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Agent skill

Sitemap Task Bias

by agentlas-ai in agentlas-ai/Agentlas-OS

A skill your agent uses when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.

Apache-2.0Auto-check passedAgent Workflows

Install Sitemap Task Bias

skills CLI
$ npx skills add agentlas-ai/Agentlas-OS --skill sitemap-task-bias -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install agentlas-ai/Agentlas-OS sitemap-task-bias --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/agentlas-ai/Agentlas-OS.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sitemap-task-bias .claude/skills/sitemap-task-bias && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
sitemap-task-bias
GitHub stars
1.6k
Token cost
~206 tokens
SKILL.md length
71 words
Files
1
Skills in repo
53
Repo updated
First seen
Licence
Apache-2.0

At a glance

A skill your agent uses when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.

  • Works in 4 steps: List the user-facing surfaces,… → Compare the request against required… → Add task biases that protect the build… → …
  • Auditing an agent-team sitemap
  • SKILL.md covers Procedure and Output
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Sitemap Task Bias is an agent skill from agentlas-ai/Agentlas-OS. Use when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.

Its SKILL.md is about 210 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows. The repository describes itself as: Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model. The licence is Apache-2.0.

When your agent uses it

  • Auditing an agent-team sitemap
  • Task Bias ledger
  • Concept coverage
  • Product surface map

Example prompts

  • “/sitemap-task-bias”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. List the user-facing surfaces, workflows, agent roles, skills, memory scopes,
  2. Compare the request against required concept coverage
  3. Add task biases that protect the build from dropping important concerns.
  4. Record skipped or blocked concepts in .agentlas/validation-ledger.jsonl.

What it can do on your machine

Read from SKILL.md and the folder at commit dd3cd3a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Sitemap Task Bias loads about 206 tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 71 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~43
When it runs · the whole SKILL.md, loaded when a task matches
~206

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from agentlas-ai/Agentlas-OS at commit dd3cd3a, republished under its Apache-2.0 licence (© agentlas-ai). 71 words, ~206 tokens.

Download SKILL.mdSave it as .claude/skills/sitemap-task-bias/SKILL.md (or your agent's skills folder).
name
sitemap-task-bias
description
Use when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.

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.

© agentlas-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/sitemap-task-bias of agentlas-ai/Agentlas-OS.

Open the folder on GitHubat commit dd3cd3a

Compare with similar skills

Sitemap Task Bias next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Sitemap Task Bias compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sitemap Task Bias this skillagentlas-ai/Agentlas-OS1.6k—~206Automated safety check: PassApache-2.0
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79689 repos~8.2kAutomated safety check: PassApache-2.0

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Categories

Questions about Sitemap Task Bias

What does Sitemap Task Bias do?

A skill your agent uses when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check. Sitemap Task Bias is an agent skill from agentlas-ai/Agentlas-OS. Use when creating or auditing an agent-team sitemap, Task Bias ledger, concept coverage, product surface map, validation chain, or missing-concept check.

When should I use Sitemap Task Bias?

Sitemap Task Bias fits situations like: auditing an agent-team sitemap; task Bias ledger; concept coverage; product surface map.

How do I install Sitemap Task Bias in Claude Code?

Run `npx skills add agentlas-ai/Agentlas-OS --skill sitemap-task-bias -a claude-code`. Or copy the skill folder (skills/sitemap-task-bias in agentlas-ai/Agentlas-OS) into .claude/skills/sitemap-task-bias in your project. Claude Code loads it when a task matches its description.

How do I install Sitemap Task Bias in Codex?

Run `npx skills add agentlas-ai/Agentlas-OS --skill sitemap-task-bias -a codex`. Or copy the skill folder (skills/sitemap-task-bias in agentlas-ai/Agentlas-OS) into .agents/skills/sitemap-task-bias in your project. Codex loads it when a task matches its description.

Can I use Sitemap Task Bias in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add agentlas-ai/Agentlas-OS --skill sitemap-task-bias -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sitemap-task-bias, .gemini/skills/sitemap-task-bias, .github/skills/sitemap-task-bias and .opencode/skills/sitemap-task-bias in your project.

What does Sitemap Task Bias need to run?

SKILL.md names no scripts, command-line tools or credentials: Sitemap Task Bias is instructions for the agent only.

Does Sitemap Task Bias access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Sitemap Task Bias safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Sitemap Task Bias use?

Sitemap Task Bias is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Sitemap Task Bias use?

About 206 tokens (SKILL.md is roughly 824 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Sitemap Task Bias?

Skills that share tags, products or a category with Sitemap Task Bias: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sitemap Task Bias?

agentlas-ai (a GitHub organization) maintains it in agentlas-ai/Agentlas-OS, which has 1,575 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on October 10, 2026.

Source: agentlas-ai/Agentlas-OS on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.