Add process observability for agent work. Use when a task needs sprint contracts, evaluator rubrics, task traces, acceptance evidence, or structured feedback between generator and reviewer roles.
Scanned 9/12/2026
Install to Claude Code
npx -y skills add pax-k/pax-fullstack-harness --skill sprint-contract-observability --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: sprint-contract-observability
description: Add process observability for agent work. Use when a task needs sprint contracts, evaluator rubrics, task traces, acceptance evidence, or structured feedback between generator and reviewer roles.
---
# Sprint Contract Observability
## Purpose
Make agent process intent observable through contracts, rubrics, traces, and evidence-backed evaluator feedback.
## Inspect First
- current task plan, specs, feature list, observability docs, review rubric, validation scripts, browser/runtime debugging docs, and recent QA feedback
## Procedure
1. Create a sprint contract.
- Use `docs/observability/sprint-contract.md`.
- Define scope, exclusions, touched surfaces, verification standards, runtime signals, and handoff expectations.
2. Create an evaluator rubric.
- Use `docs/observability/evaluator-rubric.md`.
- Score correctness, product behavior, architecture, tests, accessibility, observability, and maintainability when relevant.
3. Record task trace when useful.
- Use `docs/observability/task-trace.jsonl` for task events, checks, failures, fixes, and evidence.
- Keep entries compact and machine-readable.
- Use the canonical trajectory event shape: version, timestamp, task id, task type, phase, action, files read, files changed, commands run, validation, risk surfaces, intervention, outcome, and notes.
- Route trajectory classification and advisory risk scoring to `$trajectory-risk-supervisor`.
4. Add advisory validation.
- Create or recommend `scripts/check-sprint-contract`.
- Use `scripts/check_sprint_contract.py` from this plugin.
5. Coordinate runtime observability.
- Use `observability-harness` for logs, diagnostics, correlation IDs, and health checks.
- Use `chrome-devtools-runtime-debugger` for live browser evidence.
- Use `agent-reviewer` for findings-first evaluation.
- Use `$subagent-review-orchestrator` when explicit reviewer, browser QA, docs research, or trajectory auditor subagents would improve evaluation.
## Validation
- Run `./scripts/check-sprint-contract` when present.
- Confirm scope, exclusions, verification standards, rubric, and trace are consistent.
- Confirm evaluator feedback cites evidence instead of subjective approval.
## Completion Criteria
- The task has observable process intent and structured evaluation criteria.
- Future sessions can see why work was accepted, rejected, or deferred.
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