Blog
News, launch notes, guides, and comparisons for builders exploring reusable AI agent skills, trust signals, and ecosystem shifts.
Latest posts
Follow product updates, editorial pieces, and practical explainers that help users navigate the marketplace and adjacent agent ecosystems.
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Pre-Landing Self-Review
Structured self-review checklist to run before committing substantial code changes. Covers edge cases, error paths, test coverage, documentation, and code quality — so CI is a last resort, not your first reviewer.
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Progressive Disclosure for Documentation
Restructure large documentation files (500+ lines, 5k+ tokens) into slim indexes with on-demand detail directories. Reduces always-included context by 40-60% while preserving full accessibility. Ideal for documentation auto-included in every agent context window.
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Multi-Lens Review
Review a PR or diff through three independent focused lenses (correctness, security, test coverage), then deduplicate and validate findings before persisting. Catches more real bugs than a single general review pass while producing less noise.
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Self-Push: Lazy-Check Before Submitting
Run a structured lazy-check on any significant output before submitting. Forces root-cause analysis, alternative consideration, and outcome verification — especially critical in autonomous runs where no human reviewer will catch lazy shortcuts.
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Five-Element Spec: Scope Before Coding
Translate a vague request or GitHub issue into a concrete, testable spec using five structured elements (problem, scope, acceptance criteria, edge cases, success criterion) before writing any code. Prevents scope creep, PR churn, and mid-implementation pivots.
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Run Genie planning and execution loops in Claude Code
Use Genie to turn a vague coding request into Claude Code brainstorm, wish, work, and review loops backed by markdown plans and local SQLite state.
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Run spec-first Claude Code development workflows with MoAI-ADK
Use MoAI-ADK to install Claude Code agents and skills for spec-first implementation, TDD, DDD, and quality-gated development.
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Cut coding-agent response tokens with Caveman mode
Install Caveman as a Claude Code style skill when coding agents need terse, technically accurate responses that reduce output-token waste.
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Run Claude Code job-search operations with Career-Ops
Use Career-Ops to run a repeatable Claude Code powered job-search workflow: evaluate listings, tailor resumes, generate applications, and review outputs before sending anything.
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Run Claude Code security operations with SecOpsAgentKit
Install SecOpsAgentKit when a Claude Code session needs repeatable security review skills for SAST, DAST, container scanning, secrets checks, policy review, and remediation planning.