Backend Code Review
langgenius/dify
Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.
Explores codebase and writes structured analysis documents. An agent skill from allgpt-co/QuickVoice.
$ npx skills add allgpt-co/QuickVoice --skill gsd-codebase-mapper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install allgpt-co/QuickVoice gsd-codebase-mapper --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/allgpt-co/QuickVoice.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/gsd/agents/codebase-mapper .claude/skills/gsd-codebase-mapper && 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 "gsd-codebase-mapper" agent skill from https://github.com/allgpt-co/QuickVoice/tree/main/.claude/skills/gsd/agents/codebase-mapper into .claude/skills/gsd-codebase-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gsd-codebase-mapper", 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/allgpt-co/QuickVoice/tree/main/.claude/skills/gsd/agents/codebase-mapperType 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 allgpt-co/QuickVoice --skill gsd-codebase-mapper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install allgpt-co/QuickVoice gsd-codebase-mapper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/allgpt-co/QuickVoice.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/gsd/agents/codebase-mapper .agents/skills/gsd-codebase-mapper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "gsd-codebase-mapper" agent skill from https://github.com/allgpt-co/QuickVoice/tree/main/.claude/skills/gsd/agents/codebase-mapper into .agents/skills/gsd-codebase-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gsd-codebase-mapper", 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 allgpt-co/QuickVoice --skill gsd-codebase-mapper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install allgpt-co/QuickVoice gsd-codebase-mapper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/allgpt-co/QuickVoice.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/gsd/agents/codebase-mapper .cursor/skills/gsd-codebase-mapper && 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 "gsd-codebase-mapper" agent skill from https://github.com/allgpt-co/QuickVoice/tree/main/.claude/skills/gsd/agents/codebase-mapper into .cursor/skills/gsd-codebase-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gsd-codebase-mapper", 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/allgpt-co/QuickVoice.git --path .claude/skills/gsd/agents/codebase-mapper--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 allgpt-co/QuickVoice --skill gsd-codebase-mapper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install allgpt-co/QuickVoice gsd-codebase-mapper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/allgpt-co/QuickVoice.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/gsd/agents/codebase-mapper .gemini/skills/gsd-codebase-mapper && 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 "gsd-codebase-mapper" agent skill from https://github.com/allgpt-co/QuickVoice/tree/main/.claude/skills/gsd/agents/codebase-mapper into .gemini/skills/gsd-codebase-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gsd-codebase-mapper", 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 allgpt-co/QuickVoice gsd-codebase-mapperInstalls 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 allgpt-co/QuickVoice --skill gsd-codebase-mapper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/allgpt-co/QuickVoice.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/gsd/agents/codebase-mapper .github/skills/gsd-codebase-mapper && 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 "gsd-codebase-mapper" agent skill from https://github.com/allgpt-co/QuickVoice/tree/main/.claude/skills/gsd/agents/codebase-mapper into .github/skills/gsd-codebase-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gsd-codebase-mapper", 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 allgpt-co/QuickVoice --skill gsd-codebase-mapper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install allgpt-co/QuickVoice gsd-codebase-mapper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/allgpt-co/QuickVoice.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/gsd/agents/codebase-mapper .opencode/skills/gsd-codebase-mapper && 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 "gsd-codebase-mapper" agent skill from https://github.com/allgpt-co/QuickVoice/tree/main/.claude/skills/gsd/agents/codebase-mapper into .opencode/skills/gsd-codebase-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gsd-codebase-mapper", 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.
gsd-codebase-mapperExplores codebase and writes structured analysis documents. An agent skill from allgpt-co/QuickVoice.
Gsd Codebase Mapper is an agent skill from allgpt-co/QuickVoice. Explores codebase and writes structured analysis documents. Spawned by map-codebase with a focus area.
Its SKILL.md is about 3.5k 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 Development. The repository describes itself as: Open-source, self-hostable platform for building and operating AI phone agents. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 89fa8ff. 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 (its code samples are markdown, bash and typescript).
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.
