ariffazil/ASI-context-window-mgr
skills/ASI-context-window-mgr/SKILL.md
Context window lifecycle management — monitors token usage, triggers compression when approaching limits, manages conversation summarization, and preserves critical context across compaction boundaries. USE WHEN: "context getting long", "compress conversation", "summarize session", "token budget".
$ install --global
skillsauthnpx skillsauth add ariffazil/openclaw-workspace ASI-context-window-mgrInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Jul 18, 2026, 3:21 AM15.9s1 file scanned
SKILL.md
- name:
- ASI-context-window-mgr
- description:
- >
- context across compaction boundaries. USE WHEN:
- context getting long", "compress
- version:
- 1.0.0
- tags:
- [context-window, tokens, summarization, memory, F4, F7]
- floor_scope:
- [F04, F07, F11]
ASI-context-window-mgr
Purpose
Model context windows are finite (128k-200k tokens). Long sessions, large codebases, and multi-organ evidence accumulate until the window fills. This skill manages the lifecycle: monitor → warn → compress → compact → restore.
Lifecycle Stages
- Monitor — Track token usage per turn. Warn at 70%, critical at 85%.
- Triage — Classify context into: must-keep (task intent, floor state, active evidence), can-compress (completed steps, verbose logs), can-drop (repeated errors, resolved issues).
- Compress — Apply FORGE-data-compression to can-compress segments.
- Compact — When window is critical, generate session summary and restart with summary + must-keep context.
- Restore — On resume, reload summary + check for drift in external state.
Compaction Artifact
{
"session_id": "...",
"compacted_at": "timestamp",
"token_count_before": 150000,
"token_count_after": 30000,
"summary": "compressed session narrative",
"must_keep": ["task intent", "floor state", "active blockers"],
"dropped": ["resolved errors", "completed steps"],
"provenance": "compacted by ASI-context-window-mgr"
}
Floors
- F4 CLARITY: Compacted context must be clearer than raw history.
- F7 HUMILITY: Report what was lost in compaction. Never claim perfect recall.
- F11 AUDITABILITY: Compaction artifacts are logged, inspectable.
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