Fla Ascend Performance
fla-org/flash-linear-attention
Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add davila7/claude-code-templates --skill production-code-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davila7/claude-code-templates production-code-audit --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/davila7/claude-code-templates.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-tool/components/skills/development/production-code-audit .claude/skills/production-code-audit && 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 "production-code-audit" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/production-code-audit into .claude/skills/production-code-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "production-code-audit", 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/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/production-code-auditType 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 davila7/claude-code-templates --skill production-code-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davila7/claude-code-templates production-code-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cli-tool/components/skills/development/production-code-audit .agents/skills/production-code-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "production-code-audit" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/production-code-audit into .agents/skills/production-code-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "production-code-audit", 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 davila7/claude-code-templates --skill production-code-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davila7/claude-code-templates production-code-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cli-tool/components/skills/development/production-code-audit .cursor/skills/production-code-audit && 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 "production-code-audit" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/production-code-audit into .cursor/skills/production-code-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "production-code-audit", 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/davila7/claude-code-templates.git --path cli-tool/components/skills/development/production-code-audit--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 davila7/claude-code-templates --skill production-code-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davila7/claude-code-templates production-code-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cli-tool/components/skills/development/production-code-audit .gemini/skills/production-code-audit && 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 "production-code-audit" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/production-code-audit into .gemini/skills/production-code-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "production-code-audit", 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 davila7/claude-code-templates production-code-auditInstalls 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 davila7/claude-code-templates --skill production-code-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .github/skills && cp -r skills-src/cli-tool/components/skills/development/production-code-audit .github/skills/production-code-audit && 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 "production-code-audit" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/production-code-audit into .github/skills/production-code-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "production-code-audit", 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 davila7/claude-code-templates --skill production-code-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davila7/claude-code-templates production-code-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cli-tool/components/skills/development/production-code-audit .opencode/skills/production-code-audit && 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 "production-code-audit" agent skill from https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/development/production-code-audit into .opencode/skills/production-code-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "production-code-audit", 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.
production-code-auditAutonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
Production Code Audit is an agent skill from davila7/claude-code-templates. Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
Its SKILL.md is about 3.9k 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 Security. The repository describes itself as: CLI tool for configuring and monitoring Claude Code. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4c82aba. 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).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
owasp.orggoogle.github.iodocs.sonarqube.orgamazon.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
JWT_SECRETDB_PASSWORDFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Production Code Audit loads about 3.9k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 910 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 patterns that need a careful read before installing.
**Do this automatically without asking the user.**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 davila7/claude-code-templates at commit 4c82aba, republished under its MIT licence (© davila7). 910 words, ~3,921 tokens.
.claude/skills/production-code-audit/SKILL.md (or your agent's skills folder).Autonomously analyze the entire codebase to understand its architecture, patterns, and purpose, then systematically transform it into production-grade, corporate-level professional code. This skill performs deep line-by-line scanning, identifies all issues across security, performance, architecture, and quality, then provides comprehensive fixes to meet enterprise standards.
Automatically scan and understand the entire codebase:
Do this automatically without asking the user.
Scan line-by-line for all issues:
Architecture Issues:
Security Vulnerabilities:
Performance Problems:
Code Quality Issues:
Testing Gaps:
Production Readiness:
Fix everything automatically:
After making all changes:
User: @production-code-audit make this production-ready
AI: I'll scan your entire codebase and transform it to production-grade quality.
**Phase 1: Discovering Codebase** (analyzing 247 files)
- Detected: Node.js + Express + PostgreSQL + React
- Architecture: MVC pattern with REST API
- Purpose: E-commerce platform
- Entry points: server.js, src/index.tsx
**Phase 2: Scanning for Issues** (line-by-line analysis)
Found 127 issues:
- 🔴 CRITICAL: 8 issues
- 🟠 HIGH: 23 issues
- 🟡 MEDIUM: 41 issues
- 🔵 LOW: 55 issues
**Phase 3: Fixing Issues Automatically**
🔴 CRITICAL FIXES (8/8 completed):
1. ✅ Fixed SQL injection in UserRepository.findByEmail()
- Before: String concatenation in query
- After: Parameterized query with $1 placeholder
2. ✅ Removed hardcoded database password from config/database.ts
- Before: password: 'SuperSecret123!'
