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<!-- Sync Impact Report
Version Change: 1.0.0 → 2.0.0 (Major revision - MCP integration)
Modified Principles:
- Code Generation First → Live Repository Learning
- Full Stack BAML → Pattern-Based Generation
- Pattern Recognition → Autonomous Excellence
- Self-Debugging → Full Stack Coverage
- Performance Aware → Self-Updating
Added Sections:
- Primary Goals
- Technical Foundation
- Quality Standards
- Operational Requirements
Removed Sections:
- Primary Capabilities (replaced by Technical Foundation)
Templates Requiring Updates:
✅ plan-template.md - Updated for MCP integration
✅ spec-template.md - Updated for repository patterns
✅ tasks-template.md - No changes needed
✅ checklist-template.md - No changes needed
✅ agent-file-template.md - No changes needed
Follow-up TODOs: None
-->
# BAML Code Generation Skill Constitution v2
## Purpose
Enable Claude Code to autonomously write, debug, and optimize production-ready
BAML applications by leveraging real-time access to official repositories
through MCP servers.
## Core Principles
### I. Live Repository Learning
Use MCP servers to access actual BAML implementations. Every pattern, syntax,
and best practice must be derived from the official BoundaryML repositories.
No outdated knowledge or assumptions - only real, working code from the source.
### II. Pattern-Based Generation
Extract and adapt real patterns from production code. Analyze repository
examples to understand context-appropriate solutions. Match use cases to
existing patterns and adapt them intelligently rather than inventing new
approaches.
### III. Autonomous Excellence
Generate better code than manual development. Every generated solution must
meet or exceed the quality of hand-written code through comprehensive testing,
optimization, and error handling. No human intervention required for production
deployment.
### IV. Full Stack Coverage
From types to deployment, everything included. Generate complete solutions
spanning type definitions, BAML functions, client integrations, test suites,
CI/CD pipelines, and deployment configurations. No component left unimplemented.
### V. Self-Updating
Stay current with latest BAML features via MCP. Continuously query repositories
for new patterns, syntax changes, and best practices. Adapt generation strategies
based on the latest available examples and documentation.
## Primary Goals
- **Generate Production Code**: Every output is deployable, not educational
- **Learn from Source**: Use actual repository code as the source of truth
- **Include Everything**: Types, functions, tests, integrations, deployments
- **Optimize Automatically**: Token reduction, latency, cost optimization built-in
- **Stay Current**: Real-time access to latest syntax and patterns
## Technical Foundation
### MCP Servers (Required)
The following MCP servers MUST be installed and accessible:
- `baml_Docs`: BoundaryML/baml repository for core implementation
- `baml_Examples`: BoundaryML/baml-examples for production patterns
### Core Competencies
- Project scaffolding with proper structure
- Type system design and optimization
- Function engineering with best practices
- Test generation with edge cases
- Integration code for Python/TypeScript/Ruby
- Deployment configurations (Docker, K8s, serverless)
## Success Metrics
All generated code must meet these quantifiable standards:
- **First-Run Success**: >95% - Generated code runs without modification
- **Parsing Success**: >99% - Code compiles with Semantic Analysis Pipeline
- **Token Efficiency**: 55% reduction vs JSON schemas
- **Test Coverage**: 100% auto-generated for all functions
- **Deployment Ready**: Includes monitoring, retry, fallback mechanisms
- **Pattern Accuracy**: Matches repository examples exactly
## Quality Standards
Every generated artifact MUST:
1. Match or exceed repository example quality
2. Include comprehensive error handling
3. Provide complete test coverage
4. Follow BAML best practices from source
5. Be production-deployable without modification
## Non-Goals
This constitution explicitly excludes:
- Teaching or explaining BAML concepts
- Creating documentation or tutorials
- Manual assistance or debugging help
- Operating without MCP servers
- Generating suboptimal or example code
## Operational Requirements
- MCP servers MUST be installed and accessible for optimal operation
- Real-time repository queries for pattern matching
- Dynamic learning from new examples
- Continuous syntax validation against source
- Automatic fallback to cached patterns if MCP unavailable (with user notification)
### Fallback Mode Operation
When MCP servers are unavailable:
1. System MUST notify user of degraded mode operation
2. Generation continues using cached repository patterns (80% functionality retained)
3. Advanced features (real-time pattern updates, latest syntax validation) are disabled
4. User is warned that generated code may not reflect latest BAML features
5. System queues repository updates for when servers return
Fallback mode ensures continuity while maintaining transparency about limitations.
## Governance
The Constitution supersedes all other practices and guidelines. Amendments
require:
1. Clear justification demonstrating improved code generation
2. Impact analysis on MCP server dependencies
3. Validation against repository examples
4. Version increment following semantic versioning
All code generation MUST verify compliance with these principles. Quality
standards are non-negotiable, but fallback mode with user notification is
permitted to ensure developer productivity during MCP server outages.
**Version**: 2.0.0 | **Ratified**: 2025-01-25 | **Last Amended**: 2025-01-25

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#!/usr/bin/env bash
# Consolidated prerequisite checking script
#
# This script provides unified prerequisite checking for Spec-Driven Development workflow.
# It replaces the functionality previously spread across multiple scripts.
#
# Usage: ./check-prerequisites.sh [OPTIONS]
#
# OPTIONS:
# --json Output in JSON format
# --require-tasks Require tasks.md to exist (for implementation phase)
# --include-tasks Include tasks.md in AVAILABLE_DOCS list
# --paths-only Only output path variables (no validation)
# --help, -h Show help message
#
# OUTPUTS:
# JSON mode: {"FEATURE_DIR":"...", "AVAILABLE_DOCS":["..."]}
# Text mode: FEATURE_DIR:... \n AVAILABLE_DOCS: \n ✓/✗ file.md
# Paths only: REPO_ROOT: ... \n BRANCH: ... \n FEATURE_DIR: ... etc.
set -e
# Parse command line arguments
JSON_MODE=false
REQUIRE_TASKS=false
INCLUDE_TASKS=false
PATHS_ONLY=false
for arg in "$@"; do
case "$arg" in
--json)
JSON_MODE=true
;;
--require-tasks)
REQUIRE_TASKS=true
;;
--include-tasks)
INCLUDE_TASKS=true
;;
--paths-only)
PATHS_ONLY=true
;;
--help|-h)
cat << 'EOF'
Usage: check-prerequisites.sh [OPTIONS]
Consolidated prerequisite checking for Spec-Driven Development workflow.
