feat(projman): add plan-then-batch skill optimization #421

lmiranda · 2026-02-04T00:58:27Z

lmiranda commented

2026-02-04 00:58:27 +00:00

Summary

Add plan-then-batch execution pattern to reduce skill-related token consumption by ~76-83%
Promote mcp-tools-reference and batch-execution to frontmatter for planner/orchestrator agents
Replace flat "Skills to Load" with phase-based "Skill Loading Protocol"
Restructure planning-workflow.md Steps 8-10 for batch execution

Token Impact

Scenario	Before	After	Savings
6-issue sprint (planning)	~23,800 lines	~5,600 lines	~76%
10-issue sprint (planning)	~35,000 lines	~7,000 lines	~80%
8-issue status updates	~9,600 lines	~1,600 lines	~83%

Test Plan

Run /sprint-plan with small scope (2-3 issues)
Verify execution manifest appears before issue creation
Verify batch API calls without skill re-reads
Verify batch report format

🤖 Generated with Claude Code

## Summary - Add plan-then-batch execution pattern to reduce skill-related token consumption by ~76-83% - Promote `mcp-tools-reference` and `batch-execution` to frontmatter for planner/orchestrator agents - Replace flat "Skills to Load" with phase-based "Skill Loading Protocol" - Restructure `planning-workflow.md` Steps 8-10 for batch execution ## Token Impact | Scenario | Before | After | Savings | |----------|--------|-------|---------| | 6-issue sprint (planning) | ~23,800 lines | ~5,600 lines | ~76% | | 10-issue sprint (planning) | ~35,000 lines | ~7,000 lines | ~80% | | 8-issue status updates | ~9,600 lines | ~1,600 lines | ~83% | ## Test Plan - [ ] Run `/sprint-plan` with small scope (2-3 issues) - [ ] Verify execution manifest appears before issue creation - [ ] Verify batch API calls without skill re-reads - [ ] Verify batch report format 🤖 Generated with [Claude Code](https://claude.com/claude-code)

lmiranda added 51 commits 2026-02-04 00:58:28 +00:00

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feat(projman): add plan-then-batch skill optimization 0e70156e26

Separate cognitive work from mechanical API execution to reduce
skill-related token consumption by ~76-83% during sprint workflows.

Changes:
- Add batch-execution.md skill with 4-phase protocol
- Promote mcp-tools-reference and batch-execution to frontmatter
  for planner and orchestrator agents (auto-injected, zero re-read)
- Replace "Skills to Load" with phase-based "Skill Loading Protocol"
- Restructure planning-workflow.md Steps 8-10 for batch execution
- Update agent matrix in CLAUDE.md and docs/CONFIGURATION.md
- Add Phase-Based Skill Loading documentation section
- Clean up .gitignore (transient files, dev symlinks)

Token impact:
- 6-issue sprint planning: ~76% reduction
- 10-issue sprint planning: ~80% reduction
- 8-issue status updates: ~83% reduction

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

lmiranda merged commit c6182a3fda into development

2026-02-04 00:59:04 +00:00

lmiranda deleted branch feat/plan-then-batch-optimization

2026-02-04 00:59:04 +00:00

lmiranda referenced this issue from a commit

2026-02-04 00:59:06 +00:00

Merge pull request 'feat(projman): add plan-then-batch skill optimization' (#421) from feat/plan-then-batch-optimization into development

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Reference: personal-projects/leo-claude-mktplace#421