- After: password: process.env.DB_PASSWORD
3. ✅ Added authentication to admin routes
- Before: No auth middleware
- After: authenticateToken + requireRole('admin')
4. ✅ Fixed weak password hashing (MD5 → bcrypt)
- Before: crypto.createHash('md5')
- After: bcrypt.hash(password, 12)
5. ✅ Fixed circular dependency: OrderService ↔ PaymentService
- Before: Direct imports causing cycle
- After: Event-based decoupling with EventBus
6. ✅ Added input validation to all API endpoints
- Before: No validation
- After: Zod schemas validating all inputs
7. ✅ Fixed authentication bypass in auth middleware
- Before: next() called on missing token
- After: Returns 401 error
8. ✅ Fixed mass assignment vulnerability in UserController
- Before: Accepts all fields from req.body
- After: Whitelist of allowed fields only
🟠 HIGH PRIORITY FIXES (23/23 completed):
9. ✅ Fixed N+1 query in OrderService.getOrdersWithItems()
- Before: Loop with individual queries (2.8s)
- After: Single query with joins (45ms)
- Performance: 98% improvement
10. ✅ Refactored UserService god class (850 lines → 4 focused services)
- UserAuthenticationService (login, logout, password)
- UserProfileService (CRUD operations)
- UserNotificationService (email, SMS)
- UserPermissionService (roles, permissions)
11. ✅ Added Redis caching for product queries
- Before: Database query every request
- After: Cache with 1-hour TTL
- Performance: 95% faster
12. ✅ Optimized bundle size
- Before: 850KB (gzipped: 280KB)
- After: 380KB (gzipped: 120KB)
- Improvement: 55% reduction
13. ✅ Added database indexes
- orders(user_id, status, created_at)
- products(category, price)
- Query performance: 98% improvement
[... 11 more high-priority fixes ...]
🟡 MEDIUM PRIORITY FIXES (41/41 completed):
[... all medium fixes ...]
🔵 LOW PRIORITY IMPROVEMENTS (55/55 completed):
[... all low improvements ...]
**Phase 4: Adding Production Infrastructure**
✅ Added structured logging (Winston)
✅ Added error tracking (Sentry)
✅ Added health check endpoints (/health, /ready)
✅ Added monitoring (Prometheus metrics)
✅ Added rate limiting (Redis-based)
✅ Added API documentation (Swagger/OpenAPI)
✅ Added comprehensive README
✅ Added deployment guide
✅ Added CI/CD pipeline (.github/workflows)
**Phase 5: Verification**
✅ All tests passing (1,247 tests)
✅ Test coverage: 42% → 87%
✅ Security scan: 0 vulnerabilities
✅ Performance: API response time 3.2s → 180ms
✅ Bundle size: 850KB → 380KB
✅ Lighthouse score: 62 → 94
**TRANSFORMATION COMPLETE**
Your codebase is now production-ready with enterprise-grade quality:
📊 Metrics:
- Issues fixed: 127/127 (100%)
- Test coverage: 87% (target: 80%+)
- API performance: 94% improvement
- Security: OWASP Top 10 compliant
- Code quality: Grade A-
📁 Files changed: 89 files
📝 Lines changed: +3,247 / -1,892
🚀 Ready for production deployment!User: @production-code-audit secure this codebase
AI: Scanning for security vulnerabilities...
