dacp-assembler

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

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Repository: Tibsfox/gsd-skill-creator
Last source activity: February 27, 2026 at 07:12
Detected SKILL.md language: English
Stars: 69
Forks: 9

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goal-ambiguity-gate

Use the moment a request is underspecified and you are about to act on an ASSUMED goal. Enumerate the candidate goals the request could mean, project the action or artifact each one implies, and check whether they diverge: if two or more plausible goals lead to materially different actions or artifacts, ask exactly ONE targeted clarifying question; otherwise proceed on the most-likely goal and state the assumption in one line. Clarification is an evidence-producing action, not a delay — but one question, never an interrogation. Distinct from gsd-spec-phase (GSD-phase-bound, emits a heavy SPEC.md) and intent-router (fetch strategy, not goal disambiguation). Backed by agent goal-state inference (arxiv 2606.16813v1). Triggers on acting under an assumed goal when the request admits more than one materially different reading.

2026-07-19

memory-hubness-gate

Use at write time to vector/embedding memory — Grove content-addressed insertion, chroma/pgvector upserts, memory-consolidation promoting session traces to MEMORY.md, or embedding externally-ingested content. Scores each candidate record against a fixed panel of sentinel queries and quarantines any record that would become the nearest neighbor of too many unrelated queries — a hub — whether from adversarial poisoning or accidental over-generality. This is the memory-record-side sibling of skill-injection-guardian (file-side) and the write-side complement of memory-use-warrant (read-side). Quarantine, never silently drop; a human reviews. Backed by the admission-time hubness gate (arxiv 2606.19692v1). Triggers on inserting into vector memory, consolidating memory, and embedding stranger content.

2026-07-19

memory-use-warrant

Run this appropriateness check the moment you are about to integrate a retrieved long-term memory — a Grove content-addressed hit, a chroma/pgvector neighbour, a memory-consolidation digest, or a MEMORY.md line — into a response, especially anything touching private origins, Fox Companies IP, credentials, or Center Camp / consent-governed content. It answers a question intent-router never asks: not WHAT to fetch or HOW, but WHETHER a correctly-retrieved item should reach output. Relevance is not appropriateness — a perfect similarity match can still be a boundary violation. Default is FAIL-CLOSED: if in-context authorization is uncertain, the memory may inform behaviour but must not be surfaced. Backed by RBI-Eval (arxiv 2606.06055v1). Triggers on surfacing recalled sensitive memory into a response.

2026-07-19

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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

Classify handoff -- identify the handoff type from the taxonomy
Check drift -- look up historical drift rate for this pattern
Determine fidelity -- run the decision model (Level 0-3)
Search catalog -- find matching scripts and schemas
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

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

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

dacp-assembler

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More from this repository

More from this repository

DACP Assembler

When to Use

Quick Start

Fidelity Levels

Assembly Process

Handoff Types

Safety Boundaries

DACP Assembler

When to Use

Quick Start

Fidelity Levels

Assembly Process

Handoff Types

Safety Boundaries