Use an evidence-backed expert-council workflow to investigate how leading companies, recognized practitioners, open-source ecosystems…
Add, review, or migrate AWS integrations in server-side Swift using Soto as the standard SDK, with one shared AWSClient per application or…
Merge multiple SOUL.md files into a composite persona for team-level agents or multi-perspective characters
Detects and alerts on prompt injection backdoors in agent identity files (SOUL.md) — runs as a startup check or background watcher.
Validate a SOUL.md file against community best practices and quality criteria
Registering sound marks and motion marks for jingles and animations: Fashion house wants to protect jingle or logo animation.
Analyze data source characteristics including update frequency, volume patterns, and schema stability.
Use when an AI coding agent is guessing API names or framework behavior from incomplete docs.
Start NanoClaw v2 — ECC's persistent, zero-dependency REPL with model routing, skill hot-load, branching, compaction, export, and metrics.
Fix C++ build errors, CMake issues, and linker problems incrementally.
Enforce TDD workflow for C++. Write GoogleTest tests first, then implement. Verify coverage with gcov/lcov.
Orchestrate parallel Codex agents via Codex DevFleet — plan projects from natural language, dispatch agents in isolated worktrees, monitor…
Generate and run end-to-end tests with Playwright.
Analyze instincts and suggest or generate evolved structures
Fix Go build errors, go vet warnings, and linter issues incrementally.
Comprehensive Go code review for idiomatic patterns, concurrency safety, error handling, and security.
Export instincts from project/global scope to a file
Import instincts from file or URL into project/global scope
Show learned instincts (project + global) with confidence
Fix Kotlin/Gradle build errors, compiler warnings, and dependency issues incrementally.
Enforce TDD workflow for Kotlin. Write Kotest tests first, then implement. Verify 80%+ coverage with Kover.