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Update Progress Blog Skill

doc-update-blog

Update development blog with implementation milestones, learnings, and progress. Use after completing major milestones or phases.

SKILL.md

Full skill instructions

Update Progress Blog Skill

Document progress and technical learnings in blog format.

When to Use

  • Completed major milestone
  • Finished implementation phase
  • Learned something significant
  • Major refactoring or optimization completed

Quick Reference

cat > notes/​blog/​MM-DD-YYYY.md << 'EOF'
# Progress Update: YYYY-MM-DD

## What Was Accomplished
- Item 1
- Item 2

## Technical Highlights
- Implementation detail or optimization

## Next Steps
- Upcoming work
EOF

Blog Structure

# Progress Update: YYYY-MM-DD

## What Was Accomplished
- Completed X
- Implemented Y
- Achieved Z

## Challenges Faced
- Challenge 1 and how it was solved
- Challenge 2 and lessons learned

## Technical Highlights
- Interesting implementation detail
- Performance optimization achieved

## Metrics
- Lines of code: X
- Test coverage: Y%
- Performance: Z% improvement

## Next Steps
- Upcoming work
- Planned improvements

Blog Location

  • notes/​blog/​MM-DD-YYYY.md - All blog entries (flat structure)

Best Practices

  • Write regularly (weekly or per milestone)
  • Be specific with metrics
  • Document learnings and challenges
  • Link to relevant code/​issues
  • Keep entries focused (one milestone per entry)

Content Tips

Metrics Format

- Lines of code: 250 (tensor operations)
- Test coverage: 94% (up from 87%)
- Performance: 3x speedup on matmul (cache optimization)

Challenge Documentation

**Problem**: Matrix alignment causing segfaults
**Solution**: Added padding to align rows to SIMD width
**Lessons**: Always validate memory layout for SIMD operations

Error Handling

IssueFix
No metricsMeasure before/​after with specific numbers
Vague accomplishmentsList specific implementations or fixes
Missing learningsAdd what was discovered/​surprised you
No next stepsPlan immediate next work

References

  • Related skill: doc-generate-adr for architectural decisions
  • See existing blog posts in /​notes/​blog/ for examples

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