muratcankoylan

muratcankoylan/Agent-Skills-for-Context-Engineering

Plugin Claude Code

Plugin marketplace listing 1 plugin: context-engineering.

muratcankoylan/Agent-Skills-for-Context-Engineering

Instructions file CodexOpenCode

Instructions for muratcankoylan/Agent-Skills-for-Context-Engineering, covering agents.md, learned user preferences, learned workspace facts and repository operating defaults.

muratcankoylan/Agent-Skills-for-Context-Engineering

Instructions file

Instructions for muratcankoylan/Agent-Skills-for-Context-Engineering, covering claude.md, project overview, repository structure, build & test commands and top-level deterministic gates (run on every pr via ci).

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, evaluating, or debugging agent systems that require effective context management and reliable operating loops.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used for book-to-SFT pipelines: ePub extraction, literary segmentation, author-voice dataset construction, style-transfer training, LoRA workflows, and model evaluation for voice replication.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used for personal operating-system workflows: content creation, voice consistency, relationship lookup, meeting preparation, weekly review, goal tracking, personal brand management, and network management.

muratcankoylan/Agent-Skills-for-Context-Engineering

Agent

Automation scripts and agent helpers for the Digital Brain. Use these scripts for recurring tasks, summaries, and maintenance.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

Debug and optimize AI agents by analyzing reasoning traces, context degradation, tool confusion, instruction drift, repeated task failures, and performance regressions.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls.

muratcankoylan/Agent-Skills-for-Context-Engineering

Agent

Agents are reusable AI components with defined capabilities, tools, and instructions.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration, evaluator bias mitigation, confidence scoring, and automated quality assessment.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies, and neuro-symbolic AI integration.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve decisions, files, risks, and next actions.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion, attention-pattern issues, and agent performance degradation caused by accumulated or conflicting context.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped attention curve, why context quality matters more than quantity, and the mental models needed to interpret every other…

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning, token-cost reduction, retrieval scoping, and extending effective context capacity without lowering answer quality.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and outcome measurement for agent pipelines.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup policies for context stored outside the prompt.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs, novelty gates, pruning, rollback, PR preparation, and human approval boundaries.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools, session persistence, multiplayer collaboration, self-spawning agents, or Modal-style sandboxes.

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens", "cross-agent memory without summarization", or discusses Attention Matching compaction, recursive language models with workers…

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when writing, enhancing, or evaluating the launch prompt for a long-running autonomous agent or a parallel multi-agent orchestration attacking a hard problem: pseudo-formal task briefs that define terms and an exact success predicate linguistically, enumerate non-counting outcomes, set…

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal validity, graph or vector retrieval, memory consolidation, and memory benchmark selection. Route file-backed scratchpads to filesystem-context, handoff summaries to…

muratcankoylan/Agent-Skills-for-Context-Engineering

Skill Claude CodeCodex

This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple agents are justified.