OPTIONS:
--json Output in JSON format
--require-tasks Require tasks.md to exist (for implementation phase)
--include-tasks Include tasks.md in AVAILABLE_DOCS list
--paths-only Only output path variables (no prerequisite validation)
--help, -h Show this help message
EXAMPLES:
# Check task prerequisites (plan.md required)
./check-prerequisites.sh --json
# Check implementation prerequisites (plan.md + tasks.md required)
./check-prerequisites.sh --json --require-tasks --include-tasks
# Get feature paths only (no validation)
./check-prerequisites.sh --paths-only
EOF
exit 0
;;
*)
echo "ERROR: Unknown option '$arg'. Use --help for usage information." >&2
exit 1
;;
esac
done
# Source common functions
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
source "$SCRIPT_DIR/common.sh"
# Get feature paths and validate branch
eval $(get_feature_paths)
check_feature_branch "$CURRENT_BRANCH" "$HAS_GIT" || exit 1
# If paths-only mode, output paths and exit (support JSON + paths-only combined)
if $PATHS_ONLY; then
if $JSON_MODE; then
# Minimal JSON paths payload (no validation performed)
printf '{"REPO_ROOT":"%s","BRANCH":"%s","FEATURE_DIR":"%s","FEATURE_SPEC":"%s","IMPL_PLAN":"%s","TASKS":"%s"}\n' \
"$REPO_ROOT" "$CURRENT_BRANCH" "$FEATURE_DIR" "$FEATURE_SPEC" "$IMPL_PLAN" "$TASKS"
else
echo "REPO_ROOT: $REPO_ROOT"
echo "BRANCH: $CURRENT_BRANCH"
echo "FEATURE_DIR: $FEATURE_DIR"
echo "FEATURE_SPEC: $FEATURE_SPEC"
echo "IMPL_PLAN: $IMPL_PLAN"
echo "TASKS: $TASKS"
fi
exit 0
fi
# Validate required directories and files
if [[ ! -d "$FEATURE_DIR" ]]; then
echo "ERROR: Feature directory not found: $FEATURE_DIR" >&2
echo "Run /speckit.specify first to create the feature structure." >&2
exit 1
fi
if [[ ! -f "$IMPL_PLAN" ]]; then
echo "ERROR: plan.md not found in $FEATURE_DIR" >&2
echo "Run /speckit.plan first to create the implementation plan." >&2
exit 1
fi
# Check for tasks.md if required
if $REQUIRE_TASKS && [[ ! -f "$TASKS" ]]; then
echo "ERROR: tasks.md not found in $FEATURE_DIR" >&2
echo "Run /speckit.tasks first to create the task list." >&2
exit 1
fi
# Build list of available documents
docs=()
# Always check these optional docs
[[ -f "$RESEARCH" ]] && docs+=("research.md")
[[ -f "$DATA_MODEL" ]] && docs+=("data-model.md")
# Check contracts directory (only if it exists and has files)
if [[ -d "$CONTRACTS_DIR" ]] && [[ -n "$(ls -A "$CONTRACTS_DIR" 2>/dev/null)" ]]; then
docs+=("contracts/")
fi
[[ -f "$QUICKSTART" ]] && docs+=("quickstart.md")
# Include tasks.md if requested and it exists
if $INCLUDE_TASKS && [[ -f "$TASKS" ]]; then
docs+=("tasks.md")
fi
# Output results
if $JSON_MODE; then
# Build JSON array of documents
if [[ ${#docs[@]} -eq 0 ]]; then
json_docs="[]"
else
json_docs=$(printf '"%s",' "${docs[@]}")
json_docs="[${json_docs%,}]"
fi
printf '{"FEATURE_DIR":"%s","AVAILABLE_DOCS":%s}\n' "$FEATURE_DIR" "$json_docs"
else
# Text output
echo "FEATURE_DIR:$FEATURE_DIR"
echo "AVAILABLE_DOCS:"
# Show status of each potential document
check_file "$RESEARCH" "research.md"
check_file "$DATA_MODEL" "data-model.md"
check_dir "$CONTRACTS_DIR" "contracts/"
check_file "$QUICKSTART" "quickstart.md"
if $INCLUDE_TASKS; then
check_file "$TASKS" "tasks.md"
fi
fi

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#!/usr/bin/env bash
# Common functions and variables for all scripts
# Get repository root, with fallback for non-git repositories
get_repo_root() {
if git rev-parse --show-toplevel >/dev/null 2>&1; then
git rev-parse --show-toplevel
else
# Fall back to script location for non-git repos
local script_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
(cd "$script_dir/../../.." && pwd)
fi
}
# Get current branch, with fallback for non-git repositories
get_current_branch() {
# First check if SPECIFY_FEATURE environment variable is set
if [[ -n "${SPECIFY_FEATURE:-}" ]]; then
echo "$SPECIFY_FEATURE"
return
fi
# Then check git if available
if git rev-parse --abbrev-ref HEAD >/dev/null 2>&1; then
git rev-parse --abbrev-ref HEAD
return
fi
# For non-git repos, try to find the latest feature directory
local repo_root=$(get_repo_root)
local specs_dir="$repo_root/specs"
if [[ -d "$specs_dir" ]]; then
local latest_feature=""
local highest=0
for dir in "$specs_dir"/*; do
if [[ -d "$dir" ]]; then
local dirname=$(basename "$dir")
if [[ "$dirname" =~ ^([0-9]{3})- ]]; then
local number=${BASH_REMATCH[1]}
number=$((10#$number))
if [[ "$number" -gt "$highest" ]]; then
highest=$number
latest_feature=$dirname
fi
fi
fi
done
if [[ -n "$latest_feature" ]]; then
echo "$latest_feature"
return
fi
fi
echo "main" # Final fallback
}
# Check if we have git available
has_git() {
git rev-parse --show-toplevel >/dev/null 2>&1
}
check_feature_branch() {
local branch="$1"
local has_git_repo="$2"
# For non-git repos, we can't enforce branch naming but still provide output
if [[ "$has_git_repo" != "true" ]]; then
echo "[specify] Warning: Git repository not detected; skipped branch validation" >&2
return 0
fi
if [[ ! "$branch" =~ ^[0-9]{3}- ]]; then
echo "ERROR: Not on a feature branch. Current branch: $branch" >&2
echo "Feature branches should be named like: 001-feature-name" >&2
return 1
fi
return 0
}
get_feature_dir() { echo "$1/specs/$2"; }
# Find feature directory by numeric prefix instead of exact branch match
# This allows multiple branches to work on the same spec (e.g., 004-fix-bug, 004-add-feature)
find_feature_dir_by_prefix() {
local repo_root="$1"
local branch_name="$2"
local specs_dir="$repo_root/specs"
# Extract numeric prefix from branch (e.g., "004" from "004-whatever")
if [[ ! "$branch_name" =~ ^([0-9]{3})- ]]; then
# If branch doesn't have numeric prefix, fall back to exact match
echo "$specs_dir/$branch_name"
return
fi
local prefix="${BASH_REMATCH[1]}"
# Search for directories in specs/ that start with this prefix
local matches=()
if [[ -d "$specs_dir" ]]; then
for dir in "$specs_dir"/"$prefix"-*; do
if [[ -d "$dir" ]]; then
matches+=("$(basename "$dir")")
fi
done
fi
# Handle results
if [[ ${#matches[@]} -eq 0 ]]; then
# No match found - return the branch name path (will fail later with clear error)
echo "$specs_dir/$branch_name"
elif [[ ${#matches[@]} -eq 1 ]]; then
# Exactly one match - perfect!
echo "$specs_dir/${matches[0]}"
else
# Multiple matches - this shouldn't happen with proper naming convention
echo "ERROR: Multiple spec directories found with prefix '$prefix': ${matches[*]}" >&2
echo "Please ensure only one spec directory exists per numeric prefix." >&2
echo "$specs_dir/$branch_name" # Return something to avoid breaking the script
fi
}
get_feature_paths() {
local repo_root=$(get_repo_root)
local current_branch=$(get_current_branch)
local has_git_repo="false"
if has_git; then
has_git_repo="true"
fi
# Use prefix-based lookup to support multiple branches per spec
local feature_dir=$(find_feature_dir_by_prefix "$repo_root" "$current_branch")
cat <<EOF
REPO_ROOT='$repo_root'
CURRENT_BRANCH='$current_branch'
HAS_GIT='$has_git_repo'
FEATURE_DIR='$feature_dir'
FEATURE_SPEC='$feature_dir/spec.md'
IMPL_PLAN='$feature_dir/plan.md'
TASKS='$feature_dir/tasks.md'
RESEARCH='$feature_dir/research.md'
DATA_MODEL='$feature_dir/data-model.md'
QUICKSTART='$feature_dir/quickstart.md'
CONTRACTS_DIR='$feature_dir/contracts'
EOF
}
check_file() { [[ -f "$1" ]] && echo " ✓ $2" || echo " ✗ $2"; }
check_dir() { [[ -d "$1" && -n $(ls -A "$1" 2>/dev/null) ]] && echo " ✓ $2" || echo " ✗ $2"; }

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#!/usr/bin/env bash
set -e
JSON_MODE=false
SHORT_NAME=""
BRANCH_NUMBER=""
ARGS=()
i=1
while [ $i -le $# ]; do
arg="${!i}"
case "$arg" in
--json)
JSON_MODE=true
;;
--short-name)
if [ $((i + 1)) -gt $# ]; then
echo 'Error: --short-name requires a value' >&2
exit 1
fi
i=$((i + 1))
next_arg="${!i}"
# Check if the next argument is another option (starts with --)
if [[ "$next_arg" == --* ]]; then
echo 'Error: --short-name requires a value' >&2
exit 1
fi
SHORT_NAME="$next_arg"
;;
--number)
if [ $((i + 1)) -gt $# ]; then
echo 'Error: --number requires a value' >&2
exit 1
fi
i=$((i + 1))
next_arg="${!i}"
if [[ "$next_arg" == --* ]]; then
echo 'Error: --number requires a value' >&2
exit 1
fi
BRANCH_NUMBER="$next_arg"
;;
--help|-h)
echo "Usage: $0 [--json] [--short-name <name>] [--number N] <feature_description>"
echo ""
echo "Options:"
echo " --json Output in JSON format"
echo " --short-name <name> Provide a custom short name (2-4 words) for the branch"
echo " --number N Specify branch number manually (overrides auto-detection)"
echo " --help, -h Show this help message"
echo ""
echo "Examples:"
echo " $0 'Add user authentication system' --short-name 'user-auth'"
echo " $0 'Implement OAuth2 integration for API' --number 5"
exit 0
;;
*)
ARGS+=("$arg")
;;
esac
i=$((i + 1))
done
FEATURE_DESCRIPTION="${ARGS[*]}"
if [ -z "$FEATURE_DESCRIPTION" ]; then
echo "Usage: $0 [--json] [--short-name <name>] [--number N] <feature_description>" >&2
exit 1
fi
# Function to find the repository root by searching for existing project markers
find_repo_root() {
local dir="$1"
while [ "$dir" != "/" ]; do
if [ -d "$dir/.git" ] || [ -d "$dir/.specify" ]; then
echo "$dir"
return 0
fi
dir="$(dirname "$dir")"
done
return 1
}
# Function to check existing branches (local and remote) and return next available number
check_existing_branches() {
local short_name="$1"
# Fetch all remotes to get latest branch info (suppress errors if no remotes)
git fetch --all --prune 2>/dev/null || true
# Find all branches matching the pattern using git ls-remote (more reliable)
local remote_branches=$(git ls-remote --heads origin 2>/dev/null | grep -E "refs/heads/[0-9]+-${short_name}$" | sed 's/.*\/\([0-9]*\)-.*/\1/' | sort -n)
# Also check local branches
local local_branches=$(git branch 2>/dev/null | grep -E "^[* ]*[0-9]+-${short_name}$" | sed 's/^[* ]*//' | sed 's/-.*//' | sort -n)
# Check specs directory as well
local spec_dirs=""
if [ -d "$SPECS_DIR" ]; then
spec_dirs=$(find "$SPECS_DIR" -maxdepth 1 -type d -name "[0-9]*-${short_name}" 2>/dev/null | xargs -n1 basename 2>/dev/null | sed 's/-.*//' | sort -n)
fi
# Combine all sources and get the highest number
local max_num=0
for num in $remote_branches $local_branches $spec_dirs; do
if [ "$num" -gt "$max_num" ]; then
max_num=$num
fi
done
# Return next number
echo $((max_num + 1))
