@affaan-m
Compute Trading Lead @ Jump Trading | prev. founded The Agentic Desk for Compute @Ito-Markets (acq.) | built ECC @ECC-Tools (272k+ stars)
325 skills1 repository 285.9K
Turn unclear feature requests or high-impact changes into acceptance criteria: observable conditions for judging completion. Define scope, assumptions, risks, and verification methods, or review an existing specification so another agent or team can implement it with clearer requirements.
Build or review FastAPI applications using examples for project structure, input validation, authentication, permission checks, and asynchronous processing. Organize database updates in a separate business logic layer and test API behavior with httpx and pytest.
Write and review Java services using conventions for naming, immutable data, exception handling, project structure, and tests. Detects Spring Boot or Quarkus from build files and applies the relevant framework rules.
Plan or troubleshoot a home network or small home lab. Clarifies router, switch, and Wi-Fi access point roles, then covers cabling, IP address ranges, automatic address assignments, and local names to support stable connections and future expansion.
Add on-device language model features to iOS 26+ apps with Apple's FoundationModels framework. Covers text generation, summarization, extracting data into Swift types, calling custom app functions, and progressively updating screens as responses are generated.
Turn lessons from complex tasks, debugging, failures, or rollbacks into short learning entries. Capture the root cause, a reusable action, and a recognizable signal, then merge examples that share a cause with existing notes.
Turn repeated local Hermes workflows into reusable ECC skills and release materials. Remove private data, credentials, account names, and local paths, then document public inputs, expected outputs, and remaining risks before sharing.
Split a home network into VLANs, separate logical networks for trusted devices, IoT, servers, and guests. Plan switch ports, Wi-Fi network mapping, and firewall rules using UniFi, pfSense/OPNsense, or MikroTik.
Set up WireGuard remote access to a home network from phones and laptops. Covers server configuration, device keys, troubleshooting, and choosing whether only home network traffic or all internet traffic passes through the VPN.
Create monitoring dashboards for Grafana, SigNoz, and similar platforms. Choose metrics around operational questions, organize panels by purpose, and define clear titles, units, filters, and thresholds to help operators assess health and bottlenecks.
Write, review, and refactor modern C++ using the C++ Core Guidelines. Covers type safety, automatic resource cleanup, class design, exceptions, concurrency, and naming conventions, with examples and a checklist for identifying unsafe or inconsistent code.
Coordinate parallel AI agent sessions with dmux, a tool that manages terminal panes. Split development, research, testing, or review into separate tasks, isolate overlapping file changes, and review results before merging them.
Documents a legacy workflow for extracting reusable solutions from Claude Code sessions and saving them as learned skills. Useful for reviewing existing setups and extraction settings; this version is deprecated in favor of continuous-learning-v2.
Define success criteria before AI coding, then assess new capabilities and check that existing behavior still works using code, rules, models, or human review. Track repeated-attempt success metrics and reports to compare prompt changes, agent changes, or model versions.
Review Django authentication, permissions, input handling, and production settings. Use concrete configuration and code examples to address malicious queries, unwanted requests, injected scripts, unsafe uploads, and API access, alongside secret management and security logging.
Find current web information, code examples, and company or professional profiles through Exa. Separate general research from searches for API documentation and sample code to gather material relevant to the task.
Check learning-log timestamps, free disk space, and shortcut-related phrases before Claude Code ends a session. A Stop hook, which runs when the agent tries to finish, warns or blocks completion according to configured rules without using AI judgment.
Audit Claude Code agents, skills, rules, and MCP tool configurations to estimate how much space they consume in the model's context. Identifies oversized and overlapping components, then ranks recommendations by potential token savings.
Prevent token balances and values from being scaled incorrectly across EVM blockchains. Look up each token's decimal places at runtime, cache them by chain and address, and use precise arithmetic with consistent units.
Build or review Django applications using examples for project structure, APIs, database access, and caching. Apply patterns for separating settings and business logic, validating requests, and reducing repeated database queries.
Find bottlenecks in large data transfers, imports, transformations, and historical data catch-up. Benchmark alternative processing methods, turn the fastest correct approach into a repeatable workflow, and verify file counts, row counts, and timestamps after execution.
Write or review Dart and Flutter apps with practical patterns for state management, navigation, networking, error handling, and tests. Use code examples to handle missing values, organize widgets, and connect login status to routing.
Find the ECC command sequence for a development task, including the order to run commands and when to stop. It reads current command files, groups related workflows, and provides guidance without executing them.
Design continuous agent workflows with quality checks, evaluations, and recovery controls. Helps choose a loop pattern for the task and define how to pause, audit, narrow scope, and retry when work stalls or fails.
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