Files
personamanagmentlayer__pcl/stdlib/languages/go-expert/SKILL.md
ANGX 4e07a6a874 feat(stdlib)!: Agent Skills v1.0 conformance, resolver fix, and 17 new skills (#43)
* chore(stdlib): add conformance tooling for the skills library

The library had no gate that could express what a valid skill is, so
malformed frontmatter, over-budget files and credential literals went
unnoticed. These scripts define and enforce that contract.

- validate-skills.py: extend with Agent Skills v1.0 conformance -
  naming rules and directory agreement, an explicit activation trigger
  in the description, canonical layout, the 500-line SKILL.md budget,
  relative-link integrity, and two security rules (no unrestricted
  Bash(*) grant, no credential literals). Structural checks now read a
  skill as a whole so material moved into references/ still counts.
- split-skill-references.py: move the heaviest sections of an oversized
  SKILL.md into references/. Verifies line by line that every source
  line lands in exactly one output and refuses to write otherwise.
- generate-skill-inventory.py: derive SKILLS_INVENTORY.md and
  DIRECTORY_STRUCTURE.md from the tree so they cannot drift.
- generate-skill-catalog.py: index the canonical layout only, count
  references/ toward a skill's size, and stop truncating descriptions
  at 200 characters - the catalog is the discovery surface and must
  carry the activation trigger.
- .gitignore: Python bytecode from these scripts, and local .pcl state.

Reviewed-by: Security Analyst, Compiler Engineer, DevX Engineer

* fix(stdlib): bring all 174 skills to Agent Skills v1.0 conformance

No skill in the library was conformant. 41 of 175 failed the existing
validator outright, and none satisfied the spec. This pass fixes the
tree and records the result. See stdlib/CHANGELOG.md for the per-skill
versioning and migration notes.

BREAKING CHANGE: one skill removed, five moved, seven with a capability
withdrawn. Library version 2.0.0 -> 3.0.0.

Structure
- Convert 71 skills stored as flat files to <category>/<name>/SKILL.md,
  the layout the spec requires and the only one able to carry companion
  resources.
- Rename 5 directories that disagreed with their declared name:, so
  resolution by path and by name stop giving different answers. The
  repository docs already referenced the corrected paths.
- Merge the duplicate legal-technology skills into legaltech-expert and
  delete legal-tech-expert, carrying over everything the survivor
  lacked.

Metadata
- Repair 20 unparseable frontmatters: an H1 preceded the --- block and
  the key was skill_id: instead of name:, so any parser reading
  frontmatter at offset 0 saw no metadata at all. The objectives,
  prerequisites and outcome they carried become real body sections.
- Add the missing version: to 21 skills, fold keywords into tags, move
  expertise_level under metadata, and align 10 category: values with
  their directory.

Discoverability
- Give all 174 descriptions an explicit "Use when ..." trigger, built
  from each skill's own tags and section headings. 152 previously said
  only what the skill was about, leaving an agent nothing to match on.

Progressive disclosure
- Split 127 oversized skills, moving bulk material into references/ read
  on demand and leaving an index behind. A SKILL.md now averages 277
  lines instead of 644 and none exceeds 500. Verified lossless line by
  line against the previous revision.

Security
- Withdraw the unrestricted Bash(*) grant from 7 skills; none of the six
  non-financial ones contained a single shell command. finance-expert
  documents code that charges cards and reads bank accounts, so it now
  grants no shell at all.
- Remove credential literals: Stripe keys, two JWT signing keys, an
  Express session secret, a Redis password and WiFi credentials, all
  inlined in examples. They load from the environment now.
- finance-expert: idempotency keys were documented but absent, so a
  retry double-charged; webhook signature failures were not caught, so a
  forged event raised uncaught instead of being rejected;
  int(amount * 100) truncated fractions of a cent. All fixed, plus a
  money-movement guardrails section.
- trading-expert: place_order routed without any pre-trade risk check
  although a RiskManager sat unused in the next section. Risk validation
  now runs before routing and raises rather than returning a boolean a
  caller can ignore; live routing is opt-in.
- Correct an Ansible Vault example that showed plaintext under an
  "encrypted" label.

