dev-context-engineering
Installation
SKILL.md
Context Engineering
Use this skill to design repo-native agent context that is portable, high-signal, and maintainable. It owns the context model, migration path, maturity assessment, and context-graph discipline across AGENTS.md, runtime-specific layers, specs, rules, hooks, compiled markdown knowledge bases, and related artifacts.
Quick Reference
| Task | Use |
|---|---|
| Portable repo instructions | the agents-memory skill, references/fast-track-guide.md |
| Spec and plan flow | docs-ai-prd, dev-workflow-planning |
| Context graph design | references/context-graph-guide.md, python3 scripts/scan_context_artifacts.py --help, python3 scripts/validate_context_graph.py --help |
| Hot-tier staleness + supersession integrity checks | scripts/validate_context_graph.py (checks check_stale_tiers, check_supersession_integrity) |
| Query a context graph (PPR, BFS, fan-in, tier budget) | python3 scripts/query_context_graph.py <graph> --help (modes: --node, --impact, --rank, --ppr --seed, --tier-budget) |
| Compiled markdown knowledge layer | the docs-notes-retrieval skill, references/context-graph-guide.md, references/multi-repo-strategy.md |
| Multi-repo strategy | references/multi-repo-strategy.md, dev-context-multi-repo |
| Pick a framework (superpowers, GSD, Spec Kit, OpenSpec, …) | references/framework-selection-matrix.md |
| Regulated environment rollout | references/regulated-environment-patterns.md, assets/ai-agent-governance.md, assets/compliance-fca-emi.md |