A document-analysis area for extracting entities and checking consistency in legal and business documents. The description is in Chinese and mentions companies, regulations, cases, external databases, and project insight tables.

Use it for the document-insight tasks described, such as entity extraction, external legal or company-data searches, and checking project insight records.

The supplied information is too brief to identify its exact workflow or supported operations beyond document analysis and consistency checking.

How zeweihan/aiworkdeck configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to zeweihan/aiworkdeck. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/zeweihan/aiworkdeck/master/.claude/agents/doc-insight.md

Clone the repo

git clone --depth 1 https://github.com/zeweihan/aiworkdeck

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/agents/zeweihan/aiworkdeck/doc-insight/github.svg)](https://agentmods.dev/agents/zeweihan/aiworkdeck/doc-insight)

Your own site

<a href="https://agentmods.dev/agents/zeweihan/aiworkdeck/doc-insight"><img src="https://agentmods.dev/badge/agents/zeweihan/aiworkdeck/doc-insight/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/agents/zeweihan/aiworkdeck/doc-insight"><img src="https://agentmods.dev/badge/agents/zeweihan/aiworkdeck/doc-insight.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 108 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 15,085 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00108	$0.15085
Opus 5.5	$0.00043	$0.06034
Sonnet 5.5	$0.00022	$0.03017
Haiku 4.5	$0.00011	$0.01508

Measured 1mo ago against content hash 899ca64116c7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

doc-insight scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/doc-insight.md · 514 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

1mo ago Changed · +2 lines 899ca64116c7
1mo ago Changed · +6 lines e6ee5c5c7b2b
1mo ago Changed 82c8887935cb
1mo ago Changed · +28 lines 8a49e61529db
1mo ago Changed · +1 lines f16a35dbb60f
1mo ago Changed · +94 lines · +5 tokens per session 4d77b08c2005
2mo ago Changed · +27 lines da1caa154365
2mo ago Changed · +40 lines 4cbdc1cfb246
2mo ago First seen · 316 lines · 103 tokens per session scan A d883d5eeafdc

Subscribe to this mod's changes

doc-insight is an agent published in the GitHub repository zeweihan/aiworkdeck (151 stars, last pushed 28d ago), licensed AGPL-3.0. It adds 108 tokens to every session and 15,085 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Documents Legal and compliance RAG and vectors ai-agents document-ai legal-ai legaltech mcp

doc-insight next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
doc-insightzeweihan/aiworkdeck	Agent	151	28d ago	AGPL-3.0	A	108	Claude Code
document-table-agentishwarjha/legalant	Agent	6	6mo ago	MIT	A	40	Claude Code
file-library-agentishwarjha/legalant	Agent	6	6mo ago	MIT	A	39	Claude Code
termsjeremylongshore/tons-of-skills-marketplace	Agent	2.9k	yesterday	MIT	A	59	Claude Code
lahdetarkastajaakunikkola/claude-for-legal-finland	Agent	115	26d ago	MIT	A	140	Claude Code
trade-documentation-specialist5throck/ai-workspace-standards	Agent	25	yesterday	AGPL-3.0	A	97	Claude Code
governance-enforceroscal-compass-lab/compliance-trestle-skills	Agent	18	3mo ago	Apache-2.0	A	94	Claude Code

aiworkdeck: Agent for Claude Code