Codebase to Course
zarazhangrui/codebase-to-course
Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
Build a PFMEA worksheet, process risk analysis, or AP table using the AIAG-VDA FMEA Handbook 2019 7-step approach.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill pfmea-process -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pfmea-process --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/risk-analysis/pfmea-process .claude/skills/pfmea-process && 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 "pfmea-process" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process into .claude/skills/pfmea-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pfmea-process", 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/risk-analysis/pfmea-processType 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 pfmea-process -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pfmea-process --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/risk-analysis/pfmea-process .agents/skills/pfmea-process && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pfmea-process" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process into .agents/skills/pfmea-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pfmea-process", 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 pfmea-process -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pfmea-process --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/risk-analysis/pfmea-process .cursor/skills/pfmea-process && 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 "pfmea-process" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process into .cursor/skills/pfmea-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pfmea-process", 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/risk-analysis/pfmea-process--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 pfmea-process -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins pfmea-process --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/risk-analysis/pfmea-process .gemini/skills/pfmea-process && 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 "pfmea-process" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process into .gemini/skills/pfmea-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pfmea-process", 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 pfmea-processInstalls 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 pfmea-process -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/risk-analysis/pfmea-process .github/skills/pfmea-process && 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 "pfmea-process" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process into .github/skills/pfmea-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pfmea-process", 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 pfmea-process -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 pfmea-process --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/risk-analysis/pfmea-process .opencode/skills/pfmea-process && 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 "pfmea-process" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process into .opencode/skills/pfmea-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pfmea-process", 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.
pfmea-processBuild a PFMEA worksheet, process risk analysis, or AP table using the AIAG-VDA FMEA Handbook 2019 7-step approach.
Pfmea Process is an agent skill from hashgraph-online/awesome-codex-plugins. Build a PFMEA worksheet, process risk analysis, or AP table using the AIAG-VDA FMEA Handbook 2019 7-step approach. Covers Structure Analysis, Function Analysis, Failure Analysis, Risk Analysis (Action Priority H/M/L), Optimization, and Documentation. Required by IATF 16949 and OEM customer-specific requirements for new processes, process changes, and post-escape PFMEA updates.
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files and assets (for example `assets/ap-table.md` and `references/aiag-vda-2019.md`).
It sits in Education, covering Root cause analysis and Educational content. 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.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 16b4156. 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.
Pfmea Process loads about 2.9k tokens when it runs, and up to ~6.8k if it reads all its reference files. Until then it costs about 98 tokens; SKILL.md has 1,409 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 16b4156, republished under its MIT licence (© hashgraph-online). 1,409 words, ~2,873 tokens.
.claude/skills/pfmea-process/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Identify and prioritise process risk before production — using the AIAG-VDA 2019 7-step approach — so that high-priority failure modes are eliminated or controlled before they reach the customer, and the result feeds directly into the Control Plan and Work Instructions.
Define the scope:
Prepare:
Map the process hierarchy:
Process Item (e.g., Steering Column Assembly Line)
└── Process Step (e.g., Station 3 — Torque tightening)
└── Work Element (e.g., Pneumatic driver, torque wrench)For each process step, identify the 4M inputs: Man, Machine, Method, Material.
This structure becomes the "what can go wrong" framework in Step 4.
Consistency check: Every Process Step defined here must have at least one Function defined in Step 3. A process step with no function is incomplete — it cannot be analysed for failure in Step 4.
For each process step and work element, define:
Functional chain:
Work Element function → Process Step function → Product Characteristic
(tool applies torque) → (bolt is tightened to spec) → (joint meets strength requirement)For each function, identify the failure chain: Failure Effect → Failure Mode → Failure Cause
Work in this direction (Effect first, then Mode, then Cause):
Failure Effect (FE): what is the impact on the customer (internal or end user)?
Failure Mode (FM): how does this process step fail to perform its function?
Failure Cause (FC): what causes the failure mode?
Multiple causes per failure mode are normal — each FC gets its own row.
Failure Cause validation: Failure Causes must be supported by objective evidence or structured root cause analysis (e.g., 5-Why). Unverified assumptions — "probably," "may be," "could be" — must not be entered as final Failure Causes. For post-escape PFMEA updates, the FC must match the validated root cause from the 8D or CAPA, not a revised opinion.
For each FC row, assign three ratings:
| S | Effect |
|---|---|
| 10 | Safety — affects operator safety without warning |
| 9 | Regulatory non-compliance |
| 8 | Loss of primary function (end user) |
| 7 | Reduced primary function |
| 6 | Loss of comfort / convenience function |
| 5 | Reduced comfort / convenience function |
| 4 | Appearance issue — noticed by most |
| 3 | Appearance issue — noticed by some |
| 2 | Appearance issue — noticed by discriminating |
| 1 | No effect |
Severity rates the EFFECT, not the mode or cause. S=10 or S=9 means you must act regardless of O and D.
| O | Failure Rate |
|---|---|
| 10 | ≥ 1 in 2 |
| 9 | 1 in 8 |
| 8 | 1 in 20 |
| 7 | 1 in 80 |
| 6 | 1 in 400 |
| 5 | 1 in 2,000 |
| 4 | 1 in 15,000 |
| 3 | 1 in 150,000 |
| 2 | 1 in 1,500,000 |
| 1 | Failure eliminated by prevention control |
O considers prevention controls already in place (poka-yoke, SPC, incoming inspection of material).
| D | Detection |
|---|---|
| 10 | No detection control |
| 9 | Control unlikely to detect |
| 8 | Control may detect |
| 7 | Control has low chance of detection |
| 6 | Control may detect — moderate |
| 5 | Control likely to detect |
| 4 | Control has good chance of detection |
| 3 | Control almost certain to detect |
| 2 | Control certain to detect — automatic rejection |
| 1 | Failure mode cannot occur (prevented) |
D considers detection controls already in place (gauging, inspection, poka-yoke).
