gangtise-copilot

gangtise-copilot is a skill for Claude Code, Codex from daymade/claude-code-skills. It costs 90 tokens per session (5,647 once invoked), scanned A, original, MIT.

An installer and diagnostic tool for Gangtise, a Chinese investment-research data service. It installs the service's official skill set, configures access credentials, and checks whether the connection works.

In plain words
What is it for?
Setting up Gangtise skills, configuring an access key and secret key, installing its data and research tools, and running health checks.
Why use it?
It groups installation, credential setup, and troubleshooting in one workflow. This helps identify access problems such as invalid tokens before using the research tools.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: reads .claude/ paths; names the AskUserQuestion tool; mentions Claude Code.

Part of the daymade-financial plugin — 8 skills shipped together

Good fit Setting up Gangtise skills, configuring an access key and secret key, installing its data and research tools, and running health checks.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/daymade/claude-code-skills/gangtise-copilot
About the project

Claude Code Skills Marketplace is a collection and marketplace of skills, plugins, agents, and instructions that extend Claude Code with specialized development workflows. It is for developers who want to install existing workflows or create, validate, and package their own Claude Code skills.

daymade/claude-code-skills · 1,385 stars · on GitHub

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 daymade/claude-code-skills --skill gangtise-copilot
Clone the repo
git clone --depth 1 https://github.com/daymade/claude-code-skills

Made for: Claude Code, Codex.

Or install daymade-financial, the plugin that ships this one along with the rest of its 8 skills.

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 gangtise-copilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/daymade/claude-code-skills/gangtise-copilot/github.svg)](https://agentmods.dev/skills/daymade/claude-code-skills/gangtise-copilot)
Your own site
<a href="https://agentmods.dev/skills/daymade/claude-code-skills/gangtise-copilot"><img src="https://agentmods.dev/badge/skills/daymade/claude-code-skills/gangtise-copilot/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 gangtise-copilot

Your own site · 80×15
<a href="https://agentmods.dev/skills/daymade/claude-code-skills/gangtise-copilot"><img src="https://agentmods.dev/badge/skills/daymade/claude-code-skills/gangtise-copilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,647 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. Third-party audits
  • Socket warn 18 May 2026
  • Snyk fail 18 May 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 4 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Rogue Agent · line 26
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Data Exfiltration · line 29
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Agent Snooping · line 78
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Rogue Agent · line 254
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
Origin original 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 $0.00090 $0.05647
Opus 5 $0.00045 $0.02823
Sonnet 5 $0.00018 $0.01129
Haiku 4.5 $0.00009 $0.00565

Measured yesterday against content hash 75d13452e553, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

gangtise-copilot 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 yesterday.

The scan reads SKILL.md. This mod also ships 5 executable files (scripts/classify_response.py, scripts/configure_auth.sh, scripts/diagnose.sh, …), 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

import urllib.request, json, base64, os
daymade-financial/gangtise-copilot/SKILL.md · 371 lines

How it starts

The opening of the file, as written. The whole thing — 371 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Gangtise Copilot

One-command installer, credential configurator, and diagnostic layer for the full Gangtise (岗底斯投研) OpenAPI skill suite.


🚀 One-shot installation (complete flow)

This is the only section you need to read to go from zero to fully working Gangtise. Follow steps in order.

Step 1 — Download this skill to your agent's skills directory

Primary method (git clone):

git clone --depth 1 https://github.com/daymade/claude-code-skills.git /tmp/gangtise-repo
cp -r /tmp/gangtise-repo/daymade-financial/gangtise-copilot <your-agent-skills-dir>/

Fallback method (when git clone times out or is unavailable — use GitHub API directly):

# Python one-liner to download and write any file from GitHub:
import urllib.request, json, base64, os
def fetch_github_file(repo_path, local_path):
    url = f"https://api.github.com/repos/daymade/claude-code-skills/contents/{repo_path}"
    req = urllib.request.Request(url, headers={"User-Agent": "Mozilla/5.0"})
    d = json.loads(urllib.request.urlopen(req, timeout=20).read())
    content = base64.b64decode(d["content"]).decode("utf-8")
    os.makedirs(os.path.dirname(local_path), exist_ok=True)
    open(local_path, "w").write(content)
    return len(content)

# Download all files:
for path, local in [
    ("daymade-financial/gangtise-copilot/SKILL.md",                         "<skills-dir>/gangtise-copilot/SKILL.md"),
    ("daymade-financial/gangtise-copilot/scripts/install_gangtise.sh",      "<skills-dir>/gangtise-copilot/scripts/install_gangtise.sh"),
    ("daymade-financial/gangtise-copilot/scripts/configure_auth.sh",        "<skills-dir>/gangtise-copilot/scripts/configure_auth.sh"),
    ("daymade-financial/gangtise-copilot/scripts/diagnose.sh",              "<skills-dir>/gangtise-copilot/scripts/diagnose.sh"),
    ("daymade-financial/gangtise-copilot/scripts/classify_response.py",     "<skills-dir>/gangtise-copilot/scripts/classify_response.py"),
    ("daymade-financial/gangtise-copilot/references/installation_flow.md",   "<skills-dir>/gangtise-copilot/references/installation_flow.md"),
    ("daymade-financial/gangtise-copilot/references/credentials_setup.md",    "<skills-dir>/gangtise-copilot/references/credentials_setup.md"),
    ("daymade-financial/gangtise-copilot/references/skill_registry.md",       "<skills-dir>/gangtise-copilot/references/skill_registry.md"),
    ("daymade-financial/gangtise-copilot/references/known_issues.md",         "<skills-dir>/gangtise-copilot/references/known_issues.md"),
    ("daymade-financial/gangtise-copilot/references/best_practices.md",       "<skills-dir>/gangtise-copilot/references/best_practices.md"),
    ("daymade-financial/gangtise-copilot/config-template/authorization.json.example", "<skills-dir>/gangtise-copilot/config-template/authorization.json.example"),
]:
    size = fetch_github_file(path, local)
    print(f"OK {path} → {local} ({size} bytes)")

Read the full file on GitHub · 371 lines

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. yesterday Changed · +1 lines 75d13452e553
  2. 10d ago First seen · 370 lines · 90 tokens per session scan A 92a94de5df78

Subscribe to this mod's changes

gangtise-copilot is a skill published in the GitHub repository daymade/claude-code-skills (1,385 stars, last pushed today), licensed MIT. It adds 90 tokens to every session and 5,647 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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