Engineering-Skills/skills/problem-solving/pdca-improvement in hashgraph-online/awesome-codex-plugins) into .agents/skills/pdca-improvement 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 hashgraph-online/awesome-codex-plugins --skill pdca-improvement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pdca-improvement, .gemini/skills/pdca-improvement, .github/skills/pdca-improvement and .opencode/skills/pdca-improvement in your project.
SKILL.md names no scripts, command-line tools or credentials: Pdca Improvement is instructions for the agent only.
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.
Pdca Improvement is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.2k 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 5.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Pdca Improvement: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,255 GitHub stars. The repository holds 714 skills in this directory. The repository was last updated on October 9, 2026.
Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.