Codex token efficiency
Understand what Capsule reduces and what provider-side counters remain unobservable.
Measured documentation
Capsule guides.
Start with the question closest to your workflow. Every guide describes observable model-facing behavior, exact recovery, conservative fallbacks, and measurement limits.
MCP context compression
See the single bounded MCP surface for terminal, files, projects, web, memory, and recovery.
Get-Content token savings
Read the safe PowerShell fast path and its bounded exact-recovery measurements.
Install Capsule
Set up the portable Codex plugin and MCP server on Windows, macOS, or Linux.
Codex plugin skills
Verify the bundled map-token-context skill, plugin manifest, and no-match routing safety.
Share and cite
Use canonical links, citation metadata, and reproducible evidence when sharing results.
Benchmarks and methodology
Run workload-specific A/B comparisons and report recovery, fallbacks, and limits correctly.
GitHub discoverability
Measure metadata, traffic, referrals, releases, and repository-search snapshots ethically.
Web search token savings
Keep web results compact and exact-recoverable across first and repeated calls.
Terminal output token savings
Project repeated stdout and stderr without hiding failures or structured evidence.
Capsule FAQ
Find concise answers about compatibility, privacy, exact recovery, and measurement.