chunking-strategy
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages…
Generates a structured Bug Fix Brief (BFB) to document issue corrections. Includes root cause analysis, repro steps, fix options, and fix checklist. Use when user asks to create a BFB, document a bug fix, or generate a bug correction document.
Claude Code
$ npx -y skills add giuseppe-trisciuoglio/developer-kit --skill bug-fix-brief --agent claude-code
Codex
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill bug-fix-brief -a codex -y
Cursor
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill bug-fix-brief -a cursor -y
Gemini CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill bug-fix-brief -a gemini-cli -y
GitHub Copilot
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill bug-fix-brief -a github-copilot -y
OpenCode
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill bug-fix-brief -a opencode -y
Windsurf
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill bug-fix-brief -a windsurf -y
name: bug-fix-brief description: Generates a structured Bug Fix Brief (BFB) to document issue corrections. Includes root cause analysis, repro steps, fix options, and fix checklist. Use when user asks to create a BFB, document a bug fix, or generate a bug correction document. allowed-tools: Read, Write, AskUserQuestion, Glob
This skill generates a Bug Fix Brief (BFB): a structured document in `docs/bfb/` that uniformly captures every bug fix with root cause, repro steps, fix options, and checklist.
**Trigger:** "create BFB", "document bug", "bug fix brief", "document fix"
Check existing numbering:
ls docs/bfb/ 2>/dev/null || echo "Directory does not exist"
Ask the user for:
Complete the full BFB template:
## BFB-XXX: [Title] **Reference:** [Issue link] **Environment:** [Env] `vX.Y.Z` **Date:** YYYY-MM-DD --- ### 1. Bug - **Observed:** [wrong behavior] - **Expected:** [correct behavior] ### 2. Repro
1. ... 2. ... → [error/output]
### 3. Cause `path/file.ext` — `function()` @ line N [Why it happens, max 3 lines] ### 4. Decision | Option | Fix | Choice | |--------|-----|--------| | A | [desc] | ✅/❌ | | B | [desc] | ✅/❌ | **Rationale:** [why] ### 5. Fix - [ ] [change 1] - [ ] [test] - [ ] [verify repro] ### 6. Notes [recurring patterns, links, warnings]
Show the generated BFB and ask with AskUserQuestion:
Only after approval:
mkdir -p docs/bfb
Write to `docs/bfb/BFB-XXX-title.md`
**Input:** "create BFB for login email null crash"
**Final output:**
## BFB-042: Login crash with null email **Reference:** #1287 **Environment:** Prod `v2.4.1` **Date:** 2026-05-02 --- ### 1. Bug - **Observed:** App crashes if email field is empty - **Expected:** Error message "Email required" ### 2. Repro
1. Open login screen 2. Tap "Login" without entering email → NullPointerException @ AuthManager.kt:34
### 3. Cause `AuthManager.kt` — `validateEmail()` @ line 34 Missing null check on email.trim() ### 4. Decision | Option | Fix | Choice | |--------|-----|--------| | A | Add safe call `?.` | ✅ | | B | Refactor with Result type | ❌ | **Rationale:** Option A is minimal, zero impact. ### 5. Fix - [ ] Add `email?.trim()?.isNotEmpty() == true` - [ ] Test `validateEmail_null_returnsFalse()` - [ ] Verify repro ### 6. Notes - Check other forms for missing null checks
1. **Sequential numbering**: BFB-001, BFB-002, no gaps 2. **Concise title**: 3-5 words, kebab-case in filename 3. **Root cause**: exact file, function, line 4. **2+ fix options**: with pros/cons and rationale 5. **Verifiable checklist**: each item must be testable
Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages…
Provides workflows to write, debug, and optimize prompts for LLMs, including few-shot example selection, chain-of-thought…
Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation…
Provides AWS CloudFormation patterns for Auto Scaling including EC2, ECS, and Lambda. Use when creating Auto Scaling groups,…
Provides AWS CloudFormation patterns for Amazon Bedrock resources including agents, knowledge bases, data sources, guardrails,…
Provides AWS CloudFormation patterns for CloudFront distributions, origins (ALB, S3, Lambda@Edge, VPC Origins), CacheBehaviors,…
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
Ask which skill or flow fits your situation. A router over the skills in this repo.