GAAI-framework coordinate-handoffs
Validate sub-agent handoff artefacts, sequence phase transitions, and manage retry and escalation logic. Activate after each sub-agent terminates to determine next action.
install
source · Clone the upstream repo
git clone https://github.com/Fr-e-d/GAAI-framework
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/Fr-e-d/GAAI-framework "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.gaai/core/skills/delivery/coordinate-handoffs" ~/.claude/skills/fr-e-d-gaai-framework-coordinate-handoffs && rm -rf "$T"
manifest:
.gaai/core/skills/delivery/coordinate-handoffs/SKILL.mdsource content
Coordinate Handoffs
Purpose / When to Activate
Activate after each sub-agent writes its handoff artefact and terminates.
The Orchestrator cannot proceed to the next phase until it has validated the current phase's output. This skill validates artefact structure, interprets verdicts, and returns a clear next-action decision.
Process
After Planning Sub-Agent terminates
- Check: does
exist?{id}.execution-plan.md- No → check for
{id}.plan-blocked.md- If blocked artefact exists: ESCALATE with block reason
- If neither exists: RE-SPAWN Planning Sub-Agent (attempt 2)
- No → check for
- Check: does the execution plan contain required sections? (Implementation Sequence, Edge Cases, Test Checkpoints, Risk Register)
- No → RE-SPAWN Planning Sub-Agent with validation failure noted (attempt 2)
- After 2 failed attempts: ESCALATE
- Valid artefact: → PROCEED to Implementation phase
After Implementation Sub-Agent terminates
- Check: does
exist?{id}.impl-report.md- No: RE-SPAWN (attempt 2), then ESCALATE
- Check: does impl-report contain required sections? (changes made, criteria mapping, rules applied)
- No: RE-SPAWN with validation failure noted
- Check: impl-report notes any blocking failures?
- Yes: RE-SPAWN with enriched context (add failure details to bundle)
- Note: implementation self-reported blocking failures (from impl-report) count as the first attempt. A single RE-SPAWN with enriched context is allowed. If the second attempt also reports blocking failures, escalate — do not enter QA.
- Valid artefact: → PROCEED to QA phase
After QA Sub-Agent terminates
- Read verdict from
:{id}.qa-report.md- PASS: → INTEGRATE, MERGE & COMPLETE Story:
- Rebase on staging (in worktree):
into story branchgit merge staging - Verify build:
in worktreenpx tsc --noEmit- If fails with errors introduced by this story → fix and re-commit
- If fails with pre-existing errors only → proceed (not this story's problem)
- If unclear → ESCALATE with error list
- Verify tests:
in worktreenpx vitest run- Same triage: story-introduced failures → fix; pre-existing → proceed; unclear → ESCALATE
3b. Pre-push validation (project-defined commands): detect worker directories with changed source or config files in the story worktree diff, then for each affected worker execute the project-defined pre-push validation commands (see the project's delivery-validation rules in
)..gaai/project/contexts/rules/infrastructure.rules.md - Skip condition: if
yields no files under any worker directory → skip with log note:git diff staging --name-only
. A story modifying bothno worker changes — skipping pre-push validation
files AND any worker file does NOT qualify for the skip — run validation for the affected worker(s)..gaai/ - Affected workers: collect unique worker root directories from the diff (any path under a
subdirectory). For each directory: execute the project-defined validation commands fromworkers/
.<worktree-root>/<worker-dir>/ - Triage logic (same as steps 2–3):
- Failure introduced by this story → fix in worktree and re-commit before proceeding to step 4.
- Failure pre-existing (reproducible on staging HEAD without this story's changes) → proceed without blocking. To verify: stash the story's changes, re-run the validation commands from the same worker directory, then pop the stash. If staging HEAD also fails → pre-existing; if only story HEAD fails → story-introduced.
- Failure where provenance is unclear → ESCALATE with full error output; do not proceed to step 4.
- Credential requirement: the project-defined validation commands MUST NOT require external API credentials. If any validation command requests credentials at runtime, ESCALATE immediately (project deploy-credential boundary); do not supply the credential.
