trend-analysis

trend-analysis is a skill for Claude Code, Codex from awslabs/agentcore-samples. It costs 21 tokens per session (385 once invoked), scanned A, original, Apache-2.0.

A stock-market analysis workflow that examines price, trading volume, sector performance, and recent news to classify whether a stock is moving up, down, or sideways.

In plain words
What is it for?
Use it to review stock momentum, estimate nearby support and resistance levels, and produce a structured trend report with a confidence rating.
Why use it?
It turns several market signals into one consistent view, reducing the need to gather and compare them manually.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/awslabs/agentcore-samples/trend-analysis
Any agent
npx skills add awslabs/agentcore-samples --skill trend-analysis
Clone the repo
git clone --depth 1 https://github.com/awslabs/agentcore-samples

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 trend-analysis

README.md
[![agentmods](https://agentmods.dev/badge/skills/awslabs/agentcore-samples/trend-analysis.svg)](https://agentmods.dev/skills/awslabs/agentcore-samples/trend-analysis)
Your own site
<a href="https://agentmods.dev/skills/awslabs/agentcore-samples/trend-analysis"><img src="https://agentmods.dev/badge/skills/awslabs/agentcore-samples/trend-analysis.svg" alt="Measured on agentmods" height="20"></a>
Per session 21 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 385 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00021 $0.00385
Opus 5 $0.00010 $0.00192
Sonnet 5 $0.00004 $0.00077
Haiku 4.5 $0.00002 $0.00038

Measured 4d ago against content hash 8184b68a91e0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

trend-analysis 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 4d 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.

02-use-cases/01-conversational-agents/market-trends-agent/skills/trend-analysis/SKILL.md · 40 lines

What it actually says

Trend Analysis Skill

Use this skill when a user asks about price trends, momentum, technical analysis, or whether a stock is trending up or down.

Required workflow

  1. Retrieve current stock data using get_stock_data for each symbol in the request.
  2. Retrieve sector data for the stock's sector using get_sector_data.
  3. Search for recent news affecting the stock using search_news with the stock's sector.
  4. Evaluate momentum: classify the trend as Uptrend, Downtrend, or Sideways based on:
    • Daily price change direction and magnitude
    • Sector trend (outperforming / underperforming / neutral)
    • News sentiment (positive / negative / mixed)
  5. Identify key support level: approximate as price × 0.95 (−5% from current).
  6. Identify key resistance level: approximate as price × 1.05 (+5% from current).
  7. Assign a confidence score (Low / Medium / High) based on alignment across price, sector, and news signals.
  8. Output a structured Trend Analysis Report with: symbol, current price, trend direction, momentum signal, key levels, and confidence.

Output Format

Trend Analysis: {SYMBOL}
  Price       : ${price}  ({change_pct:+.2f}% today)
  Trend       : {Uptrend | Downtrend | Sideways}
  Momentum    : {signal description}
  Support     : ${support}
  Resistance  : ${resistance}
  Confidence  : {Low | Medium | High}
  Summary     : {1-2 sentence rationale}
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. 4d ago First seen · 40 lines · 21 tokens per session scan A 8184b68a91e0

Subscribe to this mod's changes

trend-analysis is a skill published in the GitHub repository awslabs/agentcore-samples (3,326 stars, last pushed yesterday), licensed Apache-2.0. It adds 21 tokens to every session and 385 once invoked, about $0.0001 per session on Opus 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.