# U07011 Self Reflection Taxonomy For Household Logistics

> Build and operate the "Self-Reflection Taxonomy for household logistics" capability for household logistics. Use when this exact capability is required by autonomous or human-guided missions.

- Skill: `zwright8/u07011-self-reflection-taxonomy-for-household-logistics` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add zwright8/u07011-self-reflection-taxonomy-for-household-logistics`
- Raw SKILL.md: https://api.skillmd.com/api/skills/zwright8/u07011-self-reflection-taxonomy-for-household-logistics/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: zwright8 (https://skillmd.com/u/zwright8)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/zwright8/u07011-self-reflection-taxonomy-for-household-logistics

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# Self-Reflection Taxonomy for household logistics

## Why This Skill Exists
Use self-reflection taxonomy in household logistics with emphasis on evidence quality, falsifiability, and calibration.

## When To Use
Use this skill when the request explicitly needs "Self-Reflection Taxonomy for household logistics" outcomes in the household logistics domain.

## Step-by-Step Implementation Guide
1. Define measurable outcomes for Self-Reflection Taxonomy for household logistics, including baseline and target metrics for household logistics.
2. Specify structured inputs/outputs for self-reflection taxonomy and validate schema contract edge cases.
3. Implement the core self-reflection taxonomy logic with deterministic scoring and reproducible execution traces.
4. Integrate orchestration policy, routing, approval gates, retries, and rollback for autonomous execution.
5. Run unit, integration, simulation, and regression suites for Self-Reflection Taxonomy for household logistics under maximally truth-seeking conditions.
6. Roll out behind a feature flag, monitor telemetry, and refine thresholds using observed operational outcomes.

## Required Deliverables
- Capability contract: input schema, deterministic scoring, output schema, and failure modes.
- Runtime profile: reflection-engine using self-reflection taxonomy to produce self-reflection-taxonomy-artifact-household-logistics.
- Orchestration integration: household-logistics:reflection-engine routing, approval gates, retries, and rollback controls.
- Validation evidence: unit, integration, simulation, regression-baseline suites and rollout telemetry.

## Operational Runbook
### Preflight
- Validate mission scope, contracts, and required inputs.
- Verify feature flag posture, dependencies, and approval prerequisites.

### Execution
- Execute self-reflection taxonomy workflow with deterministic scoring and trace capture.
- Track posture transitions and preserve reproducible evidence artifacts.

### Recovery
- Apply rollback strategy if posture is critical or guardrails fail.
- Escalate blocked execution to oversight with incident packet and trace references.

### Handoff
- Publish outcome report, scorecard, and telemetry links.
- Queue follow-up tasks for unresolved risks, approvals, or optimization work.

## Guardrails
- [quality] Require unit and integration validations before promoting Self-Reflection Taxonomy for household logistics. -> `run-validation:unit+integration+simulation+regression-baseline`
- [reliability] Trigger rollback on critical posture or repeated failures. -> `rollback:rollback-to-last-stable-baseline`
- [compliance] Require policy and approval gates prior to autonomous deployment. -> `approval-gates:policy-constraint-check+evidence-review`
- [cost] Respect bounded resource pressure and execution budget during scaling. -> `budget-guard:resource-pressure-cap`