Audit

Organization

ww-w-ai

audit

Query audit trail logs, decision traces, and session history for AI transparency. Provides searchable access to all bkit audit records via MCP tools. Use proactively when user wants to review past decisions, trace actions, or inspect logs. Triggers: audit, log, decision trace, audit trail, history, 감사, 로그, 결정 추적, 이력, 監査, ログ, 決定追跡, 履歴, 审计, 日志, 决策追踪, 历史, auditoría, registro, rastreo de decisiones, audit, journal, traçage des décisions, Audit, Protokoll, Entscheidungsverfolgung, audit, registro, tracciamento delle decisioni Do NOT use for: creating new audit entries (hooks do that automatically), modifying logs

Overview

Publisher	ww-w-ai
Repository	`bkit-gemini`
Skill name	`audit`
Stars	66
Forks	16
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by ww-w-ai on GitHub. Read the source before you install it.

Installation

Install the Audit AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/ww-w-ai/bkit-gemini.git /tmp/bkit-gemini
mkdir -p .claude/skills
cp -r /tmp/bkit-gemini/skills/audit .claude/skills/audit

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Audit in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Audit on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Audit is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Audit Skill

Query and review audit trail logs for transparency and decision tracing

Commands

Command	Description	Example
`/audit log`	Show recent audit entries	`/audit log`
`/audit search [query]`	Search audit logs by keyword	`/audit search "deploy"`
`/audit summary`	Summarize audit activity	`/audit summary --from 2026-04-01`

MCP Integration

This skill uses the bkit_audit_query MCP tool to retrieve audit data.

How to Execute

Show Recent Logs
- Call bkit_audit_query with action list
- Display results in a table format with timestamp, type, and summary
Search Logs
- Call bkit_audit_query with action search and the user's query
- Filter by date range if --from and --to are provided
- Filter by type if --type is provided (e.g., decision, action, error)
Generate Summary
- Call bkit_audit_query with action summary
- Aggregate entries by type and provide counts
- Highlight key decisions and their outcomes

Audit Entry Types

Type	Description
`decision`	Agent decision points with rationale
`action`	File modifications, tool invocations
`error`	Errors encountered during execution
`checkpoint`	Checkpoint creation/restoration events
`pdca`	PDCA phase transitions

Output Format

markdown
## Audit Log Report

### Period: {from} to {to}

| Timestamp | Type | Summary |
|-----------|------|---------|
| 2026-04-09 14:23 | decision | Selected gap-detector agent for verification |
| 2026-04-09 14:24 | action | Modified src/api/auth.js (lines 45-67) |

### Statistics
- Total entries: N
- Decisions: N | Actions: N | Errors: N

Data Location

Audit logs are stored in .bkit/audit/ directory:

.bkit/audit/sessions/ - Per-session audit trails
.bkit/audit/decisions/ - Decision trace records

Integration with PDCA

Audit is part of the Check phase:

Use /audit summary to review what happened during Do phase
Cross-reference with /pdca analyze results
Verify all decisions align with the Design document

Frequently asked questions

What does the Audit AI skill do?

Why use Audit on TypingMind?

Because you install it once and use it with any model. Audit is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Audit in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ww-w-ai/bkit-gemini/tree/main/skills/audit. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Audit?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Audit?

As many as you like. As long as a model supports skills, you can use Audit with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Audit AI skill free?

Yes. It is published on GitHub by ww-w-ai under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Audit Skill

Commands

MCP Integration

How to Execute

Audit Entry Types

Output Format

Data Location

Integration with PDCA

Frequently asked questions

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