# AI use cases for Fireworks Open Eli5 (yizhiyanhua-ai/fireworks-open-eli5) Repo: [yizhiyanhua-ai/fireworks-open-eli5](https://github.com/yizhiyanhua-ai/fireworks-open-eli5) | Use cases: 3 | Page: https://dedupedai.com/use-cases/yizhiyanhua-ai-fireworks-open-eli5/ An open Agent Skill for Codex and Claude Code that turns a question about a system into an evidence-backed, offline interactive HTML explainer. This file holds every use case of this repo. Each one starts with a "## " heading and ends with its URL. - Map a request path through a repo as an interactive story: https://dedupedai.com/use-cases/yizhiyanhua-ai-fireworks-open-eli5/explain-request-path-through-codebase/ - Build an incident walkthrough with failure paths and fallbacks: https://dedupedai.com/use-cases/yizhiyanhua-ai-fireworks-open-eli5/explain-incident-failure-behavior/ - Export an explainer as slides or a document for a briefing: https://dedupedai.com/use-cases/yizhiyanhua-ai-fireworks-open-eli5/export-scene-slides-for-briefing/ ## How to map a request path through a repo as an interactive story with Fireworks Open Eli5 Repo: [yizhiyanhua-ai/fireworks-open-eli5](https://github.com/yizhiyanhua-ai/fireworks-open-eli5) | Difficulty: Intermediate | Time: 15 minutes | Basis: From the README Generate an evidence-cited HTML walkthrough of how one request moves through a codebase. **Who it is for:** A new engineer or reviewer who must understand how a request or job flows through an unfamiliar repository. **The problem:** Reading scattered files does not show the order of calls, the state changes, or which claims have real source behind them. **The outcome:** An offline HTML explainer where the reader plays the request path, inspects evidence on each claim, and exports the result. ### Steps 1. Install with `npx skills@latest add yizhiyanhua-ai/fireworks-open-eli5 -g -a codex -y` (or use `-a claude-code` for Claude Code) 2. Run `npx skills@latest list -g --json` and start a fresh agent task so the Skill is discovered 3. Ask the agent to explain one request path in the target repo and cite real files 4. Run `node scripts/validate.mjs assets/example-spec.json` to confirm the validator works before rendering 5. Run `node scripts/render.mjs ` and open the HTML in a browser (inferred, check the README) ### Prompt to paste into your agent ```text Using the fireworks-open-eli5 Skill, explain how one request moves through , citing real files for each step. Render it to with the render script and confirm the file validates with the validate script. Report the file path and any claim that lacks a source locator. ``` ### Caveat The Skill depends on real files in the repo for evidence, so claims without a source locator are marked as having no locator rather than verified. Risk, remote script: The npx route installs a Skill from GitHub that runs with the host agent's permissions, so review SKILL.md before use. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/yizhiyanhua-ai-fireworks-open-eli5/explain-request-path-through-codebase/ ## How to build an incident walkthrough with failure paths and fallbacks with Fireworks Open Eli5 Repo: [yizhiyanhua-ai/fireworks-open-eli5](https://github.com/yizhiyanhua-ai/fireworks-open-eli5) | Difficulty: Intermediate | Time: 15 minutes | Basis: From the README Create an explainer showing impact, symptoms, and fallback behavior for an incident. **Who it is for:** An on-call engineer or incident lead writing a postmortem or teaching a team how a failure unfolded. **The problem:** Incident write-ups often omit how the failure spread and what the fallback path did, so readers cannot follow the sequence. **The outcome:** An incident-style HTML explainer with failure lens content, impact, symptoms, fallback, and teach-back questions. ### Steps 1. Install the Skill with `npx skills@latest add yizhiyanhua-ai/fireworks-open-eli5 -g -a claude-code -y` or the Codex equivalent 2. Ask the agent for an incident explainer covering impact, symptoms, and fallback for 3. Run `node scripts/validate.mjs ` to check the spec against the incident grammar (inferred, check the README) 4. Run `node scripts/render.mjs ` to create the HTML (inferred, check the README) 5. Open the HTML and use the teach-back questions to check understanding ### Prompt to paste into your agent ```text Using the fireworks-open-eli5 Skill, build an incident explainer for with impact, symptoms, fallback, and teach-back questions, grounded in the cited evidence. Render it to and validate it. Report which failure steps lack a source locator. ``` ### Caveat The incident grammar relies on the spec you supply, so the explainer is only as accurate as the evidence you provide. Risk, remote script: Installing from GitHub with npx gives the Skill the host agent's permissions, so review it first. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/yizhiyanhua-ai-fireworks-open-eli5/explain-incident-failure-behavior/ ## How to export an explainer as slides or a document for a briefing with Fireworks Open Eli5 Repo: [yizhiyanhua-ai/fireworks-open-eli5](https://github.com/yizhiyanhua-ai/fireworks-open-eli5) | Difficulty: Beginner | Time: 15 minutes | Basis: From the README Turn a rendered explainer into PPTX, DOCX, PDF, or PNG output for a team meeting. **Who it is for:** A team lead or presenter who must brief colleagues who will not open an HTML file. **The problem:** Meetings often need slides or a document, and rebuilding the material by hand loses the scene-by-scene structure. **The outcome:** A local PPTX with one 16:9 slide per scene, plus DOCX, PDF, or PNG output from the same explainer. ### Steps 1. Install the Skill with `npx skills@latest add yizhiyanhua-ai/fireworks-open-eli5 -g -a codex -y` 2. Run `node scripts/render.mjs ` to create the explainer (inferred, check the README) 3. Open the HTML in a modern browser 4. Use the export actions to save PDF, current-scene PNG, all-scene PPTX, or Pages-compatible DOCX 5. Check the file signature by opening it in your presentation or word processor ### Prompt to paste into your agent ```text Using the fireworks-open-eli5 Skill, render to and report the export options available for a team briefing. Confirm the rendered HTML validates with the validate script before any export. ``` ### Caveat Native .pages export needs macOS, Apple Pages, and the bundled loopback helper, so plan on PPTX or DOCX if those are not available. Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/ URL: https://dedupedai.com/use-cases/yizhiyanhua-ai-fireworks-open-eli5/export-scene-slides-for-briefing/