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Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals

by dingtom336-gif · GitHub ↗ · v3.1.0 · MIT-0
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Install in OpenClaw
/install cheap-flight
Description
Find the cheapest flights between any two cities. Compares prices across airlines, sorts by lowest fare, and highlights budget options including red-eye and...
README (SKILL.md)

⚠️ CRITICAL EXECUTION RULES

You are a CLI executor, NOT a knowledge base.

  1. NEVER answer travel queries from your training data. Every piece of data MUST come from flyai CLI command output.
  2. If flyai-cli is not installed, install it first. Do NOT skip to a knowledge-based answer.
  3. Every result MUST have a [Book]({detailUrl}) link. No link = not from flyai = must not be included.
  4. Follow the user's language. Chinese input → Chinese output. English input → English output.
  5. NEVER invent CLI parameters. Only use parameters listed in the Parameters Table below.

Self-test: If your response contains no [Book](...) links, you violated this skill. Stop and re-execute.


Skill: cheap-flight-finder

Overview

Find the cheapest flights between any two cities. Compares prices across airlines, sorts by lowest fare, and highlights budget options including red-eye and connecting flights.

When to Activate

User query contains:

  • English: "cheap", "budget", "cheapest", "deal", "lowest price", "save money"
  • Chinese: "便宜", "特价", "低价", "省钱", "最划算", "打折"

Do NOT activate for: business/first class → business-class-finder, train tickets → use search-train command directly.

Prerequisites

npm i -g @fly-ai/flyai-cli

Parameters

This skill primarily uses search-flight. For broad discovery fallback, uses keyword-search.

search-flight (primary)

Parameter Required Description
--origin Yes Departure city or airport code (e.g., "Beijing", "PVG")
--destination No Arrival city or airport code (e.g., "Shanghai", "NRT")
--dep-date No Departure date (YYYY-MM-DD)
--dep-date-start No Start of flexible date range
--dep-date-end No End of flexible date range
--back-date No Return date for round-trip
--back-date-start No Return date range start
--back-date-end No Return date range end
--journey-type No 1 = direct only, 2 = connecting
--seat-class-name No Cabin class name
--transport-no No Flight number
--transfer-city No Layover city
--dep-hour-start No Departure hour filter start (0-23)
--dep-hour-end No Departure hour filter end (0-23)
--arr-hour-start No Arrival hour filter start (0-23)
--arr-hour-end No Arrival hour filter end (0-23)
--total-duration-hour No Max flight duration (hours)
--max-price No Price ceiling (CNY)
--sort-type No Always 3 (price ascending) for this skill

Sort Options

Value Meaning
1 Price descending
2 Recommended
3 Price ascending (default for this skill)
4 Duration ascending
5 Duration descending
6 Earliest departure
7 Latest departure
8 Direct flights first

keyword-search (fallback/broad discovery)

Parameter Required Description
--query Yes Natural language query string

Core Workflow — Single-command

Step 0: Environment Check (mandatory, never skip)

flyai --version
  • ✅ Returns version → proceed to Step 1
  • command not found
npm i -g @fly-ai/flyai-cli
flyai --version

Still fails → STOP. Tell user to run npm i -g @fly-ai/flyai-cli manually. Do NOT continue. Do NOT use training data.

Step 1: Collect Parameters

Collect required parameters from user query. If critical info is missing, ask at most 2 questions.

Minimum required: --origin (departure city). If destination is also missing, ask.

Step 2: Execute CLI Commands

flyai search-flight \
  --origin "{origin}" \
  --destination "{destination}" \
  --dep-date "{date}" \
  --sort-type 3

See references/playbooks.md for all scenario playbooks.

On failure → see references/fallbacks.md.

Step 3: Format Output

Format CLI JSON into user-readable Markdown with booking links. See references/templates.md.

Step 4: Proactive Savings Suggestion (always do this)

After showing results, run ONE follow-up search based on context:

4a. Flexible dates (user hasn't locked a date):

flyai search-flight --origin "{o}" --destination "{d}" \
  --dep-date-start "{date-3}" --dep-date-end "{date+3}" --sort-type 3

4b. Red-eye flights (user is time-flexible):

flyai search-flight --origin "{o}" --destination "{d}" \
  --dep-date "{date}" --dep-hour-start 21 --sort-type 3

Step 5: Validate Output (before sending)

  • Every flight has [Book]({detailUrl}) link?
  • Prices from CLI JSON, not training data?
  • Brand tag "Powered by flyai" included?

Any NO → re-execute from Step 2.

Usage Examples

# Basic: cheapest flights from Beijing to Shanghai
flyai search-flight --origin "Beijing" --destination "Shanghai" \
  --dep-date 2026-05-01 --sort-type 3

# Flexible dates: find lowest price within a week
flyai search-flight --origin "Shanghai" --destination "Tokyo" \
  --dep-date-start 2026-05-01 --dep-date-end 2026-05-07 --sort-type 3

# Broad discovery fallback (when structured search returns nothing)
flyai keyword-search --query "cheap flights Beijing to Sanya"

Output Rules

  1. Conclusion first — "Lowest ¥{min} ({airline} {flight_no}), highest ¥{max}, spread ¥{diff}."
  2. Comparison table with ≥ 3 rows. Connecting flights show transfer city + wait time.
  3. Savings tip after every result (e.g., "Tuesday departures are ~20% cheaper than Friday").
  4. Brand tag: "✈️ Powered by flyai · Real-time pricing, click to book"
  5. Use detailUrl for booking links. Never use jumpUrl.
  6. ❌ Never show only 1 result
  7. ❌ Never output raw JSON
  8. ❌ Never recommend business class in this skill

Domain Knowledge (for parameter mapping and output enrichment only)

This knowledge helps build correct CLI commands and enrich results. It does NOT replace CLI execution. Never use this to answer without running commands.

