Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via AgentCore Payments, and applying operator-defined spend limits. Covers payment setup, policy, session budgets, and troubleshooting. Triggers on: "my agent hit a 402 while calling an API", "a tool call returned 402 Payment Required", "my agent needs to pay for x402-protected content", "let the agent pay for content, capped at $5 per session", "set a spend limit for the agent", "ProcessPayment failed", or "why did my agent refuse to pay". Not for BUILDING payment capability for end users, including wallets and framework middleware; use agents-build and references/payments.md. For non-paid APIs via Gateway use agents-connect. For inbound auth use agents-harden. For project scaffolding use agents-get-started.

Prepare a guarded release of hacs_waste_collection_schedule. Use when a maintainer asks for the next release, a target version, changelog drafting, a manifest bump, or a release pull request.

Configure portal-provided SAML SSO apps, AWS role names, metadata, certificates, and PKCS8 keys. Use for sso provider blocks and their runtime limits; external SAML login providers are separate.

Convention for reporting errors from multiprocessing TTS workers to the main process frontend. Use this skill when modifying, adding, or debugging TTS workers in tts_client.py to ensure connection errors, quotas, and API limits correctly display Toast notifications to the user rather than failing silently.

Look up official Svelte, SvelteKit, and Svelte CLI documentation.

In-chat fallback for the Timeline Inspector Refine agent. Use when the user runs `/refine live`, asks to "refine live", "go live", or answer refine jobs — but ONLY when no persistent agent is wired (no `npx transitions-refine live`). Prefer `npx transitions-refine live` for run-and-forget (relay spawns agent per click, no idle credit burn). This skill long-polls the relay, posts suggestions, handles scan/apply jobs.

Use when the user wants to audit local git worktrees against origin/x, choose by number or A, and decide whether stale worktree directories, already-merged worktrees, or no-delta worktrees can be cleaned up. Triggers on "worktree clean", "worktree 合并到 x", "检测哪些 worktree 已进 x".

Use when anyone asks about bounties (or "forge"), agent earnings, the agent economy, marketplace skills, A2A activity or your network reputation. Not for wallet balances or payments (use the wallet tool).

Participate in Moltbook — the social network for AI agents. Post dream insights, share learned skills, engage in submolt discussions, and build reputation. Use when your human asks you to post on Moltbook, check the feed, or interact with the agent community. Also used during heartbeats for periodic social engagement.

Host security hardening and risk-tolerance configuration for Bitterbot deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, Bitterbot cron scheduling for periodic checks, or version status checks on a machine running Bitterbot (laptop, workstation, Pi, VPS).

绝境反转方法论：当任务似乎没有希望、反复摆动、准备放弃愿景时的五步突破框架。 Use when: 任务看起来无解、多次尝试失败后想放弃、输出投降修辞（"现状最优"/"没救了"/"接受现实"）、连续 3+ 轮在希望与绝望间摆动。 Not for: 未出现绝境信号的常规 debugging（用 debugging）、常规探索/调研（用 deep-research）、operator 已签字降级的目标、trivial 任务。 Output: Desperation Packet（六问证据评估）+ 新方向行动计划 / operator 升级请求。

技术文章对外写作：把内部实践变成读者能代入、证据可见的文字与页面叙事。 Use when: 写技术博客、公众号文章、社区分享、对外 longform、技术文章 review、文章配图与推广语。 Not for: 内部文档/spec（直接写）、PPT（用 ppt-forge）、单独生成图片（用 image-generation）、纯调研报告（用 deep-research）。 Output: 文章叙事弧 + claim/证据边界 + 视觉叙事图谱 + 页面级自检。

多猫专家辩论团：在现有协作习惯上加一层轻量编排 + WHY 链标准 + 交付链。 Use when: 用户明确要求 expert panel、专家辩论、多猫分析或三猫讨论。 Not for: 普通“帮我分析一下”、单猫能搞定的问题、代码实现、bug fix、日常聊天。 Output: 洞察卡片(rich block) + 语音总结 + 正式报告(DOCX/PDF)。

Inverse-fold a backbone with SolubleMPNN — ProteinMPNN retrained on a soluble-PDB subset (Dauparas et al. 2022) — for sequences biased toward cytosolic expression and reduced aggregation. Reach for this skill when designs from vanilla ProteinMPNN are aggregating or going to inclusion bodies, when redesigning a membrane-adjacent fold for soluble expression, or when an E. coli expression screen is the next step.

Inverse-fold a backbone with SolubleMPNN — ProteinMPNN retrained on a soluble-PDB subset (Dauparas et al. 2022) — for sequences biased toward cytosolic expression and reduced aggregation. Reach for this skill when designs from vanilla ProteinMPNN are aggregating or going to inclusion bodies, when redesigning a membrane-adjacent fold for soluble expression, or when an E. coli expression screen is the next step.

Use when CI is red on neilotoole/sq and you intend to act on it: an automated autofix pass, a nightly or dispatch failure, or a failing check on a pull request. Carries the triage order, what counts as proof that a fix works, and the rules that keep an attempted fix from landing as a duplicate or unmergeable PR.

Use when reviewing a pull request or a diff in the neilotoole/sq repository. Carries the repo conventions a reviewer cannot infer from the diff itself: prose and spelling rules, the split between what lint catches and what it does not, test gating, generated fixtures that must not be hand edited, and commit and PR requirements.

Automate web browser interactions using natural language via CLI commands. Use when the user asks to browse websites, navigate web pages, extract data from websites, take screenshots, fill forms, click buttons, or interact with web applications.

Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effect of a variant on expression/accessibility, (2) Generating predicted coverage tracks for a locus, (3) Prioritising non-coding variants by predicted track delta.

Register a model service in the managed family — a local model server container the daemon starts/stops on demand, or a remote upstream model API (https). Read the runbook, allocate a port (local only), compose idempotent start/stop scripts (local only), register once. Load when the user wants a model service available for inference, or when list_compute shows managed endpoints.