Gsd Codebase Mapper loads about 3.5k tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 629 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 noted patterns worth knowing about, such as sudo or a known installer.
ls -la *.config.* .env* tsconfig.json .nvmrc .python-version 2>/dev/nullAutomated 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 allgpt-co/QuickVoice at commit 89fa8ff, republished under its MIT licence (© allgpt-co). 629 words, ~3,512 tokens.
.claude/skills/gsd-codebase-mapper/SKILL.md (or your agent's skills folder).Explores a codebase for a specific focus area and writes analysis documents directly to .planning/codebase/.
Use this agent when:
The mapper is spawned with one of four focus areas:
.planning/codebase/ to reduce orchestrator context loadThese documents are consumed by other GSD commands:
/gsd:plan-phase loads relevant codebase docs when creating implementation plans:
| Phase Type | Documents Loaded |
|---|---|
| UI, frontend, components | CONVENTIONS.md, STRUCTURE.md |
| API, backend, endpoints | ARCHITECTURE.md, CONVENTIONS.md |
| database, schema, models | ARCHITECTURE.md, STACK.md |
| testing, tests | TESTING.md, CONVENTIONS.md |
| integration, external API | INTEGRATIONS.md, STACK.md |
| refactor, cleanup | CONCERNS.md, ARCHITECTURE.md |
| setup, config | STACK.md, STRUCTURE.md |
/gsd:execute-phase references codebase docs to:
Read the focus area from your prompt. It will be one of: tech, arch, quality, concerns.
Based on focus, determine which documents to write:
tech → STACK.md, INTEGRATIONS.mdarch → ARCHITECTURE.md, STRUCTURE.mdquality → CONVENTIONS.md, TESTING.mdconcerns → CONCERNS.mdUse appropriate exploration commands for your focus area:
For tech focus:
# Package manifests
ls package.json requirements.txt Cargo.toml go.mod pyproject.toml 2>/dev/null
cat package.json 2>/dev/null | head -100
# Config files
ls -la *.config.* .env* tsconfig.json .nvmrc .python-version 2>/dev/null
# Find SDK/API imports
grep -r "import.*stripe\|import.*supabase\|import.*aws\|import.*@" src/ --include="*.ts" --include="*.tsx" 2>/dev/null | head -50For arch focus:
# Directory structure
find . -type d -not -path '*/node_modules/*' -not -path '*/.git/*' | head -50
# Entry points
ls src/index.* src/main.* src/app.* src/server.* app/page.* 2>/dev/null
# Import patterns to understand layers
grep -r "^import" src/ --include="*.ts" --include="*.tsx" 2>/dev/null | head -100For quality focus:
# Linting/formatting config
ls .eslintrc* .prettierrc* eslint.config.* biome.json 2>/dev/null
cat .prettierrc 2>/dev/null
# Test files and config
ls jest.config.* vitest.config.* 2>/dev/null
find . -name "*.test.*" -o -name "*.spec.*" | head -30
# Sample source files for convention analysis
ls src/**/*.ts 2>/dev/null | head -10For concerns focus:
# TODO/FIXME comments
grep -rn "TODO\|FIXME\|HACK\|XXX" src/ --include="*.ts" --include="*.tsx" 2>/dev/null | head -50
# Large files (potential complexity)
find src/ -name "*.ts" -o -name "*.tsx" | xargs wc -l 2>/dev/null | sort -rn | head -20
# Empty returns/stubs
grep -rn "return null\|return \[\]\|return {}" src/ --include="*.ts" --include="*.tsx" 2>/dev/null | head -30Write documents to .planning/codebase/ using the templates. Use the Write tool.
Document naming: UPPERCASE.md (e.g., STACK.md, ARCHITECTURE.md)
Template filling:
[YYYY-MM-DD] with current date[Placeholder text] with findings from explorationReturn a brief confirmation. DO NOT include document contents.
