orionarchitekton/skills/ops/context-pack
skills/ops/context-pack/SKILL.md
# Context Pack Skill Packs retrieved context intelligently by: - Prioritizing decisions/invariants over chat history - Allocating token budget: must-include → nice-to-include → drop - Detecting conflicts between retrieved items - Attaching inclusion reasons for each item (for trace/replay) ## Phase **context_pack** - Runs after retrieval-time skills, before model call ## Priority 20 (runs after retrieval-time skills) ## Dependencies - `context-query-rewrite` (optional, if needs rewritten
$ install --global
skillsauthnpx skillsauth add orionarchitekton/cosmocrat-core skills/ops/context-packInstall 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: Apr 11, 2026, 2:27 AM4.3s2 files scanned
SKILL.md
Context Pack Skill
Packs retrieved context intelligently by:
- Prioritizing decisions/invariants over chat history
- Allocating token budget: must-include → nice-to-include → drop
- Detecting conflicts between retrieved items
- Attaching inclusion reasons for each item (for trace/replay)
Phase
context_pack - Runs after retrieval-time skills, before model call
Priority
20 (runs after retrieval-time skills)
Dependencies
context-query-rewrite(optional, if needs rewritten query metadata)
Mutations
reorder_items- Reorders items by prioritydrop_items- Drops low-signal items to fit token budget
Trace Requirements
Each packed item must include:
why_included- Reason for inclusion (e.g., "high_priority_decision", "recent_relevant")confidence- Confidence score (0.0-1.0)recency_days- Days since item was createdlane- Lane the item belongs totype- Item type (decision, conversation, artifact, etc.)
Implementation
Located at: app/services/chat-gateway/context_engineering/skills/context_pack.py
The skill:
- Categorizes items by type (decision > invariant > artifact > conversation)
- Estimates token usage for each item
- Packs items in priority order until budget is exhausted
- Detects conflicts (contradictory decisions)
- Attaches trace metadata to each included item
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