}
# Resolve repository root. Prefer git information when available, but fall back
# to searching for repository markers so the workflow still functions in repositories that
# were initialised with --no-git.
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
if git rev-parse --show-toplevel >/dev/null 2>&1; then
REPO_ROOT=$(git rev-parse --show-toplevel)
HAS_GIT=true
else
REPO_ROOT="$(find_repo_root "$SCRIPT_DIR")"
if [ -z "$REPO_ROOT" ]; then
echo "Error: Could not determine repository root. Please run this script from within the repository." >&2
exit 1
fi
HAS_GIT=false
fi
cd "$REPO_ROOT"
SPECS_DIR="$REPO_ROOT/specs"
mkdir -p "$SPECS_DIR"
# Function to generate branch name with stop word filtering and length filtering
generate_branch_name() {
local description="$1"
# Common stop words to filter out
local stop_words="^(i|a|an|the|to|for|of|in|on|at|by|with|from|is|are|was|were|be|been|being|have|has|had|do|does|did|will|would|should|could|can|may|might|must|shall|this|that|these|those|my|your|our|their|want|need|add|get|set)$"
# Convert to lowercase and split into words
local clean_name=$(echo "$description" | tr '[:upper:]' '[:lower:]' | sed 's/[^a-z0-9]/ /g')
# Filter words: remove stop words and words shorter than 3 chars (unless they're uppercase acronyms in original)
local meaningful_words=()
for word in $clean_name; do
# Skip empty words
[ -z "$word" ] && continue
# Keep words that are NOT stop words AND (length >= 3 OR are potential acronyms)
if ! echo "$word" | grep -qiE "$stop_words"; then
if [ ${#word} -ge 3 ]; then
meaningful_words+=("$word")
elif echo "$description" | grep -q "\b${word^^}\b"; then
# Keep short words if they appear as uppercase in original (likely acronyms)
meaningful_words+=("$word")
fi
fi
done
# If we have meaningful words, use first 3-4 of them
if [ ${#meaningful_words[@]} -gt 0 ]; then
local max_words=3
if [ ${#meaningful_words[@]} -eq 4 ]; then max_words=4; fi
local result=""
local count=0
for word in "${meaningful_words[@]}"; do
if [ $count -ge $max_words ]; then break; fi
if [ -n "$result" ]; then result="$result-"; fi
result="$result$word"
count=$((count + 1))
done
echo "$result"
else
# Fallback to original logic if no meaningful words found
echo "$description" | tr '[:upper:]' '[:lower:]' | sed 's/[^a-z0-9]/-/g' | sed 's/-\+/-/g' | sed 's/^-//' | sed 's/-$//' | tr '-' '\n' | grep -v '^$' | head -3 | tr '\n' '-' | sed 's/-$//'
fi
}
# Generate branch name
if [ -n "$SHORT_NAME" ]; then
# Use provided short name, just clean it up
BRANCH_SUFFIX=$(echo "$SHORT_NAME" | tr '[:upper:]' '[:lower:]' | sed 's/[^a-z0-9]/-/g' | sed 's/-\+/-/g' | sed 's/^-//' | sed 's/-$//')
else
# Generate from description with smart filtering
BRANCH_SUFFIX=$(generate_branch_name "$FEATURE_DESCRIPTION")
fi
# Determine branch number
if [ -z "$BRANCH_NUMBER" ]; then
if [ "$HAS_GIT" = true ]; then
# Check existing branches on remotes
BRANCH_NUMBER=$(check_existing_branches "$BRANCH_SUFFIX")
else
# Fall back to local directory check
HIGHEST=0
if [ -d "$SPECS_DIR" ]; then
for dir in "$SPECS_DIR"/*; do
[ -d "$dir" ] || continue
dirname=$(basename "$dir")
number=$(echo "$dirname" | grep -o '^[0-9]\+' || echo "0")
number=$((10#$number))
if [ "$number" -gt "$HIGHEST" ]; then HIGHEST=$number; fi
done
fi
BRANCH_NUMBER=$((HIGHEST + 1))
fi
fi
FEATURE_NUM=$(printf "%03d" "$BRANCH_NUMBER")
BRANCH_NAME="${FEATURE_NUM}-${BRANCH_SUFFIX}"
# GitHub enforces a 244-byte limit on branch names
# Validate and truncate if necessary
MAX_BRANCH_LENGTH=244
if [ ${#BRANCH_NAME} -gt $MAX_BRANCH_LENGTH ]; then
# Calculate how much we need to trim from suffix
# Account for: feature number (3) + hyphen (1) = 4 chars
MAX_SUFFIX_LENGTH=$((MAX_BRANCH_LENGTH - 4))
# Truncate suffix at word boundary if possible
TRUNCATED_SUFFIX=$(echo "$BRANCH_SUFFIX" | cut -c1-$MAX_SUFFIX_LENGTH)
# Remove trailing hyphen if truncation created one
TRUNCATED_SUFFIX=$(echo "$TRUNCATED_SUFFIX" | sed 's/-$//')
ORIGINAL_BRANCH_NAME="$BRANCH_NAME"
BRANCH_NAME="${FEATURE_NUM}-${TRUNCATED_SUFFIX}"
>&2 echo "[specify] Warning: Branch name exceeded GitHub's 244-byte limit"
>&2 echo "[specify] Original: $ORIGINAL_BRANCH_NAME (${#ORIGINAL_BRANCH_NAME} bytes)"
>&2 echo "[specify] Truncated to: $BRANCH_NAME (${#BRANCH_NAME} bytes)"
fi
if [ "$HAS_GIT" = true ]; then
git checkout -b "$BRANCH_NAME"
else
>&2 echo "[specify] Warning: Git repository not detected; skipped branch creation for $BRANCH_NAME"
fi
FEATURE_DIR="$SPECS_DIR/$BRANCH_NAME"
mkdir -p "$FEATURE_DIR"
TEMPLATE="$REPO_ROOT/.specify/templates/spec-template.md"
SPEC_FILE="$FEATURE_DIR/spec.md"
if [ -f "$TEMPLATE" ]; then cp "$TEMPLATE" "$SPEC_FILE"; else touch "$SPEC_FILE"; fi
# Set the SPECIFY_FEATURE environment variable for the current session
export SPECIFY_FEATURE="$BRANCH_NAME"
if $JSON_MODE; then
printf '{"BRANCH_NAME":"%s","SPEC_FILE":"%s","FEATURE_NUM":"%s"}\n' "$BRANCH_NAME" "$SPEC_FILE" "$FEATURE_NUM"
else
echo "BRANCH_NAME: $BRANCH_NAME"
echo "SPEC_FILE: $SPEC_FILE"
echo "FEATURE_NUM: $FEATURE_NUM"
echo "SPECIFY_FEATURE environment variable set to: $BRANCH_NAME"
fi

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#!/usr/bin/env bash
set -e
# Parse command line arguments
JSON_MODE=false
ARGS=()
for arg in "$@"; do
case "$arg" in
--json)
JSON_MODE=true
;;
--help|-h)
echo "Usage: $0 [--json]"
echo " --json Output results in JSON format"
echo " --help Show this help message"
exit 0
;;
*)
ARGS+=("$arg")
;;
esac
done
# Get script directory and load common functions
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
source "$SCRIPT_DIR/common.sh"
# Get all paths and variables from common functions
eval $(get_feature_paths)
# Check if we're on a proper feature branch (only for git repos)
check_feature_branch "$CURRENT_BRANCH" "$HAS_GIT" || exit 1
# Ensure the feature directory exists
mkdir -p "$FEATURE_DIR"
# Copy plan template if it exists
TEMPLATE="$REPO_ROOT/.specify/templates/plan-template.md"
if [[ -f "$TEMPLATE" ]]; then
cp "$TEMPLATE" "$IMPL_PLAN"
echo "Copied plan template to $IMPL_PLAN"
else
echo "Warning: Plan template not found at $TEMPLATE"
# Create a basic plan file if template doesn't exist
touch "$IMPL_PLAN"
fi
# Output results
if $JSON_MODE; then
printf '{"FEATURE_SPEC":"%s","IMPL_PLAN":"%s","SPECS_DIR":"%s","BRANCH":"%s","HAS_GIT":"%s"}\n' \
"$FEATURE_SPEC" "$IMPL_PLAN" "$FEATURE_DIR" "$CURRENT_BRANCH" "$HAS_GIT"
else
echo "FEATURE_SPEC: $FEATURE_SPEC"
echo "IMPL_PLAN: $IMPL_PLAN"
echo "SPECS_DIR: $FEATURE_DIR"
echo "BRANCH: $CURRENT_BRANCH"
echo "HAS_GIT: $HAS_GIT"
fi

772
.specify/scripts/bash/update-agent-context.sh Executable file
View File