Use the AP table (see action-priority-ap skill for full table):
| AP | Meaning | Required action |
|---|---|---|
| H (High) | Action required | Assign responsible owner + target date. Escalate if no improvement possible. |
| M (Medium) | Action recommended | Team should evaluate — reduction may be beneficial |
| L (Low) | No action required | Document rationale for no action |
Critical rule: S = 9 or 10 → AP is always H regardless of O and D.
Ratings discipline: All S/O/D ratings must be agreed by the cross-functional team — not assigned unilaterally by one engineer. Where team members disagree, document the rationale for the rating chosen. Ratings without team consensus are not acceptable for PPAP submission or customer OEM review.
For every H-AP item: define a corrective action.
For each action:
Priority for action type:
Avoid the common trap of only improving detection (lowering D) — this catches defects but doesn't prevent them.
Tracking discipline: All actions must be logged in the PFMEA and tracked to closure with objective evidence (completed action description + implementation date + revised S/O/D ratings). Open H-AP items past their target date must be escalated to management with a documented reason for delay and a revised target date. A PFMEA with overdue open H-AP items is not acceptable for PPAP submission or OEM audit.
Final PFMEA deliverables:
PFMEA → Control Plan linkage: Every detection control in the PFMEA must have a corresponding entry in the Control Plan. Every prevention control must be reflected in the Work Instruction.
Before releasing the PFMEA:
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 | 2026-06-03 | @RBraga01 | Expanded 7-step workflow with AP gate requirements and PPAP 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 2 other files (references, assets) in plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process of hashgraph-online/awesome-codex-plugins.
Open the folder on GitHubat commit 16b4156
Pfmea Process 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 |
|---|---|---|---|---|---|---|
| Pfmea Process this skillhashgraph-online/awesome-codex-plugins | 1.2k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None | |
| Mistake Analyzermingchen666/Reviva | 236 | — | ~2.7k | Automated safety check: Pass | None | |
| Error Pattern Analyzerrevfactory/harness-100 | 1.3k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| OpenMAIC Setup and ExtensionTHU-MAIC/OpenMAIC | 40k | — | ~1.7k | Automated safety check: Notes | MIT | |
| AI Engineering Project Tutorrohitg00/ai-engineering-from-scratch | 65k | — | ~1.6k | Automated safety check: Pass | MIT |
zarazhangrui/codebase-to-course
Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
mingchen666/Reviva
Analyze incorrect answers from text, documents, or images; identify root causes of mistakes; classify error types; explain correct reasoning; and generate targeted improvement suggestions…
revfactory/harness-100
A specialized skill for systematically classifying error patterns and constructing concept deficit maps.
THU-MAIC/OpenMAIC
Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time.
rohitg00/ai-engineering-from-scratch
Tutors a learner through one stage of a hands-on AI engineering project per session: lesson, prediction, code, grader run and reflection, with hints but never full solutions.
voidful/hung-yi-lee-skill
Explains machine learning, LLMs, AI agents and speech modeling in a Hung-Yi Lee-inspired teaching style, drawing on a knowledge base built from his lectures and research references.
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
Build a PFMEA worksheet, process risk analysis, or AP table using the AIAG-VDA FMEA Handbook 2019 7-step approach. Pfmea Process is an agent skill from hashgraph-online/awesome-codex-plugins. Build a PFMEA worksheet, process risk analysis, or AP table using the AIAG-VDA FMEA Handbook 2019 7-step approach.
Pfmea Process fits situations like: tasks that involve Root cause analysis; tasks that involve Educational content.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill pfmea-process -a claude-code`. Or copy the skill folder (plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process in hashgraph-online/awesome-codex-plugins) into .claude/skills/pfmea-process in your project. Claude Code loads it when a task matches its description.
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill pfmea-process -a codex`. Or copy the skill folder (plugins/RBraga01/Quality-Engineering-Skills/skills/risk-analysis/pfmea-process in hashgraph-online/awesome-codex-plugins) into .agents/skills/pfmea-process 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 pfmea-process -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pfmea-process, .gemini/skills/pfmea-process, .github/skills/pfmea-process and .opencode/skills/pfmea-process in your project.
SKILL.md names no scripts, command-line tools or credentials: Pfmea Process 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.
Pfmea Process is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 11k 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 3.9k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Pfmea Process: Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars), Mistake Analyzer (mingchen666/Reviva, 236 stars), Error Pattern Analyzer (revfactory/harness-100, 1.3k stars) and OpenMAIC Setup and Extension (THU-MAIC/OpenMAIC, 40k 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 1,232 GitHub stars. The repository holds 736 skills in this directory. The repository was last updated on October 6, 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.