implementation
Use when implementing features from feature-list.json, writing code following project patterns, or using MCP tools efficiently. Load in IMPLEMENT state. Covers coding patterns, test writing, health checks, and token-efficient MCP usage (defer_loading for 85% savings).
Packaged view
This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.
Install command
npx @skill-hub/cli install ingpoc-skills-implementation
Repository
Skill path: implementation
Use when implementing features from feature-list.json, writing code following project patterns, or using MCP tools efficiently. Load in IMPLEMENT state. Covers coding patterns, test writing, health checks, and token-efficient MCP usage (defer_loading for 85% savings).
Open repositoryBest for
Primary workflow: Write Technical Docs.
Technical facets: Full Stack, Tech Writer, Testing, Integration.
Target audience: everyone.
License: Unknown.
Original source
Catalog source: SkillHub Club.
Repository owner: ingpoc.
This is still a mirrored public skill entry. Review the repository before installing into production workflows.
What it helps with
- Install implementation into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
- Review https://github.com/ingpoc/SKILLS before adding implementation to shared team environments
- Use implementation for development workflows
Works across
Favorites: 0.
Sub-skills: 0.
Aggregator: No.
Original source / Raw SKILL.md
---
name: implementation
description: "Use when implementing features from feature-list.json, writing code following project patterns, or using MCP tools efficiently. Load in IMPLEMENT state. Covers coding patterns, test writing, health checks, and token-efficient MCP usage (defer_loading for 85% savings)."
keywords: implement, code, develop, mcp, patterns, health-check
---
# Implementation
Feature development for IMPLEMENT state.
## Instructions
1. Get current feature: `scripts/get-current-feature.sh`
2. Query context graph for similar work
3. Implement following project patterns (see references/)
4. Write tests alongside code
5. Run health check: `scripts/health-check.sh`
6. **Git commit**: `scripts/feature-commit.sh <feature-id>`
7. Mark complete: `scripts/mark-feature-complete.sh`
## Exit Criteria (Code Verified)
```bash
# All must pass
scripts/health-check.sh && echo "Health OK"
[ -f "tests/test_*.py" ] || [ -f "*.test.ts" ]
[ -z "$(git status --porcelain)" ] && echo "Changes committed"
jq '.features[] | select(.id=="'$FEATURE_ID'") | .status == "implemented"' .claude/progress/feature-list.json
```
## Scripts
| Script | Purpose |
|--------|---------|
| `scripts/feature-commit.sh` | Commit with feature ID message |
| `scripts/session-commit.sh` | Checkpoint commit at session end |
## References
| File | Load When |
|------|-----------|
| references/coding-patterns.md | Writing implementation code |
| references/mcp-usage.md | Using MCP tools efficiently |
| references/health-checks.md | Verifying implementation |
| references/async-parallel-operations.md | Running independent operations in parallel |
---
## Referenced Files
> The following files are referenced in this skill and included for context.
### scripts/health-check.sh
```bash
#!/bin/bash
# Run health check for dev server
# Exit: 0 = healthy, 1 = unhealthy
# Config: .claude/config/project.json → health_check, dev_server_port
# ─────────────────────────────────────────────────────────────────
# Config helper (self-contained)
# ─────────────────────────────────────────────────────────────────
CONFIG="$PWD/.claude/config/project.json"
get_config() { jq -r ".$1 // empty" "$CONFIG" 2>/dev/null || echo "$2"; }
# ─────────────────────────────────────────────────────────────────
# Get health check command from config
# ─────────────────────────────────────────────────────────────────
PORT=$(get_config "dev_server_port" "3000")
HEALTH_CMD=$(get_config "health_check" "")
if [ -z "$HEALTH_CMD" ]; then
# Default: try /health then /
HEALTH_CMD="curl -sf http://localhost:$PORT/health || curl -sf http://localhost:$PORT/"
fi
# ─────────────────────────────────────────────────────────────────
# Run health check
# ─────────────────────────────────────────────────────────────────
echo "=== Health Check ==="
echo "Command: $HEALTH_CMD"
if eval "$HEALTH_CMD" > /dev/null 2>&1; then
echo "✓ Server healthy on port $PORT"
exit 0
else
echo "✗ Server not responding on port $PORT"
exit 1
fi
```
### scripts/get-current-feature.sh
```bash
#!/bin/bash
# Get current feature from state or find next pending
# Output: JSON with feature details
STATE_FILE=".claude/progress/state.json"
FEATURE_FILE=".claude/progress/feature-list.json"
# Check if we have a current feature in state
if [ -f "$STATE_FILE" ]; then
FEATURE_ID=$(jq -r '.feature_id // empty' "$STATE_FILE")