@@ -0,0 +1,772 @@
#!/usr/bin/env bash
# Update agent context files with information from plan.md
#
# This script maintains AI agent context files by parsing feature specifications
# and updating agent-specific configuration files with project information.
#
# MAIN FUNCTIONS:
# 1. Environment Validation
# - Verifies git repository structure and branch information
# - Checks for required plan.md files and templates
# - Validates file permissions and accessibility
#
# 2. Plan Data Extraction
# - Parses plan.md files to extract project metadata
# - Identifies language/version, frameworks, databases, and project types
# - Handles missing or incomplete specification data gracefully
#
# 3. Agent File Management
# - Creates new agent context files from templates when needed
# - Updates existing agent files with new project information
# - Preserves manual additions and custom configurations
# - Supports multiple AI agent formats and directory structures
#
# 4. Content Generation
# - Generates language-specific build/test commands
# - Creates appropriate project directory structures
# - Updates technology stacks and recent changes sections
# - Maintains consistent formatting and timestamps
#
# 5. Multi-Agent Support
# - Handles agent-specific file paths and naming conventions
# - Supports: Claude, Gemini, Copilot, Cursor, Qwen, opencode, Codex, Windsurf, Kilo Code, Auggie CLI, Roo Code, CodeBuddy CLI, Amp, or Amazon Q Developer CLI
# - Can update single agents or all existing agent files
# - Creates default Claude file if no agent files exist
#
# Usage: ./update-agent-context.sh [agent_type]
# Agent types: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|q
# Leave empty to update all existing agent files
set -e
# Enable strict error handling
set -u
set -o pipefail
#==============================================================================
# Configuration and Global Variables
#==============================================================================
# Get script directory and load common functions
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
source "$SCRIPT_DIR/common.sh"
# Get all paths and variables from common functions
eval $(get_feature_paths)
NEW_PLAN="$IMPL_PLAN" # Alias for compatibility with existing code
AGENT_TYPE="${1:-}"
# Agent-specific file paths
CLAUDE_FILE="$REPO_ROOT/CLAUDE.md"
GEMINI_FILE="$REPO_ROOT/GEMINI.md"
COPILOT_FILE="$REPO_ROOT/.github/copilot-instructions.md"
CURSOR_FILE="$REPO_ROOT/.cursor/rules/specify-rules.mdc"
QWEN_FILE="$REPO_ROOT/QWEN.md"
AGENTS_FILE="$REPO_ROOT/AGENTS.md"
WINDSURF_FILE="$REPO_ROOT/.windsurf/rules/specify-rules.md"
KILOCODE_FILE="$REPO_ROOT/.kilocode/rules/specify-rules.md"
AUGGIE_FILE="$REPO_ROOT/.augment/rules/specify-rules.md"
ROO_FILE="$REPO_ROOT/.roo/rules/specify-rules.md"
CODEBUDDY_FILE="$REPO_ROOT/CODEBUDDY.md"
AMP_FILE="$REPO_ROOT/AGENTS.md"
Q_FILE="$REPO_ROOT/AGENTS.md"
# Template file
TEMPLATE_FILE="$REPO_ROOT/.specify/templates/agent-file-template.md"
# Global variables for parsed plan data
NEW_LANG=""
NEW_FRAMEWORK=""
NEW_DB=""
NEW_PROJECT_TYPE=""
#==============================================================================
# Utility Functions
#==============================================================================
log_info() {
echo "INFO: $1"
}
log_success() {
echo "✓ $1"
}
log_error() {
echo "ERROR: $1" >&2
}
log_warning() {
echo "WARNING: $1" >&2
}
# Cleanup function for temporary files
cleanup() {
local exit_code=$?
rm -f /tmp/agent_update_*_$$
rm -f /tmp/manual_additions_$$
exit $exit_code
}
# Set up cleanup trap
trap cleanup EXIT INT TERM
#==============================================================================
# Validation Functions
#==============================================================================
validate_environment() {
# Check if we have a current branch/feature (git or non-git)
if [[ -z "$CURRENT_BRANCH" ]]; then
log_error "Unable to determine current feature"
if [[ "$HAS_GIT" == "true" ]]; then
log_info "Make sure you're on a feature branch"
else
log_info "Set SPECIFY_FEATURE environment variable or create a feature first"
fi
exit 1
fi
# Check if plan.md exists
if [[ ! -f "$NEW_PLAN" ]]; then
log_error "No plan.md found at $NEW_PLAN"
log_info "Make sure you're working on a feature with a corresponding spec directory"
if [[ "$HAS_GIT" != "true" ]]; then
log_info "Use: export SPECIFY_FEATURE=your-feature-name or create a new feature first"
fi
exit 1
fi
# Check if template exists (needed for new files)
if [[ ! -f "$TEMPLATE_FILE" ]]; then
log_warning "Template file not found at $TEMPLATE_FILE"
log_warning "Creating new agent files will fail"
fi
}
#==============================================================================
# Plan Parsing Functions
#==============================================================================
extract_plan_field() {
local field_pattern="$1"
local plan_file="$2"
grep "^\*\*${field_pattern}\*\*: " "$plan_file" 2>/dev/null | \
head -1 | \
sed "s|^\*\*${field_pattern}\*\*: ||" | \
sed 's/^[ \t]*//;s/[ \t]*$//' | \
grep -v "NEEDS CLARIFICATION" | \
grep -v "^N/A$" || echo ""
}
parse_plan_data() {
local plan_file="$1"
if [[ ! -f "$plan_file" ]]; then
log_error "Plan file not found: $plan_file"
return 1
fi
if [[ ! -r "$plan_file" ]]; then
log_error "Plan file is not readable: $plan_file"
return 1
fi
log_info "Parsing plan data from $plan_file"
NEW_LANG=$(extract_plan_field "Language/Version" "$plan_file")
NEW_FRAMEWORK=$(extract_plan_field "Primary Dependencies" "$plan_file")
NEW_DB=$(extract_plan_field "Storage" "$plan_file")
NEW_PROJECT_TYPE=$(extract_plan_field "Project Type" "$plan_file")
# Log what we found
if [[ -n "$NEW_LANG" ]]; then
log_info "Found language: $NEW_LANG"
else
log_warning "No language information found in plan"
fi
if [[ -n "$NEW_FRAMEWORK" ]]; then
log_info "Found framework: $NEW_FRAMEWORK"
fi
if [[ -n "$NEW_DB" ]] && [[ "$NEW_DB" != "N/A" ]]; then
log_info "Found database: $NEW_DB"
fi
if [[ -n "$NEW_PROJECT_TYPE" ]]; then
log_info "Found project type: $NEW_PROJECT_TYPE"
fi
}
format_technology_stack() {
local lang="$1"
local framework="$2"
local parts=()
# Add non-empty parts
[[ -n "$lang" && "$lang" != "NEEDS CLARIFICATION" ]] && parts+=("$lang")
[[ -n "$framework" && "$framework" != "NEEDS CLARIFICATION" && "$framework" != "N/A" ]] && parts+=("$framework")
# Join with proper formatting
if [[ ${#parts[@]} -eq 0 ]]; then
echo ""
elif [[ ${#parts[@]} -eq 1 ]]; then
echo "${parts[0]}"
else
# Join multiple parts with " + "
local result="${parts[0]}"
for ((i=1; i<${#parts[@]}; i++)); do
result="$result + ${parts[i]}"
done
echo "$result"
fi
}
#==============================================================================
# Template and Content Generation Functions
#==============================================================================
get_project_structure() {
local project_type="$1"
if [[ "$project_type" == *"web"* ]]; then
echo "backend/\\nfrontend/\\ntests/"
else
echo "src/\\ntests/"
fi
}
get_commands_for_language() {
local lang="$1"
case "$lang" in
*"Python"*)
echo "cd src && pytest && ruff check ."