**Security Scan Complete**
Found 15 security issues:
- 🔴 CRITICAL: 5
- 🟠 HIGH: 7
- 🟡 MEDIUM: 3
**Fixing all security issues automatically...**
🔴 CRITICAL (5/5 fixed):
1. ✅ SQL Injection in UserRepository
\`\`\`typescript
// Before (VULNERABLE)
const query = \`SELECT * FROM users WHERE email = '\${email}'\`;
// After (SECURE)
const query = 'SELECT * FROM users WHERE email = $1';
await db.query(query, [email]);
\`\`\`
2. ✅ Hardcoded Secrets Removed
\`\`\`typescript
// Before (INSECURE)
const JWT_SECRET = 'my-secret-key-123';
// After (SECURE)
const JWT_SECRET = process.env.JWT_SECRET;
if (!JWT_SECRET) throw new Error('JWT_SECRET required');
\`\`\`
3. ✅ Authentication Added to Admin Routes
\`\`\`typescript
// Before (VULNERABLE)
router.delete('/api/admin/users/:id', deleteUser);
// After (SECURE)
router.delete('/api/admin/users/:id',
authenticateToken,
requireRole('admin'),
deleteUser
);
\`\`\`
4. ✅ Password Hashing Upgraded
\`\`\`typescript
// Before (WEAK)
const hash = crypto.createHash('md5').update(password).digest('hex');
// After (STRONG)
const hash = await bcrypt.hash(password, 12);
\`\`\`
5. ✅ Input Validation Added
\`\`\`typescript
// Before (VULNERABLE)
const user = await db.user.create({ data: req.body });
// After (SECURE)
const schema = z.object({
email: z.string().email(),
password: z.string().min(12),
name: z.string().min(2).max(100)
});
const validated = schema.parse(req.body);
const user = await db.user.create({ data: validated });
\`\`\`
**Security Status:**
- ✅ OWASP Top 10: Compliant
- ✅ SQL Injection: Protected
- ✅ XSS: Protected
- ✅ CSRF: Protected
- ✅ Authentication: Secure
- ✅ Secrets: Environment variables
- ✅ Dependencies: No vulnerabilities
🔒 Codebase is now secure and production-ready!User: @production-code-audit optimize performance
AI: Analyzing performance bottlenecks...
**Performance Analysis Complete**
Current metrics:
- API response time: 3.2s (target: <200ms)
- Page load time: 8.5s (target: <2s)
- Bundle size: 850KB (target: <200KB)
**Optimizing automatically...**
✅ Fixed N+1 queries (3.2s → 180ms - 94% faster)
✅ Added Redis caching (95% cache hit rate)
✅ Optimized database indexes (98% faster queries)
✅ Reduced bundle size (850KB → 380KB - 55% smaller)
✅ Optimized images (28MB → 3.2MB - 89% smaller)
✅ Implemented code splitting
✅ Added lazy loading
✅ Parallelized async operations
**Performance Results:**
| Metric | Before | After | Improvement |
|--------|--------|-------|-------------|
| API Response | 3.2s | 180ms | 94% |
| Page Load | 8.5s | 1.8s | 79% |
| Bundle Size | 850KB | 380KB | 55% |
| Image Size | 28MB | 3.2MB | 89% |
| Lighthouse | 42 | 94 | +52 points |
🚀 Performance optimized to production standards!When this skill is invoked, automatically:
Discover the codebase:
listDirectory to find all files recursivelyreadFile to read every source fileScan line-by-line for issues:
Fix everything automatically:
strReplace to fix issues in filesVerify and report:
Do all of this without asking the user for input.
Symptoms: Team paralyzed by 200+ issues Solution: Focus on critical/high priority only, create sprints
Symptoms: Flagging non-issues Solution: Understand context, verify manually, ask developers
Symptoms: Audit report ignored Solution: Create GitHub issues, assign owners, track in standups
# Production Audit Report
**Project:** [Name]
**Date:** [Date]
**Overall Grade:** [A-F]
## Executive Summary
[2-3 sentences on overall status]
**Critical Issues:** [count]
**High Priority:** [count]
**Recommendation:** [Fix timeline]
## Findings by Category
### Architecture (Grade: [A-F])
- Issue 1: [Description]
- Issue 2: [Description]
### Security (Grade: [A-F])
- Issue 1: [Description + Fix]
- Issue 2: [Description + Fix]
### Performance (Grade: [A-F])
- Issue 1: [Description + Fix]
### Testing (Grade: [A-F])
- Coverage: [%]
- Issues: [List]
## Priority Actions
1. [Critical issue] - [Timeline]
2. [High priority] - [Timeline]
3. [High priority] - [Timeline]
## Timeline
- Critical fixes: [X weeks]
- High priority: [X weeks]
- Production ready: [X weeks]@code-review-checklist - Code review guidelines@api-security-best-practices - API security patterns@web-performance-optimization - Performance optimization@systematic-debugging - Debug production issues@senior-architect - Architecture patternsPro Tip: Schedule regular audits (quarterly) to maintain code quality. Prevention is cheaper than fixing production bugs!
© davila7, 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 cli-tool/components/skills/development/production-code-audit of davila7/claude-code-templates.
Open the folder on GitHubat commit 4c82aba
We found 15 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 6 other GitHub owners. This page covers the copy in davila7/claude-code-templates, which our catalogue first saw on October 7, 2026.