if [ -n "$FEATURE_ID" ] && [ "$FEATURE_ID" != "null" ]; then
jq '.features[] | select(.id == "'$FEATURE_ID'")' "$FEATURE_FILE"
exit 0
fi
fi
# Otherwise get first pending feature
if [ -f "$FEATURE_FILE" ]; then
jq '.features[] | select(.status == "pending") | first' "$FEATURE_FILE"
else
echo '{"error": "No feature-list.json found"}'
exit 1
fi
```
### scripts/feature-commit.sh
```bash
#!/bin/bash
# Auto-commit with feature ID message
# Usage: ./feature-commit.sh <feature-id> [message]
# Example: ./feature-commit.sh feat-001 "Implement user login"
set -e
FEATURE_ID="${1:-}"
MESSAGE="${2:-}"
if [ -z "$FEATURE_ID" ]; then
echo "Usage: ./feature-commit.sh <feature-id> [message]"
echo "Example: ./feature-commit.sh feat-001 'Implement user login'"
exit 1
fi
# Check if in git repo
if [ ! -d ".git" ]; then
echo "ERROR: Not a git repository"
exit 1
fi
# Check for uncommitted changes
if [ -z "$(git status --porcelain)" ]; then
echo "No changes to commit"
exit 0
fi
# Get feature details from feature-list.json if no message provided
if [ -z "$MESSAGE" ]; then
if [ -f ".claude/progress/feature-list.json" ]; then
FEATURE_NAME=$(jq -r --arg id "$FEATURE_ID" '.features[] | select(.id == $id) | .name // .description // "Feature implementation"' .claude/progress/feature-list.json 2>/dev/null)
if [ -n "$FEATURE_NAME" ] && [ "$FEATURE_NAME" != "null" ]; then
MESSAGE="$FEATURE_NAME"
else
MESSAGE="Implement $FEATURE_ID"
fi
else
MESSAGE="Implement $FEATURE_ID"
fi
fi
# Stage all changes
git add -A
# Create commit with standardized format
COMMIT_MSG="[$FEATURE_ID] $MESSAGE"
git commit -m "$COMMIT_MSG"
# Output commit hash for tracking
COMMIT_HASH=$(git rev-parse --short HEAD)
echo ""
echo "Committed: $COMMIT_HASH - $COMMIT_MSG"
# Update feature-list.json with commit hash
if [ -f ".claude/progress/feature-list.json" ]; then
jq --arg id "$FEATURE_ID" --arg hash "$COMMIT_HASH" \
'(.features[] | select(.id == $id)) += {"last_commit": $hash}' \
.claude/progress/feature-list.json > /tmp/feature-list.tmp && \
mv /tmp/feature-list.tmp .claude/progress/feature-list.json
echo "Updated feature-list.json with commit hash"
fi
# Output JSON for programmatic use
cat << EOF
{
"feature_id": "$FEATURE_ID",
"commit_hash": "$COMMIT_HASH",
"message": "$COMMIT_MSG"
}
EOF
```
### scripts/mark-feature-complete.sh
```bash
#!/bin/bash
# Mark current feature as implemented
# Usage: mark-feature-complete.sh [FEATURE_ID]
FEATURE_ID=${1:-$(jq -r '.feature_id' .claude/progress/state.json)}
FEATURE_FILE=".claude/progress/feature-list.json"
if [ -z "$FEATURE_ID" ] || [ "$FEATURE_ID" = "null" ]; then
echo "ERROR: No feature ID specified"
exit 1
fi
if [ ! -f "$FEATURE_FILE" ]; then
echo "ERROR: feature-list.json not found"
exit 1
fi
# Update feature status
jq '(.features[] | select(.id == "'$FEATURE_ID'")).status = "implemented"' "$FEATURE_FILE" > /tmp/features.tmp && \
mv /tmp/features.tmp "$FEATURE_FILE"
# Update metadata
TOTAL=$(jq '.features | length' "$FEATURE_FILE")
COMPLETED=$(jq '[.features[] | select(.status == "implemented" or .status == "tested")] | length' "$FEATURE_FILE")
jq '.metadata.total = '$TOTAL' | .metadata.completed = '$COMPLETED'' "$FEATURE_FILE" > /tmp/features.tmp && \
mv /tmp/features.tmp "$FEATURE_FILE"
echo "Feature $FEATURE_ID marked as implemented"
jq '.features[] | select(.id == "'$FEATURE_ID'")' "$FEATURE_FILE"
```
### scripts/session-commit.sh
```bash
#!/bin/bash
# Session checkpoint commit
# Usage: ./session-commit.sh [message]
# Creates a checkpoint commit at session end
set -e
MESSAGE="${1:-Session checkpoint}"
# Check if in git repo
if [ ! -d ".git" ]; then
echo "Not a git repository, skipping commit"
exit 0
fi
# Check for uncommitted changes
if [ -z "$(git status --porcelain)" ]; then
echo "No changes to commit"
exit 0
fi
# Get session info
TIMESTAMP=$(date +%Y%m%d_%H%M%S)
STATE="UNKNOWN"
if [ -f ".claude/progress/state.json" ]; then
STATE=$(jq -r '.state // "UNKNOWN"' .claude/progress/state.json)
fi
# Count completed features
COMPLETED=0
TOTAL=0
if [ -f ".claude/progress/feature-list.json" ]; then
COMPLETED=$(jq '[.features[] | select(.status == "tested" or .status == "completed")] | length' .claude/progress/feature-list.json 2>/dev/null || echo 0)
TOTAL=$(jq '.features | length' .claude/progress/feature-list.json 2>/dev/null || echo 0)
fi
# Stage all changes
git add -A
# Create commit with session info
COMMIT_MSG="[session] $MESSAGE
State: $STATE
Features: $COMPLETED/$TOTAL completed
Timestamp: $TIMESTAMP"
git commit -m "$COMMIT_MSG"
# Output commit hash
COMMIT_HASH=$(git rev-parse --short HEAD)
echo ""
echo "Session commit: $COMMIT_HASH"
echo "State: $STATE, Features: $COMPLETED/$TOTAL"
# Output JSON
cat << EOF
{
"type": "session",
"commit_hash": "$COMMIT_HASH",
"state": "$STATE",
"features_completed": $COMPLETED,
"features_total": $TOTAL,
"timestamp": "$TIMESTAMP"
}
EOF
```