io.github.kelvin-ling/collectsea

repo:https://github.com/kelvin-ling/collectsea

Find real software, security and AI-agent failures that resemble your design, with safeguards.

transport:: remote
credential class:: open
repo:: https://github.com/kelvin-ling/CollectSEA

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Tools

analyze_design
Profile a proposed feature, system or AI-agent workflow and return documented incidents from systems that behaved similarly, their failure patterns, and the safeguards to build in. Use before writing code for anything that moves money, deletes data, changes permissions, runs code, or acts on external content.
shallow
analyze_existing_app
Analyze an existing app using observed behavior, README, architecture notes, configuration or source snippets. Provide a public GitHub repository_url to import selected context, or inspect a private repository locally and submit relevant text. Code is never executed and the running app is not scanned. Returns source context, behavior signals, historical precedents and safeguards to verify.
shallow
get_incident
Full record for one incident by ID (e.g. SEA-POST-005): what happened, source, failure pattern, safeguards and review status.
shallow
get_safeguards
Return ready-to-save rules (AGENTS.md by default; also CLAUDE.md, Cursor rule or Copilot instructions) for a proposed design, each rule citing the incidents behind it.
shallow
list_failure_patterns
The 14 recurring failure patterns with triggers, warning signs and engineering principles.
shallow
search_incidents
Keyword search over documented incidents and security advisories (company, technology, CVE, failure mode). Returns titles, summaries, evidence labels and URLs.
shallow

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