Agent skill

Identity Access Anomaly Review

by ahmadvh in ahmadvh/octochains

Analyzes authentication and authorization events for failed-login clustering, privilege-escalation chains, credential-stuffing patterns, and MFA-bypass indicators.

Custom licenceAuto-check passedSecurity

Install Identity Access Anomaly Review

skills CLI
$ npx skills add ahmadvh/octochains --skill identity-access-anomaly-review -a claude-code

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

GitHub CLI
$ gh skill install ahmadvh/octochains identity-access-anomaly-review --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/ahmadvh/octochains.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/octochains/agents/skills/security/identity-access-anomaly-review .claude/skills/identity-access-anomaly-review && 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
identity-access-anomaly-review
GitHub stars
377
Token cost
~1.3k tokens
SKILL.md length
622 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
Custom licence

At a glance

Analyzes authentication and authorization events for failed-login clustering, privilege-escalation chains, credential-stuffing patterns, and MFA-bypass indicators.

  • Tasks that involve Red teaming and adversary simulation
  • SKILL.md covers Objective, Execution Protocol, Constraints and Output Format
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Authorization and RBAC

What it does

Identity Access Anomaly Review is an agent skill from ahmadvh/octochains. Analyzes authentication and authorization events for failed-login clustering, privilege-escalation chains, credential-stuffing patterns, and MFA-bypass indicators.

Its SKILL.md is about 1.3k 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 Security, covering Red teaming and adversary simulation and Authorization and RBAC. The repository describes itself as: A lightweight Python framework for parallel, isolated, collaborative AI reasoning.

When your agent uses it

  • Tasks that involve Red teaming and adversary simulation
  • Tasks that involve Authorization and RBAC

Example prompts

  • “Use the identity-access-anomaly-review skill to analyz authentication and authorization events for failed-login clustering, privilege-escalation…”
  • “/identity-access-anomaly-review”

What it can do on your machine

Read from SKILL.md and the folder at commit 3512a57. 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

Identity Access Anomaly Review loads about 1.3k tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 622 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 622 words (~1,262 tokens).

“Analyze authentication, authorization, and identity-management events to determine how access was obtained and whether that access was legitimately granted. Focus strictly on the access-grant and authentication layer: how a session, credential, or privilege was acquired, not what was done with…”

— opening of SKILL.md by ahmadvh, Custom licence
name
identity-access-anomaly-review
version
1.0.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in src/octochains/agents/skills/security/identity-access-anomaly-review of ahmadvh/octochains.

Open the folder on GitHubat commit 3512a57

Compare with similar skills

Identity Access Anomaly Review 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.

Identity Access Anomaly Review compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Identity Access Anomaly Review this skillahmadvh/octochains377—~1.3kAutomated safety check: PassCustom licence
Implementing Network Access Control With Cisco Isemukul975/Anthropic-Cybersecurity-Skills34k—~2.9kAutomated safety check: PassApache-2.0
Sast Missingauthutkusen/sast-skills1.3k—~6kAutomated safety check: PassMIT
Authorization Bypass DetectionTencent/AI-Infra-Guard6.8k—~753Automated safety check: PassApache-2.0
Detecting Privilege Escalation In Kubernetes Podsmukul975/Anthropic-Cybersecurity-Skills34k—~2.4kAutomated safety check: PassApache-2.0
Auditing Kubernetes Rbac Privilege Escalationmukul975/Anthropic-Cybersecurity-Skills34k—~3kAutomated safety check: PassApache-2.0

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Questions about Identity Access Anomaly Review

What does Identity Access Anomaly Review do?

Analyzes authentication and authorization events for failed-login clustering, privilege-escalation chains, credential-stuffing patterns, and MFA-bypass indicators. Identity Access Anomaly Review is an agent skill from ahmadvh/octochains. Analyzes authentication and authorization events for failed-login clustering, privilege-escalation chains, credential-stuffing patterns, and MFA-bypass indicators.

When should I use Identity Access Anomaly Review?

Identity Access Anomaly Review fits situations like: tasks that involve Red teaming and adversary simulation; tasks that involve Authorization and RBAC.

How do I install Identity Access Anomaly Review in Claude Code?

Run `npx skills add ahmadvh/octochains --skill identity-access-anomaly-review -a claude-code`. Or copy the skill folder (src/octochains/agents/skills/security/identity-access-anomaly-review in ahmadvh/octochains) into .claude/skills/identity-access-anomaly-review in your project. Claude Code loads it when a task matches its description.

How do I install Identity Access Anomaly Review in Codex?

Run `npx skills add ahmadvh/octochains --skill identity-access-anomaly-review -a codex`. Or copy the skill folder (src/octochains/agents/skills/security/identity-access-anomaly-review in ahmadvh/octochains) into .agents/skills/identity-access-anomaly-review in your project. Codex loads it when a task matches its description.

Can I use Identity Access Anomaly Review 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 ahmadvh/octochains --skill identity-access-anomaly-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/identity-access-anomaly-review, .gemini/skills/identity-access-anomaly-review, .github/skills/identity-access-anomaly-review and .opencode/skills/identity-access-anomaly-review in your project.

What does Identity Access Anomaly Review need to run?

SKILL.md names no scripts, command-line tools or credentials: Identity Access Anomaly Review is instructions for the agent only.

Does Identity Access Anomaly Review 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 Identity Access Anomaly Review 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 Identity Access Anomaly Review use?

Identity Access Anomaly Review has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Identity Access Anomaly Review use?

About 1.3k tokens (SKILL.md is roughly 5k 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 Identity Access Anomaly Review?

Skills that share tags, products or a category with Identity Access Anomaly Review: Implementing Network Access Control With Cisco Ise (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Sast Missingauth (utkusen/sast-skills, 1.3k stars), Authorization Bypass Detection (Tencent/AI-Infra-Guard, 6.8k stars) and Detecting Privilege Escalation In Kubernetes Pods (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Identity Access Anomaly Review?

ahmadvh (a GitHub user) maintains it in ahmadvh/octochains, which has 377 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on August 20, 2026.

Source: ahmadvh/octochains on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.