# zhjai > Open-source publisher. Listings imported from github.com/zhjai — credited to the original author with their license. - **Listings:** 11 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/zhjai - **Website:** https://github.com/zhjai ## Published listings - [Resume Context](https://agentstack.voostack.com/l/skill-zhjai-agent-lessonbook-resume-context) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-lessonbook-resume-context` Use at the start or resume of any task (especially long or multi-session tasks) to load the lessonbook before acting — read the read-only control rules and approved lessons plus the task's working state, and surface the active constraints for this run. Use when starting/resuming work, picking up a long task, or when continuity across sessions matters. Do not use for one-shot factual lookups with… - [Groundcheck](https://agentstack.voostack.com/l/skill-zhjai-groundcheck-groundcheck) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-groundcheck-groundcheck` Use when the user wants to fact-check, verify, or ground existing content — checking generated text, an answer, a report, RAG output, documentation, or code for fabricated or unsupported claims. Triggers on requests like "verify these claims", "check for hallucinations", "are these citations / numbers / APIs real", "fact-check this before I publish", or "is this actually supported by the source".… - [Deliberative Analysis](https://agentstack.voostack.com/l/skill-zhjai-agent-arena-deliberative-analysis) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-arena-deliberative-analysis` Use when comparing non-trivial options or making a design/architecture/experiment/product/research/strategy decision with real tradeoffs, unclear criteria, or commitment risk, and the user says things like "比较一下 A 和 B", "还有别的方案吗", "方案的利弊/权衡是什么", "这样设计好不好", "换个角度", "深入分析", "review my plan", "compare A vs B vs A+B", "what are the alternatives", "what are the tradeoffs", "is this the right approach"… - [Correction Capture](https://agentstack.voostack.com/l/skill-zhjai-agent-lessonbook-correction-capture) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-lessonbook-correction-capture` Use the moment evidence appears that should influence FUTURE execution and would be wrong for the worker to treat as authority on its own — a user correction/clarification ("actually…", "you skipped X again"), exposed drift (a check fails, a miss is pointed out), a proven repo pitfall, a "never do X" constraint, or an authority-relevant architecture constraint. Record it to the task's correction… - [Goal Compile](https://agentstack.voostack.com/l/skill-zhjai-agent-completion-gate-goal-compile) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-completion-gate-goal-compile` Use when the user sets a substantial, multi-step or long-running goal/task — naturally phrased, no prefix needed: "设计goal: ...", "goal: ...", "我的目标是...", "帮我完成这个任务/目标", "help me build/implement X", "做一个X". For work that produces a user-visible artifact (feature, page, report, export, copy/文案, schema, release, migration, experiment) — short length does not exempt it — or spans multiple files/steps… - [Grill All](https://agentstack.voostack.com/l/skill-zhjai-grill-all-grill-all) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-grill-all-grill-all` Use when stress-testing a coding plan or design and the right answers may come from the human, project docs, codebase, or the web. - [Shipping Skills](https://agentstack.voostack.com/l/skill-zhjai-shipping-skills-shipping-skills) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-shipping-skills-shipping-skills` Use when the user wants to package, publish, ship, or distribute an Agent Skill to GitHub — structuring the repo, getting the frontmatter spec-compliant, naming for discoverability, releasing with tags, pre-publish review, and getting it listed (skills.sh, directories). Complements an authoring/skill-creator skill (which writes the SKILL.md body); this takes a ready skill to a discoverable, publi… - [Agent Arena](https://agentstack.voostack.com/l/skill-zhjai-agent-arena-agent-arena) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-arena-agent-arena` Use when the user asks for a second opinion, independent/heterogeneous review, architecture red-team, cross-model critique (Codex/Claude/GLM/DeepSeek/Qwen/Kimi), review my plan, challenge this design, evidence-checked code/PR review, or multi-agent critique of a high-stakes plan, design, research claim, or bug root-cause. Not for simple lookups, formatting, or low-stakes tasks. On error_max_turns… - [Completion Audit](https://agentstack.voostack.com/l/skill-zhjai-agent-completion-gate-completion-audit) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-completion-gate-completion-audit` Use before declaring a long, multi-stage, or artifact-producing task done — prepare a completion CANDIDATE (not a completion). Enumerate touched user-visible surfaces, reconcile thread expectations against the plan, gather real evidence paths, and run the external gate; any uncovered surface, failed check, or review item forces blocked. Use at task wrap-up for long/high-stakes work. Do not use to… - [Completion Gate Init](https://agentstack.voostack.com/l/skill-zhjai-agent-completion-gate-completion-gate-init) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-completion-gate-completion-gate-init` Use when the user asks to set up / install / initialize the completion gate in their project (e.g. "set up the completion gate", "add the completion gate to this repo"). Runs the bundled deterministic scaffolder (scripts/init.sh) to create gate/, control/, state/, and a CI workflow, then tells the user what THEY must protect. Does NOT make the gate authoritative — branch protection + CODEOWNERS a… - [Lesson Propose](https://agentstack.voostack.com/l/skill-zhjai-agent-lessonbook-lesson-propose) — Skill · Free · security-reviewed — `agentstack add skill-zhjai-agent-lessonbook-lesson-propose` Use at task wrap-up, after a mistake, or on a postmortem to turn the correction journal and observations into review PROPOSALS — classify each candidate lesson by target tier (working-only / approved-lesson / policy / gate-candidate) and write a proposal note, without self-approving. Use when wrapping up, after something went wrong, or when a correction should persist. Do not grant a lesson autho… --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.