Also fixes 8 broken documentation links and a prematurely closed code
fence in skill-creator-expert that leaked template content into prose.

Per the repository file-organization policy, four stale progress reports
(SKILLS_MANIFEST, COMPLETE_SKILLS_LIBRARY, COMPLETE_LIBRARY_MANIFEST,
PHASE_3_DATA_ANALYTICS) move out of stdlib/ into the gitignored
.roadmap/status/stdlib/; they claimed 31 of 100 skills complete. They
appear here as deletions because .roadmap/ is not tracked.

Reviewed-by: Security Analyst, Language Designer, DevX Engineer,
             Documentation Specialist

* fix(skills): resolve standard library skills from their real layout

No stdlib skill was resolvable. SkillResolver looked for
`<stdlibDir>/<name>.md` with stdlibDir defaulting to `stdlib/skills`, a
directory that does not exist, and the path ignored the category level
the library actually uses. The two LSP providers had the same wrong
directory and scanned only one level deep, so neither completion nor
go-to-definition could see a skill either.

- skill-discovery.ts: enumerate skill entry points across the shapes in
  use - a flat `<name>.md`, `<name>/SKILL.md`, and
  `<category>/<name>/SKILL.md` - while skipping references/, scripts/
  and assets/, which hold supporting material rather than entry points.
- skill-resolver.ts: point stdlibDir at `stdlib`, and look the name up
  as a directory under any category as well as the two legacy shapes, so
  existing custom stdlib directories keep working. The name is used as a
  single path segment and rejected if it contains a separator or
  traversal, so a reference cannot escape the stdlib root.
- Rewire both LSP providers onto the shared discovery helper.

Tests: 13 new cases covering the layouts, ordering, the references/
exclusion, path-traversal rejection, and an integration test that
resolves real shipped skills by bare name.

Reviewed-by: Compiler Engineer, Runtime Architect, Security Analyst

* feat(stdlib): add 17 skills covering the library's largest gaps

Selection was driven by cross-referencing coverage against observed usage
rather than by intuition: Stack Overflow and GitHub Octoverse data for
which technologies matter, and install rankings on public agent-skill
registries for the shape of skills people actually use.

That comparison found a mismatch of form, not only of coverage. The
most-installed skills in the ecosystem are procedures - tdd, refactoring,
frontend design, browser automation - while all 174 existing skills were
domain knowledge shaped as <domain>-expert. The new workflows/ category
closes that gap and introduces the <activity>-workflow convention.

New category workflows/ (4)
- tdd-workflow, refactoring-workflow, debugging-workflow,
  code-review-workflow. code-review-workflow complements rather than
  replaces code-review-expert: procedure versus judgement. Merge them if
  the split proves confusing in use.

Applied AI (3) - the largest coverage gap
- llm-engineering-expert, rag-expert, agent-engineering-expert.
  The library referenced LLMs in tags but covered none of it: pgvector
  appeared zero times across 174 skills, LangChain once, MCP twice
  despite the repository shipping an MCP integration guide.

Capabilities (2)
- document-processing-expert (PDF, DOCX, XLSX, PPTX in one skill),
  browser-automation-expert (a client against third-party sites,
  distinct from playwright-expert which tests your own application).

Data (3)
- mysql-expert, the second most used database and previously absent
  while rarer stores had skills; analytical-databases-expert;
  stream-processing-expert.

Security (3)
- secrets-management-expert, supply-chain-security-expert (OWASP A03
  2025), identity-access-expert (OWASP A01).

Interface and meta (2)
- accessibility-expert: design/ held only design-expert, which despite
  its name covers software architecture, so WCAG had no home.
- skill-router: find and compose skills across 191, with a
  disambiguation table for overlapping pairs.

Grouping by decision context rather than by technology keeps the growth
to 17 skills for roughly 50 topics. Five vector stores live inside
rag-expert; four document formats inside document-processing-expert.
Per-tool depth sits in references/, which the progressive-disclosure work
in 3.0.0 made cheap.

Four further gaps are better served by extending existing skills -
PyTorch and TensorFlow in ml-expert, OpenTelemetry in monitoring-expert,
Pulumi and Crossplane in terraform-expert - and are not in this change.

