Claude-skill-registry cep-v8

Cross-model context handoff via expert council. 40% token reduction, 9.5/10 recall, 97% cross-domain preservation.

install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/ktg-agent-skill-cep" ~/.claude/skills/majiayu000-claude-skill-registry-cep-v8-1411f5 && rm -rf "$T"
manifest: skills/data/ktg-agent-skill-cep/SKILL.md
source content

CEP v8

Execute

  1. S2A Filter: Remove noise, keep signal
  2. Council (4 phases): Load KB per phase, ARQ wrap (confidence≥0.9)
    • P1:
      EXPERTS-MEMORY_ARCHITECT.md
      → preservation list
    • P2:
      EXPERTS-CROSS-DOMAIN_ANALYST.md
      → edge map (xd flags)
    • P3:
      EXPERTS-COMPRESSION_SPECIALIST.md
      → CoD 5-iter (target 0.15)
    • P4:
      EXPERTS-RESTORATION_ENGINEER.md
      → cold-start validate
  3. Techniques:
    CASCADE.md
    for integration
  4. Gates: density≥0.15, xd≥97%, cold-start pass, trust(5), YAML valid
  5. Output: Packet ID
    $MM$DD$YYYY-XXX-LN-domain-topic-context
    + preamble + YAML

Schema

PROTOCOL.md
for full YAML structure.

PDL Layers: L1:knowledge, L2:relational, L3:contextual, L4:metacognitive

References

  • CASCADE.md
    - Techniques
  • PROTOCOL.md
    - Full spec
  • MIRAS.md
    - Future positioning
  • EXPERTS-*.md
    - Council KBs

Holistic Check

Packet ID: WHEN/WHO/HOW HARD/WHAT/DOMAIN


CEP v8 | ktg.one