;;
*"Rust"*)
echo "cargo test && cargo clippy"
;;
*"JavaScript"*|*"TypeScript"*)
echo "npm test \\&\\& npm run lint"
;;
*)
echo "# Add commands for $lang"
;;
esac
}
get_language_conventions() {
local lang="$1"
echo "$lang: Follow standard conventions"
}
create_new_agent_file() {
local target_file="$1"
local temp_file="$2"
local project_name="$3"
local current_date="$4"
if [[ ! -f "$TEMPLATE_FILE" ]]; then
log_error "Template not found at $TEMPLATE_FILE"
return 1
fi
if [[ ! -r "$TEMPLATE_FILE" ]]; then
log_error "Template file is not readable: $TEMPLATE_FILE"
return 1
fi
log_info "Creating new agent context file from template..."
if ! cp "$TEMPLATE_FILE" "$temp_file"; then
log_error "Failed to copy template file"
return 1
fi
# Replace template placeholders
local project_structure
project_structure=$(get_project_structure "$NEW_PROJECT_TYPE")
local commands
commands=$(get_commands_for_language "$NEW_LANG")
local language_conventions
language_conventions=$(get_language_conventions "$NEW_LANG")
# Perform substitutions with error checking using safer approach
# Escape special characters for sed by using a different delimiter or escaping
local escaped_lang=$(printf '%s\n' "$NEW_LANG" | sed 's/[\[\.*^$()+{}|]/\\&/g')
local escaped_framework=$(printf '%s\n' "$NEW_FRAMEWORK" | sed 's/[\[\.*^$()+{}|]/\\&/g')
local escaped_branch=$(printf '%s\n' "$CURRENT_BRANCH" | sed 's/[\[\.*^$()+{}|]/\\&/g')
# Build technology stack and recent change strings conditionally
local tech_stack
if [[ -n "$escaped_lang" && -n "$escaped_framework" ]]; then
tech_stack="- $escaped_lang + $escaped_framework ($escaped_branch)"
elif [[ -n "$escaped_lang" ]]; then
tech_stack="- $escaped_lang ($escaped_branch)"
elif [[ -n "$escaped_framework" ]]; then
tech_stack="- $escaped_framework ($escaped_branch)"
else
tech_stack="- ($escaped_branch)"
fi
local recent_change
if [[ -n "$escaped_lang" && -n "$escaped_framework" ]]; then
recent_change="- $escaped_branch: Added $escaped_lang + $escaped_framework"
elif [[ -n "$escaped_lang" ]]; then
recent_change="- $escaped_branch: Added $escaped_lang"
elif [[ -n "$escaped_framework" ]]; then
recent_change="- $escaped_branch: Added $escaped_framework"
else
recent_change="- $escaped_branch: Added"
fi
local substitutions=(
"s|\[PROJECT NAME\]|$project_name|"
"s|\[DATE\]|$current_date|"
"s|\[EXTRACTED FROM ALL PLAN.MD FILES\]|$tech_stack|"
"s|\[ACTUAL STRUCTURE FROM PLANS\]|$project_structure|g"
"s|\[ONLY COMMANDS FOR ACTIVE TECHNOLOGIES\]|$commands|"
"s|\[LANGUAGE-SPECIFIC, ONLY FOR LANGUAGES IN USE\]|$language_conventions|"
"s|\[LAST 3 FEATURES AND WHAT THEY ADDED\]|$recent_change|"
)
for substitution in "${substitutions[@]}"; do
if ! sed -i.bak -e "$substitution" "$temp_file"; then
log_error "Failed to perform substitution: $substitution"
rm -f "$temp_file" "$temp_file.bak"
return 1
fi
done
# Convert \n sequences to actual newlines
newline=$(printf '\n')
sed -i.bak2 "s/\\\\n/${newline}/g" "$temp_file"
# Clean up backup files
rm -f "$temp_file.bak" "$temp_file.bak2"
return 0
}
update_existing_agent_file() {
local target_file="$1"
local current_date="$2"
log_info "Updating existing agent context file..."
# Use a single temporary file for atomic update
local temp_file
temp_file=$(mktemp) || {
log_error "Failed to create temporary file"
return 1
}
# Process the file in one pass
local tech_stack=$(format_technology_stack "$NEW_LANG" "$NEW_FRAMEWORK")
local new_tech_entries=()
local new_change_entry=""
# Prepare new technology entries
if [[ -n "$tech_stack" ]] && ! grep -q "$tech_stack" "$target_file"; then
new_tech_entries+=("- $tech_stack ($CURRENT_BRANCH)")
fi
if [[ -n "$NEW_DB" ]] && [[ "$NEW_DB" != "N/A" ]] && [[ "$NEW_DB" != "NEEDS CLARIFICATION" ]] && ! grep -q "$NEW_DB" "$target_file"; then
new_tech_entries+=("- $NEW_DB ($CURRENT_BRANCH)")
fi
# Prepare new change entry
if [[ -n "$tech_stack" ]]; then
new_change_entry="- $CURRENT_BRANCH: Added $tech_stack"
elif [[ -n "$NEW_DB" ]] && [[ "$NEW_DB" != "N/A" ]] && [[ "$NEW_DB" != "NEEDS CLARIFICATION" ]]; then
new_change_entry="- $CURRENT_BRANCH: Added $NEW_DB"
fi
# Check if sections exist in the file
local has_active_technologies=0
local has_recent_changes=0
if grep -q "^## Active Technologies" "$target_file" 2>/dev/null; then
has_active_technologies=1
fi
if grep -q "^## Recent Changes" "$target_file" 2>/dev/null; then
has_recent_changes=1
fi
# Process file line by line
local in_tech_section=false
local in_changes_section=false
local tech_entries_added=false
local changes_entries_added=false
local existing_changes_count=0
local file_ended=false
while IFS= read -r line || [[ -n "$line" ]]; do
# Handle Active Technologies section
if [[ "$line" == "## Active Technologies" ]]; then
echo "$line" >> "$temp_file"
in_tech_section=true
continue
elif [[ $in_tech_section == true ]] && [[ "$line" =~ ^##[[:space:]] ]]; then
# Add new tech entries before closing the section
if [[ $tech_entries_added == false ]] && [[ ${#new_tech_entries[@]} -gt 0 ]]; then
printf '%s\n' "${new_tech_entries[@]}" >> "$temp_file"
tech_entries_added=true
fi
echo "$line" >> "$temp_file"
in_tech_section=false
continue
elif [[ $in_tech_section == true ]] && [[ -z "$line" ]]; then
# Add new tech entries before empty line in tech section
if [[ $tech_entries_added == false ]] && [[ ${#new_tech_entries[@]} -gt 0 ]]; then
printf '%s\n' "${new_tech_entries[@]}" >> "$temp_file"
tech_entries_added=true
fi
echo "$line" >> "$temp_file"
continue
fi
# Handle Recent Changes section
if [[ "$line" == "## Recent Changes" ]]; then
echo "$line" >> "$temp_file"
# Add new change entry right after the heading
if [[ -n "$new_change_entry" ]]; then
echo "$new_change_entry" >> "$temp_file"
fi
in_changes_section=true
changes_entries_added=true
continue
elif [[ $in_changes_section == true ]] && [[ "$line" =~ ^##[[:space:]] ]]; then
echo "$line" >> "$temp_file"
in_changes_section=false
continue
elif [[ $in_changes_section == true ]] && [[ "$line" == "- "* ]]; then
# Keep only first 2 existing changes
if [[ $existing_changes_count -lt 2 ]]; then
echo "$line" >> "$temp_file"
((existing_changes_count++))
fi
continue
fi
# Update timestamp
if [[ "$line" =~ \*\*Last\ updated\*\*:.*[0-9][0-9][0-9][0-9]-[0-9][0-9]-[0-9][0-9] ]]; then
echo "$line" | sed "s/[0-9][0-9][0-9][0-9]-[0-9][0-9]-[0-9][0-9]/$current_date/" >> "$temp_file"
else
echo "$line" >> "$temp_file"
fi
done < "$target_file"
# Post-loop check: if we're still in the Active Technologies section and haven't added new entries
if [[ $in_tech_section == true ]] && [[ $tech_entries_added == false ]] && [[ ${#new_tech_entries[@]} -gt 0 ]]; then
printf '%s\n' "${new_tech_entries[@]}" >> "$temp_file"
tech_entries_added=true
fi
# If sections don't exist, add them at the end of the file
if [[ $has_active_technologies -eq 0 ]] && [[ ${#new_tech_entries[@]} -gt 0 ]]; then
echo "" >> "$temp_file"
echo "## Active Technologies" >> "$temp_file"
printf '%s\n' "${new_tech_entries[@]}" >> "$temp_file"
tech_entries_added=true
fi
if [[ $has_recent_changes -eq 0 ]] && [[ -n "$new_change_entry" ]]; then
echo "" >> "$temp_file"
echo "## Recent Changes" >> "$temp_file"
echo "$new_change_entry" >> "$temp_file"
changes_entries_added=true
fi
# Move temp file to target atomically
if ! mv "$temp_file" "$target_file"; then
