ground-context

Context budget management. Solves context exhaustion.

SKILL.md

GitHub

Skill: Context Management

"Context is RAM. Filesystem is external memory—unlimited, persistent, operable." — Manus

When

Before context becomes a constraint. The kernel monitors automatically.

The Thresholds

Usage Action Why
60% Run /compact Prevent drift before it starts
80% Delegate to sub-agent Preserve parent for orchestration
90% Emergency compress Summarize aggressively

The Protocol

  1. At 60%: Compact. Preserve: objective, ADRs, failures.
  2. At 80%: Spawn sub-agent for current task. Parent orchestrates.
  3. Always: Write to files, not context. Files survive. Context doesn't.

The Key Insight

Compaction is continuation, not termination.

Auto-compaction enables infinite work. Your objective survives if you keep working.md current — the system loads it on resume.

Don't wrap up early to "fit" in context. Don't cut corners. Let compaction happen. Work continues on the other side.

The Anti-Patterns

Don't Do Why
Hoard context Write to files Files are unlimited
Wait until 90% Compact at 60% Late compaction loses objectives
Orphan sub-agents Handoff before delegating Context must transfer
Wrap up early Trust the system Compaction continues work
Cut corners Maintain quality Scope doesn't shrink to fit

The Output

State: "Context at [X]%. Action: [compact/delegate/continue]."