Format:
## Mapping Complete
**Focus:** {focus}
**Documents written:**
- `.planning/codebase/{DOC1}.md` ({N} lines)
- `.planning/codebase/{DOC2}.md` ({N} lines)
Ready for orchestrator summary.# Technology Stack
**Analysis Date:** [YYYY-MM-DD]
## Languages
**Primary:**
- [Language] [Version] - [Where used]
**Secondary:**
- [Language] [Version] - [Where used]
## Runtime
**Environment:**
- [Runtime] [Version]
**Package Manager:**
- [Manager] [Version]
- Lockfile: [present/missing]
## Frameworks
**Core:**
- [Framework] [Version] - [Purpose]
**Testing:**
- [Framework] [Version] - [Purpose]
**Build/Dev:**
- [Tool] [Version] - [Purpose]
## Key Dependencies
**Critical:**
- [Package] [Version] - [Why it matters]
**Infrastructure:**
- [Package] [Version] - [Purpose]
## Configuration
**Environment:**
- [How configured]
- [Key configs required]
**Build:**
- [Build config files]
## Platform Requirements
**Development:**
- [Requirements]
**Production:**
- [Deployment target]
---
*Stack analysis: [date]*# Architecture
**Analysis Date:** [YYYY-MM-DD]
## Pattern Overview
**Overall:** [Pattern name]
**Key Characteristics:**
- [Characteristic 1]
- [Characteristic 2]
- [Characteristic 3]
## Layers
**[Layer Name]:**
- Purpose: [What this layer does]
- Location: `[path]`
- Contains: [Types of code]
- Depends on: [What it uses]
- Used by: [What uses it]
## Data Flow
**[Flow Name]:**
1. [Step 1]
2. [Step 2]
3. [Step 3]
**State Management:**
- [How state is handled]
## Key Abstractions
**[Abstraction Name]:**
- Purpose: [What it represents]
- Examples: `[file paths]`
- Pattern: [Pattern used]
## Entry Points
**[Entry Point]:**
- Location: `[path]`
- Triggers: [What invokes it]
- Responsibilities: [What it does]
## Error Handling
**Strategy:** [Approach]
**Patterns:**
- [Pattern 1]
- [Pattern 2]
## Cross-Cutting Concerns
**Logging:** [Approach]
**Validation:** [Approach]
**Authentication:** [Approach]
---
*Architecture analysis: [date]*# Codebase Structure
**Analysis Date:** [YYYY-MM-DD]
## Directory Layout
[project-root]/ ├── [dir]/ # [Purpose] ├── [dir]/ # [Purpose] └── [file] # [Purpose]
## Directory Purposes
**[Directory Name]:**
- Purpose: [What lives here]
- Contains: [Types of files]
- Key files: `[important files]`
## Key File Locations
**Entry Points:**
- `[path]`: [Purpose]
**Configuration:**
- `[path]`: [Purpose]
**Core Logic:**
- `[path]`: [Purpose]
**Testing:**
- `[path]`: [Purpose]
## Naming Conventions
**Files:**
- [Pattern]: [Example]
**Directories:**
- [Pattern]: [Example]
## Where to Add New Code
**New Feature:**
- Primary code: `[path]`
- Tests: `[path]`
**New Component/Module:**
- Implementation: `[path]`
**Utilities:**
- Shared helpers: `[path]`
## Special Directories
**[Directory]:**
- Purpose: [What it contains]
- Generated: [Yes/No]
- Committed: [Yes/No]
---
*Structure analysis: [date]*# Coding Conventions
**Analysis Date:** [YYYY-MM-DD]
## Naming Patterns
**Files:**
- [Pattern observed]
**Functions:**
- [Pattern observed]
**Variables:**
- [Pattern observed]
**Types:**
- [Pattern observed]
## Code Style
**Formatting:**
- [Tool used]
- [Key settings]
**Linting:**
- [Tool used]
- [Key rules]
## Import Organization
**Order:**
1. [First group]
2. [Second group]
3. [Third group]
**Path Aliases:**
- [Aliases used]
## Error Handling
**Patterns:**
- [How errors are handled]
## Logging
**Framework:** [Tool or "console"]
**Patterns:**
- [When/how to log]
## Comments
**When to Comment:**
- [Guidelines observed]
**JSDoc/TSDoc:**
- [Usage pattern]
## Function Design
**Size:** [Guidelines]
**Parameters:** [Pattern]
**Return Values:** [Pattern]
## Module Design
**Exports:** [Pattern]
**Barrel Files:** [Usage]
---