log_error "Failed to update target file"
rm -f "$temp_file"
return 1
fi
return 0
}
#==============================================================================
# Main Agent File Update Function
#==============================================================================
update_agent_file() {
local target_file="$1"
local agent_name="$2"
if [[ -z "$target_file" ]] || [[ -z "$agent_name" ]]; then
log_error "update_agent_file requires target_file and agent_name parameters"
return 1
fi
log_info "Updating $agent_name context file: $target_file"
local project_name
project_name=$(basename "$REPO_ROOT")
local current_date
current_date=$(date +%Y-%m-%d)
# Create directory if it doesn't exist
local target_dir
target_dir=$(dirname "$target_file")
if [[ ! -d "$target_dir" ]]; then
if ! mkdir -p "$target_dir"; then
log_error "Failed to create directory: $target_dir"
return 1
fi
fi
if [[ ! -f "$target_file" ]]; then
# Create new file from template
local temp_file
temp_file=$(mktemp) || {
log_error "Failed to create temporary file"
return 1
}
if create_new_agent_file "$target_file" "$temp_file" "$project_name" "$current_date"; then
if mv "$temp_file" "$target_file"; then
log_success "Created new $agent_name context file"
else
log_error "Failed to move temporary file to $target_file"
rm -f "$temp_file"
return 1
fi
else
log_error "Failed to create new agent file"
rm -f "$temp_file"
return 1
fi
else
# Update existing file
if [[ ! -r "$target_file" ]]; then
log_error "Cannot read existing file: $target_file"
return 1
fi
if [[ ! -w "$target_file" ]]; then
log_error "Cannot write to existing file: $target_file"
return 1
fi
if update_existing_agent_file "$target_file" "$current_date"; then
log_success "Updated existing $agent_name context file"
else
log_error "Failed to update existing agent file"
return 1
fi
fi
return 0
}
#==============================================================================
# Agent Selection and Processing
#==============================================================================
update_specific_agent() {
local agent_type="$1"
case "$agent_type" in
claude)
update_agent_file "$CLAUDE_FILE" "Claude Code"
;;
gemini)
update_agent_file "$GEMINI_FILE" "Gemini CLI"
;;
copilot)
update_agent_file "$COPILOT_FILE" "GitHub Copilot"
;;
cursor-agent)
update_agent_file "$CURSOR_FILE" "Cursor IDE"
;;
qwen)
update_agent_file "$QWEN_FILE" "Qwen Code"
;;
opencode)
update_agent_file "$AGENTS_FILE" "opencode"
;;
codex)
update_agent_file "$AGENTS_FILE" "Codex CLI"
;;
windsurf)
update_agent_file "$WINDSURF_FILE" "Windsurf"
;;
kilocode)
update_agent_file "$KILOCODE_FILE" "Kilo Code"
;;
auggie)
update_agent_file "$AUGGIE_FILE" "Auggie CLI"
;;
roo)
update_agent_file "$ROO_FILE" "Roo Code"
;;
codebuddy)
update_agent_file "$CODEBUDDY_FILE" "CodeBuddy CLI"
;;
amp)
update_agent_file "$AMP_FILE" "Amp"
;;
q)
update_agent_file "$Q_FILE" "Amazon Q Developer CLI"
;;
*)
log_error "Unknown agent type '$agent_type'"
log_error "Expected: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|amp|q"
exit 1
;;
esac
}
update_all_existing_agents() {
local found_agent=false
# Check each possible agent file and update if it exists
if [[ -f "$CLAUDE_FILE" ]]; then
update_agent_file "$CLAUDE_FILE" "Claude Code"
found_agent=true
fi
if [[ -f "$GEMINI_FILE" ]]; then
update_agent_file "$GEMINI_FILE" "Gemini CLI"
found_agent=true
fi
if [[ -f "$COPILOT_FILE" ]]; then
update_agent_file "$COPILOT_FILE" "GitHub Copilot"
found_agent=true
fi
if [[ -f "$CURSOR_FILE" ]]; then
update_agent_file "$CURSOR_FILE" "Cursor IDE"
found_agent=true
fi
if [[ -f "$QWEN_FILE" ]]; then
update_agent_file "$QWEN_FILE" "Qwen Code"
found_agent=true
fi
if [[ -f "$AGENTS_FILE" ]]; then
update_agent_file "$AGENTS_FILE" "Codex/opencode"
found_agent=true
fi
if [[ -f "$WINDSURF_FILE" ]]; then
update_agent_file "$WINDSURF_FILE" "Windsurf"
found_agent=true
fi
if [[ -f "$KILOCODE_FILE" ]]; then
update_agent_file "$KILOCODE_FILE" "Kilo Code"
found_agent=true
fi
if [[ -f "$AUGGIE_FILE" ]]; then
update_agent_file "$AUGGIE_FILE" "Auggie CLI"
found_agent=true
fi
if [[ -f "$ROO_FILE" ]]; then
update_agent_file "$ROO_FILE" "Roo Code"
found_agent=true
fi
if [[ -f "$CODEBUDDY_FILE" ]]; then
update_agent_file "$CODEBUDDY_FILE" "CodeBuddy CLI"
found_agent=true
fi
if [[ -f "$Q_FILE" ]]; then
update_agent_file "$Q_FILE" "Amazon Q Developer CLI"
found_agent=true
fi
# If no agent files exist, create a default Claude file
if [[ "$found_agent" == false ]]; then
log_info "No existing agent files found, creating default Claude file..."
update_agent_file "$CLAUDE_FILE" "Claude Code"
fi
}
print_summary() {
echo
log_info "Summary of changes:"
if [[ -n "$NEW_LANG" ]]; then
echo " - Added language: $NEW_LANG"
fi
if [[ -n "$NEW_FRAMEWORK" ]]; then
echo " - Added framework: $NEW_FRAMEWORK"
fi
if [[ -n "$NEW_DB" ]] && [[ "$NEW_DB" != "N/A" ]]; then
echo " - Added database: $NEW_DB"
fi
echo
log_info "Usage: $0 [claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|codebuddy|q]"
}
#==============================================================================
# Main Execution
#==============================================================================
main() {
# Validate environment before proceeding
validate_environment
log_info "=== Updating agent context files for feature $CURRENT_BRANCH ==="
# Parse the plan file to extract project information
if ! parse_plan_data "$NEW_PLAN"; then
log_error "Failed to parse plan data"
exit 1
fi
# Process based on agent type argument
local success=true
if [[ -z "$AGENT_TYPE" ]]; then
# No specific agent provided - update all existing agent files
log_info "No agent specified, updating all existing agent files..."
if ! update_all_existing_agents; then
success=false
fi
else
# Specific agent provided - update only that agent
log_info "Updating specific agent: $AGENT_TYPE"
if ! update_specific_agent "$AGENT_TYPE"; then
success=false
fi
fi
# Print summary
print_summary
if [[ "$success" == true ]]; then
log_success "Agent context update completed successfully"
exit 0
else
log_error "Agent context update completed with errors"
exit 1
fi
}
# Execute main function if script is run directly
if [[ "${BASH_SOURCE[0]}" == "${0}" ]]; then
main "$@"
fi

28
.specify/templates/agent-file-template.md Normal file
View File

@@ -0,0 +1,28 @@
# BAML Code Generation Skill Development Guidelines
Auto-generated from all feature plans. Last updated: [DATE]
## Active Technologies
[EXTRACTED FROM ALL PLAN.MD FILES]
## Project Structure
```text
[ACTUAL STRUCTURE FROM PLANS]
```
## Commands
[ONLY COMMANDS FOR ACTIVE TECHNOLOGIES]
## Code Style
[LANGUAGE-SPECIFIC, ONLY FOR LANGUAGES IN USE]
## Recent Changes
[LAST 3 FEATURES AND WHAT THEY ADDED]
<!-- MANUAL ADDITIONS START -->
<!-- MANUAL ADDITIONS END -->

40
.specify/templates/checklist-template.md Normal file
View File

@@ -0,0 +1,40 @@
# [CHECKLIST TYPE] Checklist: [FEATURE NAME]
**Purpose**: [Brief description of what this checklist covers]
**Created**: [DATE]
**Feature**: [Link to spec.md or relevant documentation]
**Note**: This checklist is generated by the `/speckit.checklist` command based on feature context and requirements.
<!--
============================================================================
IMPORTANT: The checklist items below are SAMPLE ITEMS for illustration only.
