chain-report

chain-report is a skill for Claude Code, Codex from ivanyinjc-blip/industry-chain-research. It costs 50 tokens per session (4,811 once invoked), scanned A, original, no licence file.

A report-structure step for industry-chain research, written in Chinese. It turns the results from four earlier sections into a readable research report.

In plain words
What is it for?
It is for creating a report after the chain-analysis step has produced an analysis.md file.
Why use it?
It gives accumulated research a consistent structure instead of leaving it as separate, hard-to-read outputs.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit It is for creating a report after the chain-analysis step has produced an analysis.md file.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ivanyinjc-blip/industry-chain-research/chain-report
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ivanyinjc-blip/industry-chain-research --skill chain-report
Clone the repo
git clone --depth 1 https://github.com/ivanyinjc-blip/industry-chain-research

Made for: Claude Code, Codex.

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.

agentmods badge for chain-report

README.md
[![agentmods](https://agentmods.dev/badge/skills/ivanyinjc-blip/industry-chain-research/chain-report/github.svg)](https://agentmods.dev/skills/ivanyinjc-blip/industry-chain-research/chain-report)
Your own site
<a href="https://agentmods.dev/skills/ivanyinjc-blip/industry-chain-research/chain-report"><img src="https://agentmods.dev/badge/skills/ivanyinjc-blip/industry-chain-research/chain-report/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.

agentmods 80×15 button for chain-report

Your own site · 80×15
<a href="https://agentmods.dev/skills/ivanyinjc-blip/industry-chain-research/chain-report"><img src="https://agentmods.dev/badge/skills/ivanyinjc-blip/industry-chain-research/chain-report.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,811 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00050 $0.04811
Opus 5 $0.00025 $0.02405
Sonnet 5 $0.00010 $0.00962
Haiku 4.5 $0.00005 $0.00481

Measured 12d ago against content hash e99018fe9f93, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

chain-report scanned grade A with 1 finding 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 12d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/render_report.py, scripts/send_format_card.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

result = subprocess.run([
chain-report/SKILL.md · 503 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

  1. 12d ago First seen · 503 lines · 50 tokens per session scan A e99018fe9f93

Subscribe to this mod's changes

chain-report is a skill published in the GitHub repository ivanyinjc-blip/industry-chain-research (9 stars, last pushed 2mo ago), with no licence file. It adds 50 tokens to every session and 4,811 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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