Production Code Audit 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 |
|---|---|---|---|---|---|---|
| Production Code Audit this skilldavila7/claude-code-templates | 32k | 6 repos | ~3.9k | Automated safety check: Warn | MIT | |
| Fla Ascend Performancefla-org/flash-linear-attention | 5.8k | — | ~5.6k | Automated safety check: Pass | MIT | |
| Deepsec Documentation Guidevercel-labs/deepsec | 8.1k | — | ~956 | Automated safety check: Pass | Apache-2.0 | |
| Skill Scannergetsentry/skills | 1k | 4 repos | ~2.5k | Automated safety check: Warn | Apache-2.0 | |
| Serenity Aleabitoreddityan-labs/serenity-aleabitoreddit | 479 | 1 repos | ~3.3k | Automated safety check: Pass | None | |
| Security Alert Triageelastic/agent-skills | 592 | 1 repos | ~3.5k | Automated safety check: Notes | Apache-2.0 |
fla-org/flash-linear-attention
Guidelines for Ascend NPU kernel / Triton-Ascend backend performance work in the FLA repo.
vercel-labs/deepsec
Points the agent at deepsec's own docs to answer questions about initializing, configuring, resuming, scanning with and extending the vulnerability scanner.
getsentry/skills
Scan agent skills for security issues. An agent skill from getsentry/skills.
yan-labs/serenity-aleabitoreddit
Apply trader Serenity's (@aleabitoreddit) AI/semiconductor supply-chain analytical lens to US-stock ideas and market judgment.
elastic/agent-skills
Triage Elastic Security alerts — gather context, classify threats, create cases, and acknowledge.
SummerSec/ShiroAttack2
当用户要求利用、检测或测试 Apache Shiro rememberMe 反序列化漏洞 (Shiro-550, CVE-2016-4437) 时使用。触发词包括 "Shiro"、"rememberMe"、"shiro attack"、"CVE-2016-4437"、"Shiro-550"、"爆破 Shiro key"、"利用 Shiro"、"Shiro…
davila7/claude-code-templates
Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.
davila7/claude-code-templates
Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation.
davila7/claude-code-templates
Supplies LaTeX templates and formatting rules for journals, conferences, posters, and grant proposals, then can check a draft against them.
davila7/claude-code-templates
Analyzes a brand's existing writing to lock in a consistent voice, then builds SEO blog posts and platform-specific social content around it.
davila7/claude-code-templates
Guides corrective and preventive action (CAPA) work in a quality management system, from initiation and root cause analysis through effectiveness verification.
davila7/claude-code-templates
Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management.
Categories
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations. Production Code Audit is an agent skill from davila7/claude-code-templates.
Production Code Audit fits situations like: security work in your project.
Run `npx skills add davila7/claude-code-templates --skill production-code-audit -a claude-code`. Or copy the skill folder (cli-tool/components/skills/development/production-code-audit in davila7/claude-code-templates) into .claude/skills/production-code-audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add davila7/claude-code-templates --skill production-code-audit -a codex`. Or copy the skill folder (cli-tool/components/skills/development/production-code-audit in davila7/claude-code-templates) into .agents/skills/production-code-audit 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 davila7/claude-code-templates --skill production-code-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/production-code-audit, .gemini/skills/production-code-audit, .github/skills/production-code-audit and .opencode/skills/production-code-audit in your project.
Going by SKILL.md and its folder, Production Code Audit needs credentials named JWT_SECRET and DB_PASSWORD. Our summary lists: Node.js; A credential in JWT_SECRET.
SKILL.md names 4 domains. As links in the text: owasp.org, google.github.io, docs.sonarqube.org and amazon.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md flagged 1 warning(s): tells the agent its actions are pre-authorized / not to stop for confirmation. Read the flagged lines before installing; the check is not a guarantee either way.
Production Code Audit is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.9k tokens (SKILL.md is roughly 16k 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 Production Code Audit: Fla Ascend Performance (fla-org/flash-linear-attention, 5.8k stars), Deepsec Documentation Guide (vercel-labs/deepsec, 8.1k stars), Skill Scanner (getsentry/skills, 1k stars) and Serenity Aleabitoreddit (yan-labs/serenity-aleabitoreddit, 479 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
davila7 (a GitHub user) maintains it in davila7/claude-code-templates, which has 32,432 GitHub stars. The repository holds 477 skills in this directory. The repository was last updated on October 7, 2026.
Source: davila7/claude-code-templates on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.