The /speckit.checklist command MUST replace these with actual items based on:
- User's specific checklist request
- Feature requirements from spec.md
- Technical context from plan.md
- Implementation details from tasks.md
DO NOT keep these sample items in the generated checklist file.
============================================================================
-->
## [Category 1]
- [ ] CHK001 First checklist item with clear action
- [ ] CHK002 Second checklist item
- [ ] CHK003 Third checklist item
## [Category 2]
- [ ] CHK004 Another category item
- [ ] CHK005 Item with specific criteria
- [ ] CHK006 Final item in this category
## Notes
- Check items off as completed: `[x]`
- Add comments or findings inline
- Link to relevant resources or documentation
- Items are numbered sequentially for easy reference

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# Implementation Plan: [FEATURE]
**Branch**: `[###-feature-name]` | **Date**: [DATE] | **Spec**: [link]
**Input**: Feature specification from `/specs/[###-feature-name]/spec.md`
**Note**: This template is filled in by the `/speckit.plan` command. See `.specify/templates/commands/plan.md` for the execution workflow.
## Summary
[Extract from feature spec: primary requirement + technical approach from research]
## Technical Context
<!--
ACTION REQUIRED: Replace the content in this section with the technical details
for the project. The structure here is presented in advisory capacity to guide
the iteration process.
-->
**Language/Version**: [e.g., Python 3.11, TypeScript 5.0, Ruby 3.2 or NEEDS CLARIFICATION]
**BAML Version**: [e.g., baml-py 0.62.0, @boundaryml/baml 0.62.0 or NEEDS CLARIFICATION]
**MCP Servers**: baml_Docs (REQUIRED), baml_Examples (REQUIRED)
**Primary Dependencies**: [e.g., FastAPI, Express, Rails or NEEDS CLARIFICATION]
**Storage**: [if applicable, e.g., PostgreSQL, Redis, S3 or N/A]
**Testing**: [e.g., pytest, jest, rspec or NEEDS CLARIFICATION]
**Target Platform**: [e.g., Linux server, Docker, Serverless or NEEDS CLARIFICATION]
**Project Type**: [single/web/mobile - determines source structure]
**Performance Goals**: [domain-specific, e.g., <100ms latency, 55% token reduction or NEEDS CLARIFICATION]
**Constraints**: [domain-specific, e.g., <$0.01/request, <1000 tokens/prompt or NEEDS CLARIFICATION]
**Scale/Scope**: [domain-specific, e.g., 10k requests/day, 50 BAML functions or NEEDS CLARIFICATION]
## Constitution Check
*GATE: Must pass before Phase 0 research. Re-check after Phase 1 design.*
- [ ] **Live Repository Learning**: Are patterns derived from actual BAML repository examples?
- [ ] **Pattern-Based Generation**: Does solution adapt real production patterns?
- [ ] **Autonomous Excellence**: Will generated code exceed manual development quality?
- [ ] **Full Stack Coverage**: Are all components included (types to deployment)?
- [ ] **Self-Updating**: Can solution adapt to latest BAML features via MCP?
## Project Structure
### Documentation (this feature)
```text
specs/[###-feature]/
├── plan.md # This file (/speckit.plan command output)
├── research.md # Phase 0 output (/speckit.plan command)
├── data-model.md # Phase 1 output (/speckit.plan command)
├── quickstart.md # Phase 1 output (/speckit.plan command)
├── contracts/ # Phase 1 output (/speckit.plan command)
└── tasks.md # Phase 2 output (/speckit.tasks command - NOT created by /speckit.plan)
```
### Source Code (repository root)
<!--
ACTION REQUIRED: Replace the placeholder tree below with the concrete layout
for this feature. Delete unused options and expand the chosen structure with
real paths (e.g., apps/admin, packages/something). The delivered plan must
not include Option labels.
-->
```text
# [REMOVE IF UNUSED] Option 1: Single project (DEFAULT)
src/
├── models/
├── services/
├── cli/
└── lib/
tests/
├── contract/
├── integration/
└── unit/
# [REMOVE IF UNUSED] Option 2: Web application (when "frontend" + "backend" detected)
backend/
├── src/
│ ├── models/
│ ├── services/
│ └── api/
└── tests/
frontend/
├── src/
│ ├── components/
│ ├── pages/
│ └── services/
└── tests/
# [REMOVE IF UNUSED] Option 3: Mobile + API (when "iOS/Android" detected)
api/
└── [same as backend above]
ios/ or android/
└── [platform-specific structure: feature modules, UI flows, platform tests]
```
**Structure Decision**: [Document the selected structure and reference the real
directories captured above]
## Complexity Tracking
> **Fill ONLY if Constitution Check has violations that must be justified**
| Violation | Why Needed | Simpler Alternative Rejected Because |
|-----------|------------|-------------------------------------|
| [e.g., 4th project] | [current need] | [why 3 projects insufficient] |
| [e.g., Repository pattern] | [specific problem] | [why direct DB access insufficient] |

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# Feature Specification: [FEATURE NAME]
**Feature Branch**: `[###-feature-name]`
**Created**: [DATE]
**Status**: Draft
**Input**: User description: "$ARGUMENTS"
## User Scenarios & Testing *(mandatory)*
<!--
IMPORTANT: User stories should be PRIORITIZED as user journeys ordered by importance.
Each user story/journey must be INDEPENDENTLY TESTABLE - meaning if you implement just ONE of them,
you should still have a viable MVP (Minimum Viable Product) that delivers value.
Assign priorities (P1, P2, P3, etc.) to each story, where P1 is the most critical.
Think of each story as a standalone slice of functionality that can be:
- Developed independently
- Tested independently
- Deployed independently
- Demonstrated to users independently
-->
### User Story 1 - [Brief Title] (Priority: P1)
[Describe this user journey in plain language]
**Why this priority**: [Explain the value and why it has this priority level]
**Independent Test**: [Describe how this can be tested independently - e.g., "Can be fully tested by [specific action] and delivers [specific value]"]
**Acceptance Scenarios**:
1. **Given** [initial state], **When** [action], **Then** [expected outcome]
2. **Given** [initial state], **When** [action], **Then** [expected outcome]
---
### User Story 2 - [Brief Title] (Priority: P2)
[Describe this user journey in plain language]
**Why this priority**: [Explain the value and why it has this priority level]
**Independent Test**: [Describe how this can be tested independently]
**Acceptance Scenarios**:
1. **Given** [initial state], **When** [action], **Then** [expected outcome]
---
### User Story 3 - [Brief Title] (Priority: P3)
[Describe this user journey in plain language]
**Why this priority**: [Explain the value and why it has this priority level]
**Independent Test**: [Describe how this can be tested independently]
**Acceptance Scenarios**:
1. **Given** [initial state], **When** [action], **Then** [expected outcome]
---
[Add more user stories as needed, each with an assigned priority]
### Edge Cases
<!--
ACTION REQUIRED: The content in this section represents placeholders.
Fill them out with the right edge cases.
-->
- What happens when [boundary condition]?
- How does system handle [error scenario]?
## Requirements *(mandatory)*
<!--
ACTION REQUIRED: The content in this section represents placeholders.
Fill them out with the right functional requirements.
-->
### Functional Requirements
- **FR-001**: System MUST [specific BAML capability from repository examples]
- **FR-002**: System MUST [pattern-based requirement matching production code]
- **FR-003**: Generated code MUST [quality requirement, e.g., "match repository example standards"]
- **FR-004**: System MUST [MCP integration requirement, e.g., "query repositories for patterns"]
- **FR-005**: System MUST [deployment requirement, e.g., "include production-ready configurations"]
*Example of marking unclear requirements:*
- **FR-006**: System MUST authenticate users via [NEEDS CLARIFICATION: auth method not specified - email/password, SSO, OAuth?]
- **FR-007**: System MUST retain user data for [NEEDS CLARIFICATION: retention period not specified]
### Key Entities *(include if feature involves data)*
- **[Entity 1]**: [What it represents, key attributes without implementation]
- **[Entity 2]**: [What it represents, relationships to other entities]
## Success Criteria *(mandatory)*
<!--
ACTION REQUIRED: Define measurable success criteria.
These must be technology-agnostic and measurable.
