diff --git a/core/analyzer.go b/core/analyzer.go
index 57f4cc2..5a274ff 100644
--- a/core/analyzer.go
+++ b/core/analyzer.go
@@ -12,6 +12,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+// Package core holds the central scanning logic used by GAS
 package core
 
 import (
@@ -26,6 +27,9 @@ import (
 	"strings"
 )
 
+// The Context is populated with data parsed from the source code as it is scanned.
+// It is passed through to all rule functions as they are called. Rules may use
+// this data in conjunction withe the encoutered AST node.
 type Context struct {
 	FileSet  *token.FileSet
 	Comments ast.CommentMap
@@ -35,12 +39,17 @@ type Context struct {
 	Config   map[string]interface{}
 }
 
+// The Rule interface used by all rules supported by GAS.
 type Rule interface {
 	Match(ast.Node, *Context) (*Issue, error)
 }
 
+// A RuleSet maps lists of rules to the type of AST node they should be run on.
+// The anaylzer will only invoke rules contained in the list associated with the
+// type of AST node it is currently visiting.
 type RuleSet map[reflect.Type][]Rule
 
+// Metrics used when reporting information about a scanning run.
 type Metrics struct {
 	NumFiles int `json:"files"`
 	NumLines int `json:"lines"`
@@ -48,6 +57,8 @@ type Metrics struct {
 	NumFound int `json:"found"`
 }
 
+// The Analyzer object is the main object of GAS. It has methods traverse an AST
+// and invoke the correct checking rules as on each node as required.
 type Analyzer struct {
 	ignoreNosec bool
 	ruleset     RuleSet
@@ -57,6 +68,7 @@ type Analyzer struct {
 	Stats       Metrics `json:"metrics"`
 }
 
+// NewAnalyzer buildas a new anaylzer.
 func NewAnalyzer(conf map[string]interface{}, logger *log.Logger) Analyzer {
 	if logger == nil {
 		logger = log.New(os.Stdout, "[gas]", 0)
@@ -104,6 +116,8 @@ func (gas *Analyzer) process(filename string, source interface{}) error {
 	return err
 }
 
+// AddRule adds a rule into a rule set list mapped to the given AST node's type.
+// The node is only needed for its type and is not otherwise used.
 func (gas *Analyzer) AddRule(r Rule, n ast.Node) {
 	t := reflect.TypeOf(n)
 	if val, ok := gas.ruleset[t]; ok {
@@ -113,6 +127,8 @@ func (gas *Analyzer) AddRule(r Rule, n ast.Node) {
 	}
 }
 
+// Process reads in a source file, convert it to an AST and traverse it.
+// Rule methods added with AddRule will be invoked as necessary.
 func (gas *Analyzer) Process(filename string) error {
 	err := gas.process(filename, nil)
 	fun := func(f *token.File) bool {
@@ -123,6 +139,9 @@ func (gas *Analyzer) Process(filename string) error {
 	return err
 }
 
+// ProcessSource will convert a source code string into an AST and traverse it.
+// Rule methods added with AddRule will be invoked as necessary. The string is
+// identified by the filename given but no file IO will be done.
 func (gas *Analyzer) ProcessSource(filename string, source string) error {
 	err := gas.process(filename, source)
 	fun := func(f *token.File) bool {
@@ -133,7 +152,8 @@ func (gas *Analyzer) ProcessSource(filename string, source string) error {
 	return err
 }
 
-func (gas *Analyzer) Ignore(n ast.Node) bool {
+// ignore a node (and sub-tree) if it is tagged with a "nosec" comment
+func (gas *Analyzer) ignore(n ast.Node) bool {
 	if groups, ok := gas.context.Comments[n]; ok && !gas.ignoreNosec {
 		for _, group := range groups {
 			if strings.Contains(group.Text(), "nosec") {
@@ -145,8 +165,10 @@ func (gas *Analyzer) Ignore(n ast.Node) bool {
 	return false
 }
 
+// Visit runs the GAS visitor logic over an AST created by parsing go code.
+// Rule methods added with AddRule will be invoked as necessary.
 func (gas *Analyzer) Visit(n ast.Node) ast.Visitor {
-	if !gas.Ignore(n) {
+	if !gas.ignore(n) {
 		if val, ok := gas.ruleset[reflect.TypeOf(n)]; ok {
 			for _, rule := range val {
 				ret, err := rule.Match(n, &gas.context)
diff --git a/core/helpers.go b/core/helpers.go
index ddabe26..71e5d99 100644
--- a/core/helpers.go
+++ b/core/helpers.go
@@ -37,6 +37,7 @@ func selectName(n ast.Node, s reflect.Type) (string, bool) {
 	return "", false
 }
 
+// MatchCall will match an ast.CallNode if its method name obays the given regex.
 func MatchCall(n ast.Node, r *regexp.Regexp) *ast.CallExpr {
 	t := reflect.TypeOf(&ast.CallExpr{})
 	if name, ok := selectName(n, t); ok && r.MatchString(name) {
@@ -45,6 +46,7 @@ func MatchCall(n ast.Node, r *regexp.Regexp) *ast.CallExpr {
 	return nil
 }
 
+// MatcMatchCompLit hCall will match an ast.CompositeLit if its string value obays the given regex.
 func MatchCompLit(n ast.Node, r *regexp.Regexp) *ast.CompositeLit {
 	t := reflect.TypeOf(&ast.CompositeLit{})
 	if name, ok := selectName(n, t); ok && r.MatchString(name) {
@@ -53,6 +55,7 @@ func MatchCompLit(n ast.Node, r *regexp.Regexp) *ast.CompositeLit {
 	return nil
 }
 
