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/dacp-assembler

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

From plugin
gsd-skill-creator
70102 skills61 agents26 commands1 MCP
Install
$ npx -y skills add Tibsfox/gsd-skill-creator --skill dacp-assembler --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/dacp-assembler

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

dacp-assembler.SKILL.md
name: dacp-assembler
version: 1.0.0
description: "Composes three-part DACP bundles from skill library artifacts. Determines fidelity level, queries catalog, and records assembly rationale."
user-invocable: false
allowed-tools: Read Grep Glob Bash
metadata:
  extensions:
    gsd-skill-creator:
      version: 2
      createdAt: "2026-02-27"
      triggers:
        intents:
          - "handoff"
          - "bundle"
          - "assemble"
          - "dacp"
          - "fidelity"
        contexts:
          - "agent communication"
          - "bundle composition"
          - "handoff assembly"
      domain: "agent-communication"
      fidelity_default: 2

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

| Level | Name | Contents | |-------|------|----------| | 0 | PROSE | Intent markdown only | | 1 | PROSE_DATA | Intent + structured JSON data | | 2 | PROSE_DATA_SCHEMA | Intent + data + JSON Schema validation | | 3 | PROSE_DATA_CODE | Intent + 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

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Ships withgsd-skill-creator

An adaptive learning and coprocessor architecture for Claude Code, built as an extension to GSD (open-gsd)

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