- Same triage: story-introduced failures → fix; pre-existing → proceed; unclear → ESCALATE
3b. Pre-push validation (project-defined commands): detect worker directories with changed source or config files in the story worktree diff, then for each affected worker execute the project-defined pre-push validation commands (see the project's delivery-validation rules in
- Push story branch to origin
gh pr create --base staging --head story/{id}- Wait for PR CI check to reach a terminal state (
)gh run watch- If CI fails → diagnose: same triage as steps 2–3 (fix story issues, ignore pre-existing)
- If CI fails on infra (missing secrets, missing bindings) → ESCALATE with logs
— immediate merge to staginggh pr merge --squash- If merge fails (conflict): merge staging into branch, resolve, push, retry merge
- If merge still fails after 2 attempts: ESCALATE with conflict details
- If merge rejected (branch protection / checks required): wait for checks, then retry
- After successful merge: verify staging deploy CI (
)gh run list --branch staging --limit 1- If staging deploy fails → ESCALATE with deploy logs (do not attempt infra fixes)
- If
exists in{id}.memory-delta.md
, validate that the file containscontexts/artefacts/memory-deltas/
in YAML frontmatter AND at least one of the canonical structural sectionsartefact_type: memory-delta
,## Confirmed Entries
,## Contradicted Entries
. If any check fails: SCHEMA_INVALID — RE-SPAWN QA Sub-Agent with the schema failure appended to the context bundle, up to 2 attempts, then ESCALATE. On ESCALATE after 2 RE-SPAWN attempts: the ESCALATE message MUST include (a) delta path## New Knowledge Candidates
, (b) which check(s) failed — missingcontexts/artefacts/memory-deltas/{id}.memory-delta.md
frontmatter and/or which of the three canonical sections (artefact_type: memory-delta
,## Confirmed Entries
,## Contradicted Entries
) were absent, (c) a reference to## New Knowledge Candidates
Outputs section as the canonical schema authority. On PASS: flag the delta in the completion report for Discovery to action viamemory-alignment-check/SKILL.md
. 9b. (Autonomous triage — daemon wrapper) The daemon wrapper also spawns a bounded Discovery subprocess in draft mode to pre-triage the delta. A new sectionmemory-ingest
is appended to the wrapper completion output (visible in the delivery log). Fields:Memory-Delta Triage (autonomous draft mode)
,drafts_produced
,escalated_in_draft
(boolean),circuit_breaker_tripped
(count). If no delta exists or circuit breaker is tripped, the section showsautonomous_triage_failed
. This section is additive — it does not replace step 9.no triage — reason: {no_delta | circuit_breaker_tripped}
- Rebase on staging (in worktree):
- Update backlog (push with retry-rebase pattern), cleanup worktree + delete remote branch NEVER leave a PR open. NEVER merge to production (staging only).
- FAIL: spawn count < 2? → RE-SPAWN Implementation Sub-Agent with qa-report, then re-spawn QA Sub-Agent
- FAIL after 2 cycles: → ESCALATE
- ESCALATE: → ESCALATE (pass QA's escalation reason to human)
- PASS: → INTEGRATE, MERGE & COMPLETE Story:
After MicroDelivery Sub-Agent terminates (Tier 1)
- Read verdict from
:{id}.micro-delivery-report.md- PASS: → COMPLETE Story
- FAIL (attempt 1): → RE-SPAWN MicroDelivery Sub-Agent (max 1 retry)
- FAIL (attempt 2): → ESCALATE
- ESCALATE (complexity escalation): → RE-EVALUATE Story as Tier 2 and re-run with Core Team
Retry Limits
| Phase | Max re-spawns |
|---|---|
| Planning Sub-Agent | 1 retry (2 total) |
| Implementation Sub-Agent | 1 retry per QA cycle (2 total) |
| QA Sub-Agent | Re-runs after each Implementation retry |
| QA FAIL cycles | 2 (before ESCALATE) |
| MicroDelivery Sub-Agent | 1 retry (2 total) |
Escalation Package
When escalating, the Orchestrator surfaces to the human:
- Story ID and title
- Phase where escalation occurred
- Handoff artefact path (for full context)
- Specific failure reason
- Recommended next action (back to Discovery / manual fix / scope clarification)
Non-Goals
This skill must NOT:
- Make product decisions about what to implement
- Modify acceptance criteria
- Skip QA validation even under time pressure
- Delete worktrees containing uncommitted work without confirmation
Quality Checks
- No phase transition occurs without a validated handoff artefact
- Retry counts are tracked across the full Story lifecycle (not reset between phases)
- Escalation always includes a specific, actionable failure reason
- PASS is never issued unless
contains explicit PASS verdict{id}.qa-report.md