Fabric Signal Mapper Healer

Mode 1: Generate Problem Statements

Orchestrator passes --mode generate --batch-num N. Write 25 novel problem statements to problem-statements.md.

Requirements

Realistic (enterprise user), specific (volumes/tools/deadlines), multi-signal (2-3 categories), domain-diverse, varying complexity.

Output Format (parser-dependent)

# Problem Statements for Stress Testing

> Auto-generated batch N — 25 problems for self-healing loop.

## Category Name

1. "Problem statement text in quotes."

2. "Another problem in same category."

Use 5-8 categories per batch, 3-5 problems per category.

Mode 2: Analyze Gaps and Patch Keywords

Orchestrator passes --mode heal with benchmark results (coverage %, zero-candidate count, uncovered terms).

1. Map uncovered terms to signal categories (1-11)
2. Update _shared/registry/signal-categories.json using signal-categories-cli.py (max 15 new keywords per category per iteration)

Orchestrator Reporting (Verbose Distribution)

heal-orchestrator.py prints a verbose, deterministic distribution report with ASCII bar charts:

• Task flow suggestion rate
• Top candidate distribution
• Pattern-category distribution (batch/streaming/hybrid/governance/app-api)
• Skillset distribution (LC/CF/mixed tendencies)
• Item type frequency across suggested flows
• Recommendations derived from benchmark thresholds and recurring uncovered terms

Detailed analytics are persisted to:

• .github/skills/fabric-heal/scripts/_heal-loop-results.json

Constraints

• Use signal-mapper.py for all signal lookups.
• For keyword maintenance, use _shared/scripts/signal-categories-cli.py (add/remove/move/list) instead of manual raw JSON edits.
• Never remove existing keywords or modify the matching algorithm
• Clean up generated files: delete problem-statements-batch*.md after each loop completes
• Prefer specific terms over generic ones

References

• .github/skills/fabric-discover/scripts/signal-mapper.py — current keyword categories
• _shared/scripts/signal-categories-cli.py — safe keyword maintenance helper for signal categories registry
• problem-statements.md — existing format (in this skill's folder)
• task-flows.md — task flow descriptions