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Gsd-skill-creator dacp-assembler

Composes three-part DACP bundles from skill library artifacts. Determines fidelity level, queries catalog, and records assembly rationale.

install
source · Clone the upstream repo
git clone https://github.com/Tibsfox/gsd-skill-creator
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/Tibsfox/gsd-skill-creator "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/dacp-assembler" ~/.claude/skills/tibsfox-gsd-skill-creator-dacp-assembler && rm -rf "$T"
manifest: skills/dacp-assembler/SKILL.md
source content

DACP Assembler

Compose deterministic agent communication bundles from skill library artifacts.

When to Use

  • Handing off work between agents (task assignment, verification, escalation)
  • Packaging structured data with executable scripts for a receiving agent
  • Upgrading prose-only messages to structured bundles for reliability

Quick Start

  1. Classify handoff -- identify the handoff type from the taxonomy
  2. Check drift -- look up historical drift rate for this pattern
  3. Determine fidelity -- run the decision model (Level 0-3)
  4. Search catalog -- find matching scripts and schemas
  5. Compose bundle -- assemble intent + data + code at the decided level

Fidelity Levels

LevelNameContents
0PROSEIntent markdown only
1PROSE_DATAIntent + structured JSON data
2PROSE_DATA_SCHEMAIntent + data + JSON Schema validation
3PROSE_DATA_CODEIntent + data + schemas + executable scripts

For detailed criteria and decision tree, see @references/fidelity-levels.md

Assembly Process

  1. Receive handoff request with intent, data, and context
  2. Assess data complexity (none / simple / structured / complex)
  3. Count available skills from catalog
  4. Build fidelity decision input from request + computed values
  5. Run 
    determineFidelity()
    to get proposed level
  6. Apply SAFE-02 clamping if changing from current level (max 1 step)
  7. Compose artifacts at the decided level
  8. Record assembly rationale (justification, skills, artifacts)
  9. Build manifest with provenance metadata

For worked examples at each level, see @references/assembly-patterns.md

Handoff Types

  • task-assignment, verification-request, data-transformation
  • configuration-update, research-handoff, status-report
  • question-escalation, patch-delivery

Full taxonomy at @references/handoff-taxonomy.md

Safety Boundaries

  1. No code generation -- assembler selects from existing catalog entries, never generates code
  2. Size limits -- 50KB data payloads, 10KB scripts, enforced at bundle creation
  3. Bounded learning -- max 1 fidelity level change per cycle (SAFE-02)
  4. Mandatory provenance -- every script must have source skill + version