-->
### Measurable Outcomes
- **SC-001**: [Measurable metric, e.g., "Users can complete account creation in under 2 minutes"]
- **SC-002**: [Measurable metric, e.g., "System handles 1000 concurrent users without degradation"]
- **SC-003**: [User satisfaction metric, e.g., "90% of users successfully complete primary task on first attempt"]
- **SC-004**: [Business metric, e.g., "Reduce support tickets related to [X] by 50%"]

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---
description: "Task list template for feature implementation"
---
# Tasks: [FEATURE NAME]
**Input**: Design documents from `/specs/[###-feature-name]/`
**Prerequisites**: plan.md (required), spec.md (required for user stories), research.md, data-model.md, contracts/
**Tests**: The examples below include test tasks. Tests are OPTIONAL - only include them if explicitly requested in the feature specification.
**Organization**: Tasks are grouped by user story to enable independent implementation and testing of each story.
## Format: `[ID] [P?] [Story] Description`
- **[P]**: Can run in parallel (different files, no dependencies)
- **[Story]**: Which user story this task belongs to (e.g., US1, US2, US3)
- Include exact file paths in descriptions
## Path Conventions
- **Single project**: `src/`, `tests/` at repository root
- **Web app**: `backend/src/`, `frontend/src/`
- **Mobile**: `api/src/`, `ios/src/` or `android/src/`
- Paths shown below assume single project - adjust based on plan.md structure
<!--
============================================================================
IMPORTANT: The tasks below are SAMPLE TASKS for illustration purposes only.
The /speckit.tasks command MUST replace these with actual tasks based on:
- User stories from spec.md (with their priorities P1, P2, P3...)
- Feature requirements from plan.md
- Entities from data-model.md
- Endpoints from contracts/
Tasks MUST be organized by user story so each story can be:
- Implemented independently
- Tested independently
- Delivered as an MVP increment
DO NOT keep these sample tasks in the generated tasks.md file.
============================================================================
-->
## Phase 1: Setup (Shared Infrastructure)
**Purpose**: Project initialization and basic structure
- [ ] T001 Create project structure per implementation plan
- [ ] T002 Initialize [language] project with [framework] dependencies
- [ ] T003 [P] Configure linting and formatting tools
---
## Phase 2: Foundational (Blocking Prerequisites)
**Purpose**: Core infrastructure that MUST be complete before ANY user story can be implemented
**⚠️ CRITICAL**: No user story work can begin until this phase is complete
Examples of foundational tasks (adjust based on your project):
- [ ] T004 Setup database schema and migrations framework
- [ ] T005 [P] Implement authentication/authorization framework
- [ ] T006 [P] Setup API routing and middleware structure
- [ ] T007 Create base models/entities that all stories depend on
- [ ] T008 Configure error handling and logging infrastructure
- [ ] T009 Setup environment configuration management
**Checkpoint**: Foundation ready - user story implementation can now begin in parallel
---
## Phase 3: User Story 1 - [Title] (Priority: P1) 🎯 MVP
**Goal**: [Brief description of what this story delivers]
**Independent Test**: [How to verify this story works on its own]
### Tests for User Story 1 (OPTIONAL - only if tests requested) ⚠️
> **NOTE: Write these tests FIRST, ensure they FAIL before implementation**
- [ ] T010 [P] [US1] Contract test for [endpoint] in tests/contract/test_[name].py
- [ ] T011 [P] [US1] Integration test for [user journey] in tests/integration/test_[name].py
### Implementation for User Story 1
- [ ] T012 [P] [US1] Create [Entity1] model in src/models/[entity1].py
- [ ] T013 [P] [US1] Create [Entity2] model in src/models/[entity2].py
- [ ] T014 [US1] Implement [Service] in src/services/[service].py (depends on T012, T013)
- [ ] T015 [US1] Implement [endpoint/feature] in src/[location]/[file].py
- [ ] T016 [US1] Add validation and error handling
- [ ] T017 [US1] Add logging for user story 1 operations
**Checkpoint**: At this point, User Story 1 should be fully functional and testable independently
---
## Phase 4: User Story 2 - [Title] (Priority: P2)
**Goal**: [Brief description of what this story delivers]
**Independent Test**: [How to verify this story works on its own]
### Tests for User Story 2 (OPTIONAL - only if tests requested) ⚠️
- [ ] T018 [P] [US2] Contract test for [endpoint] in tests/contract/test_[name].py
- [ ] T019 [P] [US2] Integration test for [user journey] in tests/integration/test_[name].py
### Implementation for User Story 2
- [ ] T020 [P] [US2] Create [Entity] model in src/models/[entity].py
- [ ] T021 [US2] Implement [Service] in src/services/[service].py
- [ ] T022 [US2] Implement [endpoint/feature] in src/[location]/[file].py
- [ ] T023 [US2] Integrate with User Story 1 components (if needed)
**Checkpoint**: At this point, User Stories 1 AND 2 should both work independently
---
## Phase 5: User Story 3 - [Title] (Priority: P3)
**Goal**: [Brief description of what this story delivers]
**Independent Test**: [How to verify this story works on its own]
### Tests for User Story 3 (OPTIONAL - only if tests requested) ⚠️
- [ ] T024 [P] [US3] Contract test for [endpoint] in tests/contract/test_[name].py
- [ ] T025 [P] [US3] Integration test for [user journey] in tests/integration/test_[name].py
### Implementation for User Story 3
- [ ] T026 [P] [US3] Create [Entity] model in src/models/[entity].py
- [ ] T027 [US3] Implement [Service] in src/services/[service].py
- [ ] T028 [US3] Implement [endpoint/feature] in src/[location]/[file].py
**Checkpoint**: All user stories should now be independently functional
---
[Add more user story phases as needed, following the same pattern]
---
## Phase N: Polish & Cross-Cutting Concerns
**Purpose**: Improvements that affect multiple user stories
- [ ] TXXX [P] Documentation updates in docs/
- [ ] TXXX Code cleanup and refactoring
- [ ] TXXX Performance optimization across all stories
- [ ] TXXX [P] Additional unit tests (if requested) in tests/unit/
- [ ] TXXX Security hardening
- [ ] TXXX Run quickstart.md validation
---
## Dependencies & Execution Order
### Phase Dependencies
- **Setup (Phase 1)**: No dependencies - can start immediately
- **Foundational (Phase 2)**: Depends on Setup completion - BLOCKS all user stories
- **User Stories (Phase 3+)**: All depend on Foundational phase completion
- User stories can then proceed in parallel (if staffed)
- Or sequentially in priority order (P1 → P2 → P3)
- **Polish (Final Phase)**: Depends on all desired user stories being complete
### User Story Dependencies
- **User Story 1 (P1)**: Can start after Foundational (Phase 2) - No dependencies on other stories
- **User Story 2 (P2)**: Can start after Foundational (Phase 2) - May integrate with US1 but should be independently testable
- **User Story 3 (P3)**: Can start after Foundational (Phase 2) - May integrate with US1/US2 but should be independently testable
### Within Each User Story
- Tests (if included) MUST be written and FAIL before implementation
- Models before services
- Services before endpoints
- Core implementation before integration
- Story complete before moving to next priority
### Parallel Opportunities
- All Setup tasks marked [P] can run in parallel
- All Foundational tasks marked [P] can run in parallel (within Phase 2)
- Once Foundational phase completes, all user stories can start in parallel (if team capacity allows)
- All tests for a user story marked [P] can run in parallel
- Models within a story marked [P] can run in parallel
- Different user stories can be worked on in parallel by different team members
---
## Parallel Example: User Story 1
```bash
# Launch all tests for User Story 1 together (if tests requested):
Task: "Contract test for [endpoint] in tests/contract/test_[name].py"
Task: "Integration test for [user journey] in tests/integration/test_[name].py"
# Launch all models for User Story 1 together:
Task: "Create [Entity1] model in src/models/[entity1].py"
Task: "Create [Entity2] model in src/models/[entity2].py"
```
---
## Implementation Strategy
### MVP First (User Story 1 Only)
1. Complete Phase 1: Setup
2. Complete Phase 2: Foundational (CRITICAL - blocks all stories)
3. Complete Phase 3: User Story 1
4. **STOP and VALIDATE**: Test User Story 1 independently
5. Deploy/demo if ready
### Incremental Delivery
1. Complete Setup + Foundational → Foundation ready
2. Add User Story 1 → Test independently → Deploy/Demo (MVP!)
3. Add User Story 2 → Test independently → Deploy/Demo
4. Add User Story 3 → Test independently → Deploy/Demo
5. Each story adds value without breaking previous stories
### Parallel Team Strategy
With multiple developers:
1. Team completes Setup + Foundational together
2. Once Foundational is done:
- Developer A: User Story 1
- Developer B: User Story 2
- Developer C: User Story 3
3. Stories complete and integrate independently
---
## Notes
- [P] tasks = different files, no dependencies
- [Story] label maps task to specific user story for traceability
- Each user story should be independently completable and testable
- Verify tests fail before implementing
- Commit after each task or logical group
- Stop at any checkpoint to validate story independently
- Avoid: vague tasks, same file conflicts, cross-story dependencies that break independence