*Convention analysis: [date]*# Testing Patterns
**Analysis Date:** [YYYY-MM-DD]
## Test Framework
**Runner:**
- [Framework] [Version]
- Config: `[config file]`
**Assertion Library:**
- [Library]
**Run Commands:**
```bash
[command] # Run all tests
[command] # Watch mode
[command] # CoverageLocation:
Naming:
Structure:
[Directory pattern]Suite Organization:
[Show actual pattern from codebase]Patterns:
Framework: [Tool]
Patterns:
[Show actual mocking pattern from codebase]What to Mock:
What NOT to Mock:
Test Data:
[Show pattern from codebase]Location:
Requirements: [Target or "None enforced"]
View Coverage:
[command]Unit Tests:
Integration Tests:
E2E Tests:
Async Testing:
[Pattern]Error Testing:
[Pattern]Testing analysis: [date]
### INTEGRATIONS.md Template
```markdown
# External Integrations
**Analysis Date:** [YYYY-MM-DD]
## APIs & External Services
**[Category]:**
- [Service] - [What it's used for]
- SDK/Client: [package]
- Auth: [env var name]
## Data Storage
**Databases:**
- [Type/Provider]
- Connection: [env var]
- Client: [ORM/client]
**File Storage:**
- [Service or "Local filesystem only"]
**Caching:**
- [Service or "None"]
## Authentication & Identity
**Auth Provider:**
- [Service or "Custom"]
- Implementation: [approach]
## Monitoring & Observability
**Error Tracking:**
- [Service or "None"]
**Logs:**
- [Approach]
## CI/CD & Deployment
**Hosting:**
- [Platform]
**CI Pipeline:**
- [Service or "None"]
## Environment Configuration
**Required env vars:**
- [List critical vars]
**Secrets location:**
- [Where secrets are stored]
## Webhooks & Callbacks
**Incoming:**
- [Endpoints or "None"]
**Outgoing:**
- [Endpoints or "None"]
---
*Integration audit: [date]*# Codebase Concerns
**Analysis Date:** [YYYY-MM-DD]
## Tech Debt
**[Area/Component]:**
- Issue: [What's the shortcut/workaround]
- Files: `[file paths]`
- Impact: [What breaks or degrades]
- Fix approach: [How to address it]
## Known Bugs
**[Bug description]:**
- Symptoms: [What happens]
- Files: `[file paths]`
- Trigger: [How to reproduce]
- Workaround: [If any]
## Security Considerations
**[Area]:**
- Risk: [What could go wrong]
- Files: `[file paths]`
- Current mitigation: [What's in place]
- Recommendations: [What should be added]
## Performance Bottlenecks
**[Slow operation]:**
- Problem: [What's slow]
- Files: `[file paths]`
- Cause: [Why it's slow]
- Improvement path: [How to speed up]
## Fragile Areas
**[Component/Module]:**
- Files: `[file paths]`
- Why fragile: [What makes it break easily]
- Safe modification: [How to change safely]
- Test coverage: [Gaps]
## Scaling Limits
**[Resource/System]:**
- Current capacity: [Numbers]
- Limit: [Where it breaks]
- Scaling path: [How to increase]
## Dependencies at Risk
**[Package]:**
- Risk: [What's wrong]
- Impact: [What breaks]
- Migration plan: [Alternative]
## Missing Critical Features
**[Feature gap]:**
- Problem: [What's missing]
- Blocks: [What can't be done]
## Test Coverage Gaps
**[Untested area]:**
- What's not tested: [Specific functionality]
- Files: `[file paths]`
- Risk: [What could break unnoticed]
- Priority: [High/Medium/Low]
---
*Concerns audit: [date]*.planning/codebase/@skills/gsd/commands/map-codebase - Command that spawns this agent@skills/gsd/references/git-integration - Git workflow patterns© allgpt-co, 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/gsd/agents/codebase-mapper of allgpt-co/QuickVoice.
Open the folder on GitHubat commit 89fa8ff
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in allgpt-co/QuickVoice, which our catalogue first saw on October 7, 2026.
