What is chain-report?

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

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

It gives accumulated research a consistent structure instead of leaving it as separate, hard-to-read outputs.

chain-report — Skill for Claude Code and Codex by ivanyinjc-blip

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.

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.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00050	$0.04811
Opus 5.5	$0.00020	$0.01924
Sonnet 5.5	$0.00010	$0.00962
Haiku 4.5	$0.00005	$0.00481

Measured 2mo ago against content hash e99018fe9f93, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 2mo 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

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.

2mo 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 (12 stars, last pushed 4mo ago), with no licence file. It adds 50 tokens to every session and 4,811 once invoked, about $0.0002 per session on Opus 5.5. 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.

Research Writing and docs chain-research china-stocks claude-skills cycle-analysis investing

chain-report next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
chain-reportivanyinjc-blip/industry-chain-research	Skill	12	4mo ago	none	A	50	Claude Code, Codex
exploratory-data-analysisK-Dense-AI/scientific-agent-skills	Skill	56k	5d ago	MIT	A	83	Claude Code
webhook-managementhoangsonww/Claude-Code-Agent-Monitor	Skill	1.1k	yesterday	MIT	A	56	Claude Code, Codex
gesellschaftsrechtliche-satzungen-agbKlotzkette/claude-fuer-deutsches-recht	Skill	1.8k	yesterday	Apache-2.0	A	69	Claude Code
accessibility-patternsvibeeval/vibecosystem	Skill	539	2d ago	MIT	A	24	Claude Code, Codex
design-reviewjezweb/claude-skills	Skill	1.1k	28d ago	MIT	A	108	Claude Code
react-patternsjezweb/claude-skills	Skill	1.1k	28d ago	MIT	A	110	Claude Code

chain-report

Getting it into your agent

Wrote this? Show the measurements

What it costs to keep this loaded

Grade A, and why

Runs shell commandslowCapability

The source is not reproduced here

No licence file

What ships with it

What this file has done since we first saw it

chain-report compared with skills from other repositories