| name | wf-auto-spark |
| description | Perpetual inspiration mode for /wf-auto-spark or $wf-auto-spark. Inherits WF-AUTO/WF execution gates while using external spark search, roadmap anchoring, and <=50% deviation guard. |
WF-AUTO-SPARK Adapter
The authoritative workflow lives in Harness/specs/workflows/WF-AUTO-SPARK.md; this adapter
only routes and summarizes hard constraints.
Invocation
- Claude Code:
/wf-auto-spark
- Codex:
$wf-auto-spark or /skills then choose wf-auto-spark
Load
CLAUDE.md
Harness/MEMORY.md
Harness/README.md
Harness/specs/workflows/WF-AUTO-SPARK.md
Harness/specs/workflows/WF-AUTO.md
Harness/specs/runtime/subagents.md
Harness/specs/runtime/dispatch.md
Cache Discipline
Follow Harness/specs/runtime/context-loading.md#Cache-First Context Contract: keep roadmap
and workflow docs stable, put fresh spark search results in the dynamic suffix,
defer unused tools/skills, and let task-scribe write compact state instead of
replaying search transcripts.
Rules
- Roadmap first: declare North Star and staged milestones before spark cycles.
- Never auto-stop: only the user can stop; "no sparks found" expands search.
- Spark replaces discovery only. Accepted candidates still run:
Mini PRD -> AC IDs -> test/validation plan -> implementer -> verifier -> cross-review -> reflector PASS -> evidence ledger.
- Spark searchers are read-only. Implementation requires explicit dispatch
packet, write set, forbidden truth files, AC IDs, and verification commands.
- Deviation guard: each spark must align >=50% with North Star; rolling
10-cycle average below 65% forces Re-Anchor Gate.
- Value reflection is required every cycle: source, why it matters, deviation,
evidence, and milestone progress.
Active roadmap: Harness/tasks/auto/SPARK-ROADMAP.md.
Per-cycle evidence: Harness/tasks/auto/PROGRESS.md.