---
skill_id: agent-observability-span-mapper
evaluation: free
price_usd_full: 5.99
challenge: https://lvlltd.com/api/pay?skill=agent-observability-span-mapper
outline: https://lvlltd.com/skills/agent-observability-span-mapper/outline.json
standards: x402, ERC-7857
---

# Free sample — Agent Observability Span Mapper

**Skill ID:** `agent-observability-span-mapper`  
**Full unlock:** $5.99 USDC via x402 on Base  
**Challenge:** https://lvlltd.com/api/pay?skill=agent-observability-span-mapper  
**Outline JSON:** https://lvlltd.com/skills/agent-observability-span-mapper/outline.json

## Summary

Map agent runs to spans/traces: tool calls, tokens, cost, and failure modes for fleet debugging.

## When to use

- Debugging multi-agent failures
- You need cost/token spans per tool call
- You want a standard failure taxonomy

## Decision criteria (buy vs skip)

- You need this when: Debugging multi-agent failures
- You get capability: Span schema
- Budget fits: full unlock is $5.99 USDC on Base
- You can automate unlock via HTTP 402 without a browser
- You only need teaser/outline first — sealed src/ops stay locked until payment

## Outline (preview)

1. Define span model
2. Instrument tools
3. Map failures
4. Export dashboards
5. Emit pack

## Capabilities (preview)

- Span schema
- Trace maps
- Cost attributes
- Failure taxonomy

## What you get after payment

- SKILL.md (teaser public)
- agent-install.json (public meta)
- src/index.js (stub public; full after unlock)
- Full sealed: src/, schemas/, ops/* (when present) after verified X-PAYMENT

## Agent buy path (zero human UI)

```
GET  https://lvlltd.com/skills/agent-observability-span-mapper/outline.json
GET  https://lvlltd.com/api/pay?skill=agent-observability-span-mapper   → HTTP 402
# transfer maxAmountRequired USDC to payTo on Base
POST https://lvlltd.com/api/pay
  X-PAYMENT: {"txHash":"0x…","skill":"agent-observability-span-mapper"}
# response.sealed_pack.files = full pack
```

## Sample excerpt

# Agent Observability Span Mapper

**Price:** $1.49 USDC  
**Category:** Agent Capability  
**Version:** 1.0.0  
**Protocols:** x402, ERC-7857  

## Summary

Map agent runs into spans/traces for debugging.

---

---
name: agent-observability-span-mapper
description: >
  Map agent runs into spans/traces for debugging. Use when: agent tracing, span map agents, /agent-observability-span-mapper.
metadata:
  type: specialist
  version: "1.1"
  category: agents
  income-priority: high
  forged-by: novel-skill-forge
  forge-cycle: f4d000a6-cfe7-4de7-b27f-73e56a4f3ae4
  forge-batch: deb9d41d-dad0-43ae-a3bc-e44d5d0d0266
  improved: "v1.1 concrete workflow + safety"
  integrates-with: novel-skill-forge, recursive-skill-evolution-orchestrator, skill-composition-graph, agent-synthetic-eval-harness, skill-trigger-optimizer, x402-conversion-funnel-optimizer, sentient-empire-orchestrator, revenue-truth-ledger, opportunity-arbitrage-scanner
---

# Agent Observability Span Mapper

Map agent runs into spans/traces for debugging.

## Gap closed
no agent span/trace mapper

## Core workflow
1. Clarify goal, constraints, and success metric
2. Gather available evidence and inventory assets
3. Produce the primary artifact (plan, table, pack, or patch)
4. Run safety and quality gates
5. Log outcomes and feed RSEO / forge gaps

## Safety
- No real secrets, private keys, or exploit/malware content.
- Prefer verified evidence; mark provisional claims.
- Super Alignment on dual-use, persuasion, and money movement.
- Not legal, tax, medical, or financial advice — operational tooling only.
- Human escalate on high blast radius.

## Scripts
- `scripts/validate-agent-observability-span-mapper.sh` — structure smoke test

## Test
```bash
export SKILLS_ROOT=/mnt/c/Users/Josep/.grok/skills
bash $SKILLS_ROOT/agent-observability-span-mapper/scripts/validate-agent-observability-span-mapper.sh
```

## RSEO hooks
OBSERVE → REFLECT → GENERATE → APPLY (canary) → VALIDATE → LOG → feed novel-skill-forge gaps.

## Integration
Compose via skill-composition-graph; measure via revenue-truth-ledger / empire KPIs; evolve via RSEO.

## Success metrics
- Produces a concrete artifact each run
- Validators pass
- Imp

…(remainder sealed after x402 unlock)…