AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Text File Read

  by @TokenRhythm

  Read a UTF-8 text file and emit its raw content on stdout. Tiny helper for meta-skills that need to round-trip an artefact through disk so the user can hand-edit it between steps (e.g. tweak script.txt during a review pause).…

• Title Card Image

  by @TokenRhythm

  Render a static title / ending card PNG with Pillow. Centered headline + optional subtitle on a solid-colour background. Uses managed or platform CJK fonts with glyph verification and fails actionably instead of rendering tofu.…

• History Explorer

  by @TokenRhythm

  Query the per-turn DecisionEntry log for skill co-occurrence patterns, meta-skill usage stats, and the router fixture corpus. Returns a JSON summary suitable for downstream LLM consumption. Used by meta-skill-creator's harvest…

• Nano Banana Pro

  by @TokenRhythm

  Generate or edit a single image via OpenRouter (google/gemini-3.1-flash-image-preview by default). Accepts a text prompt and optional --input-image for image-to-image editing. Trigger when the user asks for an AI image,…

• Srt From Script

  by @TokenRhythm

  Build an SRT subtitle file from a 3-shot short-drama script (ai-video-script OUTPUT FORMAT). Reads each SHOT_N block's DURATION_S + VOICEOVER, emits cumulative-timestamped SRT cues. Pure text-processing, no LLM, no network. Used…

• Subtitle Burner

  by @TokenRhythm

  Burn an SRT subtitle file into an MP4 via ffmpeg's subtitles filter (libass). Single-pass re-encode of video; audio copied as-is. Uses a verified managed Noto Sans CJK font when available. Used by meta-short-drama as the final…

• Short Drama Delivery Audit

  by @TokenRhythm

  Internal deterministic delivery gate for meta-short-drama. Verifies real-provider image/video receipts, parent-owned paid-submission dispositions, runtime fallback evidence, decodability, and content-versus-final duration with…

• Paper Source Readiness Gate

  by @TokenRhythm

  Deterministic early source-coverage gate for meta-paper-write. Stops drafting before expensive section generation when the curated, verifiable bibliography cannot meet the numeric citation target.

• Paper Length Gate

  by @TokenRhythm

  Deterministic artifact-backed manuscript readiness gate for meta-paper-write. Validates the workspace LaTeX artifact before compilation while leaving final page-count enforcement to compile_pdf.

• Awesome Webpage Image Download

  by @TokenRhythm

  Deterministic image downloader for AwesomeWebpageMetaSkill search results. Use as skill_exec to fetch candidate image URLs into the configured local project tree without sandboxed shell curl.

• Short Drama Review Normalizer

  by @TokenRhythm

  Internal deterministic consent gate for meta-short-drama. Normalizes draft review and post-revision confirmation replies, and fails closed before external image/video generation.

• Paper Citation Integrity Gate

  by @TokenRhythm

  Deterministic citation-count and provenance gate for meta-paper-write. Checks the citation_map summary against the numeric paper citation target without trusting an LLM verdict.

• Openrouter Video Generator

  by @TokenRhythm

  Generate or declare an OpenRouter video asset for AwesomeWebpageMetaSkill using a parent-leased Provider Settings connection and configured non-secret model/output values.

• Paper Quality Gate

  by @TokenRhythm

  Deterministic pre-compile gate for meta-paper-write. Enforces length/citation verdicts and rejects unsupported empirical-result claims when no user evidence was supplied.

• Paper Latex Sanitizer

  by @TokenRhythm

  Deterministically normalize safe LaTeX punctuation and replace unsupported forecast magnitudes with explicit placeholders before meta-paper-write publication gates run.

• Paper Delivery Summary

  by @TokenRhythm

  Deterministic final delivery summary for meta-paper-write. Reports only verified PDF compilation fields and the exact citation-map SUMMARY statistics.

• Paper Artifact Runtime

  by @TokenRhythm

  Internal cross-platform artifact persistence, assembly, citation-audit, and PDF compilation runtime for meta-paper-write.

• Code Task

  by @TokenRhythm

  PREFERRED way to change code in a REAL repository: fix a GitHub issue, fix a bug, add/implement a function or feature, or make any edit to a project the user names by a filesystem path (e.g. /tmp/foo, ~/code/bar) or a git URL.…

• Sub Agent

  by @TokenRhythm

  Delegate a self-contained task to a sub-Agent (Codex, Claude Code, or Pi via background process). The original use case was coding tasks — building features, reviewing PRs, refactoring — but the skill is the generic "spawn a…

• Meta Long Running Build Watchdog

  by @TokenRhythm

  [DEPRECATED] Build watchdog — launches arbitrary commands from the user message in tmux and lets sub-agent auto-apply a fix. Disabled pending the E5 bounded sub-agent contract + Jinja sandbox + side-effect ledger (plan §3.1…