+// GetInt will read and return an integer value from an ast.BasicLit
 func GetInt(n ast.Node) (int64, error) {
 	if node, ok := n.(*ast.BasicLit); ok && node.Kind == token.INT {
 		return strconv.ParseInt(node.Value, 0, 64)
@@ -60,6 +63,7 @@ func GetInt(n ast.Node) (int64, error) {
 	return 0, fmt.Errorf("Unexpected AST node type: %T", n)
 }
 
+// GetInt will read and return a float value from an ast.BasicLit
 func GetFloat(n ast.Node) (float64, error) {
 	if node, ok := n.(*ast.BasicLit); ok && node.Kind == token.FLOAT {
 		return strconv.ParseFloat(node.Value, 64)
@@ -67,6 +71,7 @@ func GetFloat(n ast.Node) (float64, error) {
 	return 0.0, fmt.Errorf("Unexpected AST node type: %T", n)
 }
 
+// GetInt will read and return a char value from an ast.BasicLit
 func GetChar(n ast.Node) (byte, error) {
 	if node, ok := n.(*ast.BasicLit); ok && node.Kind == token.CHAR {
 		return node.Value[0], nil
@@ -74,6 +79,7 @@ func GetChar(n ast.Node) (byte, error) {
 	return 0, fmt.Errorf("Unexpected AST node type: %T", n)
 }
 
+// GetInt will read and return a string value from an ast.BasicLit
 func GetString(n ast.Node) (string, error) {
 	if node, ok := n.(*ast.BasicLit); ok && node.Kind == token.STRING {
 		return strconv.Unquote(node.Value)
diff --git a/core/issue.go b/core/issue.go
index 261e840..22c5044 100644
--- a/core/issue.go
+++ b/core/issue.go
@@ -20,33 +20,39 @@ import (
 	"os"
 )
 
+// Score type used by severity and confidence values
 type Score int
 
 const (
-	Low Score = iota
-	Medium
-	High
+	Low    Score = iota // Low value
+	Medium              // Medium value
+	High                // High value
 )
 
+// An Issue is returnd by a GAS rule if it discovers an issue with the scanned code.
 type Issue struct {
-	Severity   Score  `json:"severity"`
-	Confidence Score  `json:"confidence"`
-	What       string `json:"details"`
-	File       string `json:"file"`
-	Code       string `json:"code"`
-	Line       int    `json:"line"`
+	Severity   Score  `json:"severity"`   // issue severity (how problematic it is)
+	Confidence Score  `json:"confidence"` // issue confidence (how sure we are we found it)
+	What       string `json:"details"`    // Human readable explanation
+	File       string `json:"file"`       // File name we found it in
+	Code       string `json:"code"`       // Impacted code line
+	Line       int    `json:"line"`       // Line number in file
 }
 
+// MetaData is embedded in all GAS rules. The Severity, Confidence and What message
+// will be passed tbhrough to reported issues.
 type MetaData struct {
 	Severity   Score
 	Confidence Score
 	What       string
 }
 
+// MarshalJSON is used convert a Score object into a JSON representation
 func (c Score) MarshalJSON() ([]byte, error) {
 	return json.Marshal(c.String())
 }
 
+// String converts a Score into a string
 func (c Score) String() string {
 	switch c {
 	case High:
@@ -74,6 +80,7 @@ func codeSnippet(file *os.File, start int64, end int64, n ast.Node) (string, err
 	return string(buf), nil
 }
 
+// NewIssue creates a new Issue
 func NewIssue(ctx *Context, node ast.Node, desc string, severity Score, confidence Score) *Issue {
 	var code string
 	fobj := ctx.FileSet.File(node.Pos())
diff --git a/core/resolve.go b/core/resolve.go
index 6c5070c..a2c6273 100644
--- a/core/resolve.go
+++ b/core/resolve.go
@@ -53,6 +53,9 @@ func resolveCallExpr(n *ast.CallExpr, c *Context) bool {
 	return false
 }
 
+// TryResolve will attempt, given a subtree starting at some ATS node, to resolve
+// all values contained within to a known constant. It is used to check for any
+// unkown values in compound expressions.
 func TryResolve(n ast.Node, c *Context) bool {
 	switch node := n.(type) {
 	case *ast.BasicLit:
diff --git a/core/select.go b/core/select.go
index 24f2316..e11c946 100644
--- a/core/select.go
+++ b/core/select.go
@@ -20,7 +20,7 @@ import (
 	"reflect"
 )
 
-// A selector function. This is like a visitor, but has a richer interface. It
+// SelectFunc is like an AST visitor, but has a richer interface. It
 // is called with the current ast.Node being visitied and that nodes depth in
 // the tree. The function can return true to continue traversing the tree, or
 // false to end traversal here.
@@ -379,6 +379,9 @@ func Select(s Selector, n ast.Node, bits ...reflect.Type) {
 	depthWalk(n, 0, fun)
 }
 
+// SimpleSelect will try to match a path through a sub-tree starting at a given AST node.
+// The type of each node in the path at a given depth must match its entry in list of
+// node types given.
 func SimpleSelect(n ast.Node, bits ...reflect.Type) ast.Node {
 	var found ast.Node
 	fun := func(n ast.Node, d int) bool {