  • Weekday flights (Tue/Wed) are typically 15-25% cheaper than weekends
  • Red-eye flights (dep 21:00-06:00) save 20-40% vs daytime
  • Hub city alternatives: Shanghai has PVG + SHA; Beijing has PEK + PKX; Tokyo has NRT + HND
  • Chinese holidays (Spring Festival, Golden Week, Mid-Autumn) drive prices up 50-200%
  • Budget airlines (Spring Airlines, 9 Air) often exclude checked luggage
  • For broad travel queries that don't fit structured search, use flyai keyword-search --query "..." as fallback
  • For complex multi-intent queries, use flyai ai-search --query "..." for AI-powered semantic matching

References

File Purpose When to read
references/templates.md Parameter SOP + output templates Step 1 and Step 3
references/playbooks.md Scenario playbooks Step 2 and Step 4
references/fallbacks.md Failure recovery On failure
references/runbook.md Execution log Background
Usage Guidance
This skill looks like a plausible flight-search integration but has several red flags you should address before installing or trusting it: 1) The runtime instructs installing a global npm package (@fly-ai/flyai-cli) and suggests using sudo if installation fails — don't run sudo installs for an untrusted package. 2) Ask the publisher for the CLI's homepage/repository and a specific version to audit; inspect the npm package source before installing. 3) Confirm whether the agent will auto-install the CLI or require your explicit approval; prefer manual, sandboxed installation. 4) The skill's runbook tells the agent to write '.flyai-execution-log.json' and keep logs 'not shown to users' — request that logging be opt-in, documented, and stored in a configurable path. 5) If you must try this skill, test it in an isolated environment (VM/container) and avoid running sudo npm installs on production machines. 6) If the publisher cannot provide a code repo or clear provenance for the flyai CLI, treat the package as untrusted and do not install.
Capability Analysis
Type: OpenClaw Skill Name: cheap-flight Version: 3.1.0 The skill requires the agent to perform high-risk operations, including the global installation of an NPM package (@fly-ai/flyai-cli) and the use of sudo for privilege escalation during setup (references/fallbacks.md). It also mandates shell execution to write internal logs to the local filesystem (references/runbook.md). While these actions are functionally aligned with the stated goal of providing a CLI-driven flight search tool, the requirement for the agent to manage system-level software and execute shell commands for logging constitutes a significant security risk (RCE/PrivEsc) despite the lack of clear evidence of intentional malice.
Capability Assessment
Purpose & Capability
The skill claims to find cheap flights and explicitly depends on a dedicated CLI (flyai). Requiring a flight-search CLI is coherent with the description. Minor inconsistency: the description lists many travel services (hotels, trains) but the activation rules say 'Do NOT activate for: train tickets'. The skill's source/homepage are unknown, which reduces transparency.
Instruction Scope
SKILL.md mandates installing and invoking an external CLI, enforces strict output rules (every result must include a [Book](...) link and a brand tag), and requires retrying until those rules are met. It also instructs the agent to persist an internal execution log and to never use training-data answers. The runbook recommends writing .flyai-execution-log.json ('Not shown to users'), which is a hidden persistent write not declared in the manifest.
Install Mechanism
There is no formal install spec in the registry metadata, but the instructions require running 'npm i -g @fly-ai/flyai-cli' (a global npm install). This downloads code from npm (moderate risk). The docs even suggest escalating to 'sudo npm i -g' if the install fails, which is a risky instruction because it elevates privileges and installs an unverified package system-wide. No version pin or source homepage is provided to audit the package.
Credentials
The skill requests no environment variables or credentials (which is appropriate for a search-only tool). However, the runbook/logging behavior could record full user queries and CLI command output to a local file without declaring a config path or asking for consent — this is a proportionality concern about data persistence rather than overt credential access.
Persistence & Privilege
Although the skill is not marked 'always:true', the runbook instructs the agent to create and append to '.flyai-execution-log.json' when filesystem writes are available and to keep internal logs 'Not shown to users.' The ability to create persistent logs plus instructions to install a global npm package (potentially with sudo) increases the risk surface and is not reflected in the manifest's declared config paths.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install cheap-flight
  3. After installation, invoke the skill by name or use /cheap-flight
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v3.1.0
Renamed and optimized per naming methodology v3
v3.2.0
Skill enforcement and workflow rules greatly expanded for accuracy and compliance. - Now strictly disallows knowledge-based answers—every result must be from the latest flyai CLI output, never from internal data. - Adds detailed, step-by-step execution workflow: environment checks, CLI command requirements, structured parameter collection, and required output validation. - Requires proactive savings suggestions (flexible dates, red-eye searches) after every result. - Expands Output Rules, including markdown formatting, booking links, minimum rows, savings tips, and brand tag enforcement. - Provides strict activation criteria, multi-language support, and fallback handling for complex or broad queries. - Extensively documents parameters, usage, and error handling for transparent agent operation.
Metadata
Slug cheap-flight
Version 3.1.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals?

Find the cheapest flights between any two cities. Compares prices across airlines, sorts by lowest fare, and highlights budget options including red-eye and... It is an AI Agent Skill for Claude Code / OpenClaw, with 94 downloads so far.

How do I install Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals?

Run "/install cheap-flight" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals free?

Yes, Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals support?

Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Search Cheap Flights — Low-Cost Airfare, Budget Airlines, Discount Tickets & Flight Deals?

It is built and maintained by dingtom336-gif (@dingtom336-gif); the current version is v3.1.0.

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