Library 3.0.0 -> 3.1.0, additive only. Adds the workflows label to the
inventory generator; catalogue, inventory, structure and CHANGELOG
regenerated.

Reviewed-by: Product Strategist, Security Analyst, DevX Engineer,
             Documentation Specialist

* fix(test): create test directories with mkdtempSync

CodeQL flagged js/insecure-temporary-file (CWE-377) on both suites.
`join(tmpdir(), <predictable name>)` followed by mkdirSync creates a
world-readable directory at a guessable path, so another local user can
pre-create it or plant a symlink between the name being computed and the
directory being created.

mkdtempSync creates the directory atomically with a random suffix and
0700 permissions, which closes both the disclosure and the race.

One occurrence is new in this branch (skill-discovery); the other
pre-dates it in skill-resolver and is fixed in the same pass rather than
left as a known finding in a file this branch already touches.
2026-09-05 04:35:30 +02:00

7.7 KiB

name, version, description, category, author, license, tags, allowed-tools, requirements
name version description category author license tags allowed-tools requirements
go-expert 1.1.0 Expert-level Go development with Go 1.22+ features, concurrency, standard library, and production-grade best practices. Use when the user mentions concurrency, microservices, or backend, or when the task involves idiomatic Go, goroutines and channels, context-based cancellation, or writing an HTTP server. languages PCL Team Apache-2.0
go
golang
concurrency
microservices
backend
Read
Write
Edit
Bash(go:*)
Glob
Grep
go
>=1.21

Go Expert

You are an expert Go developer with deep knowledge of modern Go (1.22+), concurrency patterns, standard library, and production-grade application development. You write clean, performant, and idiomatic Go code following community best practices.

Best Practices

1. Idiomatic Go

// Use short variable names for local scope
for i, v := range items {
    // i and v are clear in this context
}

// Avoid getters/setters, use direct field access
type User struct {
    Name string // Public field
    age  int    // Private field
}

// Accept interfaces, return structs
func ProcessData(r io.Reader) (*Result, error) {
    // r is an interface (flexible)
    // Result is a struct (concrete)
}

// Early returns to reduce nesting
func validate(user *User) error {
    if user == nil {
        return errors.New("user is nil")
    }

    if user.Name == "" {
        return errors.New("name is required")
    }

    if user.Age < 0 {
        return errors.New("age must be positive")
    }

    return nil
}

2. Handle Errors Properly

// Check errors immediately
file, err := os.Open("file.txt")
if err != nil {
    return fmt.Errorf("failed to open file: %w", err)
}
defer file.Close()

// Don't ignore errors
if err := doSomething(); err != nil {
    log.Printf("Error: %v", err)
}

// Wrap errors with context
if err := process(); err != nil {
    return fmt.Errorf("processing failed: %w", err)
}

3. Use defer for Cleanup

func processFile(path string) error {
    file, err := os.Open(path)
    if err != nil {
        return err
    }
    defer file.Close() // Always closes, even on error

    // Process file...
    return nil
}

// Multiple defers execute in LIFO order
func example() {
    defer fmt.Println("Third")
    defer fmt.Println("Second")
    defer fmt.Println("First")
}

4. Preallocate Slices

// Bad - multiple allocations
var items []int
for i := 0; i < 1000; i++ {
    items = append(items, i)
}

// Good - single allocation
items := make([]int, 0, 1000)
for i := 0; i < 1000; i++ {
    items = append(items, i)
}

// Better - if you know the size
items := make([]int, 1000)
for i := range items {
    items[i] = i
}

5. Use Structs for Config

// Good - extensible without breaking API
type ServerConfig struct {
    Host         string
    Port         int
    ReadTimeout  time.Duration
    WriteTimeout time.Duration
}

func NewServer(cfg ServerConfig) *Server {
    // Use config
}

// Usage with functional options
type Option func(*ServerConfig)

func WithPort(port int) Option {
    return func(cfg *ServerConfig) {
        cfg.Port = port
    }
}

func NewServer(opts ...Option) *Server {
    cfg := &ServerConfig{
        Host: "localhost",
        Port: 8080,
    }

    for _, opt := range opts {
        opt(cfg)
    }

    return &Server{config: cfg}
}

6. Use Context for Cancellation

func longRunningOperation(ctx context.Context) error {
    for {
        select {
        case <-ctx.Done():
            return ctx.Err()
        default:
            // Do work
            time.Sleep(100 * time.Millisecond)
        }
    }
}

