GAAI-framework compose-team
Assemble the context bundles for each sub-agent based on evaluate-story output. Produces spawn-ready packages for Planning, Implementation, QA, or MicroDelivery sub-agents. Activate after evaluate-story, before spawning any sub-agent.
git clone https://github.com/Fr-e-d/GAAI-framework
T=$(mktemp -d) && git clone --depth=1 https://github.com/Fr-e-d/GAAI-framework "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.gaai/core/skills/delivery/compose-team" ~/.claude/skills/fr-e-d-gaai-framework-compose-team && rm -rf "$T"
.gaai/core/skills/delivery/compose-team/SKILL.mdCompose Team
Purpose / When to Activate
Activate after
evaluate-story returns the tier, before the first sub-agent is spawned.
The Orchestrator must give each sub-agent exactly the context it needs — no more, no less. Context pollution wastes tokens and introduces drift. Context starvation causes failures.
This skill determines what goes into each sub-agent's context bundle.
Process
Step 0 — Resolve memory file paths (always first)
Read
contexts/memory/index.md. For each bundle below that references a memory category, resolve the actual file path from the index before including it. Never hardcode memory file paths — the index is the source of truth.
Key categories to resolve:
category → project context file (stack, architecture, constraints)project
category → decisions logdecisions
category → conventions and code patternspatterns
If a category is absent from the index, omit it from the bundle silently — do not fail.
For Tier 1 (MicroDelivery)
MicroDelivery bundle (minimal):
- Story artefact - patterns category file (resolved from index.md) - Directly affected file(s) — identified from acceptance criteria - orchestration.rules.md (relevant sections only)
For Tier 2 / Tier 3 (Core Team)
Planning Sub-Agent bundle:
- Story artefact - orchestration.rules.md + artefacts.rules.md - project category file (resolved from index.md) - decisions category file (filtered: relevant decisions only — resolved from index.md) - patterns category file (resolved from index.md) - codebase-scan artefact (if exists)
If
risk_analysis_required: true from evaluate-story, unconditionally include the decisions category from memory in the Planning Sub-Agent bundle, regardless of other relevance filtering.
Implementation Sub-Agent bundle:
- Story artefact - {id}.execution-plan.md (from Planning Sub-Agent) - patterns category file (resolved from index.md) - project category file (resolved from index.md) - Codebase files identified in execution plan (file list, not full content)
QA Sub-Agent bundle:
- Story artefact (acceptance criteria is the test spec) - {id}.execution-plan.md (test checkpoints) - {id}.impl-report.md (from Implementation Sub-Agent) - orchestration.rules.md + artefacts.rules.md
On remediation pass (QA re-spawn):
QA bundle + {id}.qa-report.md (prior failure record) Implementation bundle + {id}.qa-report.md (failure diagnosis)
For Tier 3 Specialists
For each specialist in
specialists_triggered:
- Read specialist entry from
agents/specialists.registry.yaml - Add
files from registry entry to Implementation Sub-Agent bundlecontext_bundle - Record which specialists are activated (for impl-report)
Output
Returns (inline, to the Orchestrator) the file list for each sub-agent's context bundle. The Orchestrator uses this list when spawning each sub-agent.
Not written to file — this is the Orchestrator's coordination state, not a durable artefact.
Non-Goals
This skill must NOT:
- Enrich bundles beyond what is listed for each tier — more context is not better context
- Load full memory archives into any bundle
- Make strategic decisions about which specialists to include (the Orchestrator decides based on evaluate-story output)
- Invoke any other skill (only agents orchestrate)
Quality Checks
- Every sub-agent receives its required inputs (Story, rules, relevant memory)
- No sub-agent receives another sub-agent's full context (isolation is structural)
- Specialist bundles include only the registry-defined files, not the full memory set
- Remediation passes receive the prior failure artefact — no exceptions