Gsd Codebase Mapper 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 |
|---|---|---|---|---|---|---|
| Gsd Codebase Mapper this skillallgpt-co/QuickVoice | 488 | 1 repos | ~3.5k | Automated safety check: Notes | MIT | |
| Backend Code Reviewlanggenius/dify | 158k | — | ~676 | Automated safety check: Pass | Custom licence | |
| Native Data FetchingCherryHQ/cherry-studio-app | 4k | 6 repos | ~2.9k | Automated safety check: Notes | MIT | |
| Twenty App Entity Developmenttwentyhq/twenty | 58k | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Go Pedantrychromedp/chromedp | 13k | — | ~3.7k | Automated safety check: Pass | MIT | |
| Gumroad Prod Consoleantiwork/gumroad | 9.8k | — | ~2.9k | Automated safety check: Notes | MIT |
langgenius/dify
Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.
CherryHQ/cherry-studio-app
A skill your agent uses when implementing or debugging ANY network request, API call, or data fetching.
twentyhq/twenty
Guides changes to an existing Twenty app: adding or editing objects, layouts, logic functions and front components, with a plan stated before multi-entity edits.
chromedp/chromedp
This skill should be used when the user is writing Go code and needs guidance on Go-specific pedantry: error wrapping with fmt.Errorf and %w, interface design (accept interfaces return structs)…
antiwork/gumroad
Execute read-only Ruby/Rails commands against Gumroad's production database for debugging and investigation.
langbot-app/LangBot
Guides building, debugging and testing LangBot plugins: components, SDK calls, README and locale rules, SDK pitfalls and WebSocket-based testing.
allgpt-co/QuickVoice
Build voice AI agents with LiveKit Cloud and the Agents SDK.
allgpt-co/QuickVoice
Researches phase implementation for planning. An agent skill from allgpt-co/QuickVoice.
allgpt-co/QuickVoice
Researches domain ecosystem for project initialization. An agent skill from allgpt-co/QuickVoice.
allgpt-co/QuickVoice
Synthesizes research outputs from parallel researcher agents into SUMMARY.md.
allgpt-co/QuickVoice
Get Shit Done (GSD) - A comprehensive project management system for solo developers using Claude agents
allgpt-co/QuickVoice
Verifies that integrations work correctly by checking endpoints, responses, and data flow.
Categories
Explores codebase and writes structured analysis documents. An agent skill from allgpt-co/QuickVoice. Gsd Codebase Mapper is an agent skill from allgpt-co/QuickVoice. Explores codebase and writes structured analysis documents.
Gsd Codebase Mapper fits situations like: development work in your project.
Run `npx skills add allgpt-co/QuickVoice --skill gsd-codebase-mapper -a claude-code`. Or copy the skill folder (.claude/skills/gsd/agents/codebase-mapper in allgpt-co/QuickVoice) into .claude/skills/gsd-codebase-mapper in your project. Claude Code loads it when a task matches its description.
Run `npx skills add allgpt-co/QuickVoice --skill gsd-codebase-mapper -a codex`. Or copy the skill folder (.claude/skills/gsd/agents/codebase-mapper in allgpt-co/QuickVoice) into .agents/skills/gsd-codebase-mapper 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 allgpt-co/QuickVoice --skill gsd-codebase-mapper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gsd-codebase-mapper, .gemini/skills/gsd-codebase-mapper, .github/skills/gsd-codebase-mapper and .opencode/skills/gsd-codebase-mapper in your project.
SKILL.md names no scripts, command-line tools or credentials: Gsd Codebase Mapper 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 notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Gsd Codebase Mapper is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.5k tokens (SKILL.md is roughly 14k 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 Gsd Codebase Mapper: Backend Code Review (langgenius/dify, 158k stars), Native Data Fetching (CherryHQ/cherry-studio-app, 4k stars), Twenty App Entity Development (twentyhq/twenty, 58k stars) and Go Pedantry (chromedp/chromedp, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
allgpt-co (a GitHub organization) maintains it in allgpt-co/QuickVoice, which has 488 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 5, 2026.
Source: allgpt-co/QuickVoice on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.