// Usage
ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
defer cancel()

if err := longRunningOperation(ctx); err != nil {
    log.Printf("Operation failed: %v", err)
}

7. Close Channels Properly

// Sender closes channel
func producer(ch chan<- int) {
    defer close(ch) // Always close

    for i := 0; i < 10; i++ {
        ch <- i
    }
}

// Receiver doesn't close
func consumer(ch <-chan int) {
    for val := range ch { // Exits when channel closed
        fmt.Println(val)
    }
}

// Usage
ch := make(chan int)
go producer(ch)
consumer(ch)

Common Patterns

Singleton

type Database struct {
    conn *sql.DB
}

var (
    instance *Database
    once     sync.Once
)

func GetDatabase() *Database {
    once.Do(func() {
        instance = &Database{
            conn: connectToDB(),
        }
    })
    return instance
}

Builder

type QueryBuilder struct {
    table   string
    where   []string
    orderBy string
    limit   int
}

func NewQueryBuilder(table string) *QueryBuilder {
    return &QueryBuilder{table: table}
}

func (qb *QueryBuilder) Where(condition string) *QueryBuilder {
    qb.where = append(qb.where, condition)
    return qb
}

func (qb *QueryBuilder) OrderBy(field string) *QueryBuilder {
    qb.orderBy = field
    return qb
}

func (qb *QueryBuilder) Limit(n int) *QueryBuilder {
    qb.limit = n
    return qb
}

func (qb *QueryBuilder) Build() string {
    // Build SQL query
    return query
}

// Usage
query := NewQueryBuilder("users").
    Where("age > 18").
    Where("active = true").
    OrderBy("name").
    Limit(10).
    Build()

Anti-Patterns to Avoid

1. Not Checking Errors

// Bad
file, _ := os.Open("file.txt")

// Good
file, err := os.Open("file.txt")
if err != nil {
    return err
}

2. Goroutine Leaks

// Bad - goroutine never exits
go func() {
    for {
        // Infinite loop, no exit condition
    }
}()

// Good - use context for cancellation
ctx, cancel := context.WithCancel(context.Background())
defer cancel()

go func() {
    for {
        select {
        case <-ctx.Done():
            return
        default:
            // Do work
        }
    }
}()

3. Using Panic for Control Flow

// Bad
func getUser(id int) User {
    user, exists := users[id]
    if !exists {
        panic("user not found") // Don't panic
    }
    return user
}

// Good
func getUser(id int) (User, error) {
    user, exists := users[id]
    if !exists {
        return User{}, ErrNotFound
    }
    return user, nil
}

Development Workflow

Go Commands

go run main.go              # Run program
go build                    # Build binary
go test ./...               # Run all tests
go test -v ./...            # Verbose tests
go test -cover ./...        # Test coverage
go test -bench=.            # Run benchmarks
go mod tidy                 # Clean dependencies
go fmt ./...                # Format code
go vet ./...                # Static analysis

Module Management

go mod init example.com/myapp    # Initialize module
go get github.com/pkg/name       # Add dependency
go mod download                  # Download dependencies
go mod verify                    # Verify dependencies

Approach

When writing Go code:

  1. Write Idiomatic Go: Follow community conventions
  2. Handle Errors: Never ignore errors
  3. Use Interfaces: Small, focused interfaces
  4. Leverage Concurrency: Goroutines and channels wisely
  5. Test Thoroughly: Table-driven tests, benchmarks
  6. Keep It Simple: Avoid over-engineering
  7. Document Exports: Clear comments for public APIs
  8. Profile Performance: Use pprof for optimization

Always write clean, simple, and idiomatic Go code that leverages the language's strengths in concurrency and simplicity.

Reference Documentation

Detailed material lives alongside this skill and is read on demand:

  • Core Expertise — Modern Go (Go 1.22+), Concurrency, HTTP Server, Error Handling, Testing