# Sitemap Task Bias

> Use when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.

- Skill: `agentlas-ai/sitemap-task-bias` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentlas-ai/sitemap-task-bias`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentlas-ai/sitemap-task-bias/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentlas-ai (https://skillmd.com/u/agentlas-ai)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/agentlas-ai/sitemap-task-bias

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# Sitemap Task Bias

## Procedure

1. List the user-facing surfaces, workflows, agent roles, skills, memory scopes,
   runtime adapters, policy gates, and verification lanes.
2. Compare the request against required concept coverage:
   - sitemap;
   - PM Soul;
   - memory architecture;
   - all-LLM runtime architecture;
   - public/private boundary;
   - install and verification path.
3. Add task biases that protect the build from dropping important concerns.
4. Record skipped or blocked concepts in `.agentlas/validation-ledger.jsonl`.

## Output

Return `covered`, `missing`, `task_biases`, and `evidence_files`.