• Meta Issue To Pr Autopilot

  by @TokenRhythm

  [DEPRECATED] Issue-to-PR autopilot — opens a PR via `gh`, runs a sub-agent fix loop, and writes to git. Disabled pending the E5 bounded sub-agent contract + side-effect ledger (plan §3.1 A8 / §5.3 E4): no risk metadata…

• Github

  by @TokenRhythm

  GitHub operations via `gh` CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4) viewing run logs. NOT for:…

• Meta Diagram Triangulation

  by @TokenRhythm

  Scan a target codebase path, classify the most informative diagram kind, then render it as BOTH a PlantUML source file AND a draw.io XML in parallel, and compose them into a single architecture doc. Use when writing an RFC or…

• Ai Video Script

  by @TokenRhythm

  Generate a structured short-video shooting script from a topic. Emits a strict, machine-parseable shot list (3 shots by default) with image prompt + video prompt + voiceover + on-screen text per shot. Trigger when the user asks…

• Meta Pdf Intelligence

  by @TokenRhythm

  Use this meta-skill instead of answering directly when the user needs PDF analysis, pasted PDF excerpt analysis, digesting, comparison, or question answering that benefits from multi-skill orchestration across PDF extraction,…

• Meta Home It Rescue

  by @TokenRhythm

  Use this meta-skill instead of answering directly when the user needs help with home, small-team, laptop, browser, printer, Docker, Git, network, UI, or deployment troubleshooting that benefits from multi-skill orchestration…

• Meta Codereview Current Diff

  by @TokenRhythm

  Read the current uncommitted diff, run three independent reviewers (safety + tests-coverage + style) in parallel, then arbitrate a single BLOCK / BLOCK_WITH_OVERRIDE / PASS_WITH_NOTES verdict. Use before commit when you want a…

• Meta Pre Commit Quality Gate

  by @TokenRhythm

  Run three quality gates (ruff + mypy + pytest) in parallel over the staged diff, then arbitrate a single BLOCK/APPROVE verdict. Use before committing changes locally when you want a comprehensive pre-commit gate beyond per-file…

• Meta Kid Project Planner

  by @TokenRhythm

  Retired compatibility definition for historical meta-kid-project-planner runs. It is not available for discovery, automatic activation, or new invocation; its plan remains bundled only so persisted and in-flight run snapshots…

• Meta Arxiv Daily Digest Deck

  by @TokenRhythm

  Fetch the day's top arXiv submissions in a chosen category, write a structured per-paper digest, render the digest as a PPTX deck (one slide per paper), and persist the digest to long-term memory. Use for a daily 'arxiv morning…

• Meta Migration Assistant

  by @TokenRhythm

  Use this meta-skill instead of answering directly when the user needs a concrete migration plan that benefits from multi-skill orchestration across migration classification, authoritative guide lookup, optional repo diff…

• Meta Meeting To Workflow

  by @TokenRhythm

  Use this meta-skill instead of answering directly when the user has meeting notes, transcripts, recordings, or rough discussion notes and wants them converted into decisions, owners, follow-ups, tasks, issues, or shareable…

• Meta Short Drama

  by @TokenRhythm

  Create a complete AI short-drama package from a topic: shot script, review/approval pause, consistent images and clips, titles, subtitles, and final delivery. Do not use for isolated script or image requests, slides, document…

• Meta Skill Creator

  by @TokenRhythm

  Create or propose a new meta-skill that explicitly orchestrates multiple existing Skills, with trigger-collision, lint, smoke, and preview gates. Do not use for a standalone Skill, conceptual questions, pasted catalogs, or…

• Meta Paper Write

  by @TokenRhythm

  Create a new academic paper or LaTeX manuscript through a citation-aware drafting and validation DAG; explicit full/PDF requests include artifact compilation. Do not use for repairing an existing manuscript, generic research…

• Meta Content Publish Pipeline

  by @TokenRhythm

  Use this meta-skill instead of answering directly when the user wants to turn an idea, research, notes, talk, or document into publishable blog, social, Xiaohongshu, Zhihu, slide, newsletter, or short-video content through…

• Meta Knowledge Base Bootstrap

  by @TokenRhythm

  Bootstrap a domain knowledge base from a single seed (URL / PDF path / git repo / free-text topic): classify source → ingest with the right tool → persist to memory + xlsx index.

• Meta Github Pr Watch Digest

  by @TokenRhythm

  Inspect the user's open GitHub PRs / failing CI / new issues via `gh`, summarize into 3 buckets (to-review / awaiting-me / CI-red), and persist follow-ups to memory.

• Awesome Webpage Research

  by @TokenRhythm

  Single-pass mini research for AwesomeWebpageMetaSkill: produce a short cited topic brief from one bounded web-search round. Not a general deep-research replacement.

• Meta Compliance Audit Bundle

  by @TokenRhythm

  Auditable compliance bundle: deep-research with citations → signable .docx report → read-only PDF archive → memory note of audit findings.

• Meta Pdf Reformat Pipeline

  by @TokenRhythm

  Modernize a legacy PDF: structural extraction → natural-language rewrite of problem pages → audit summary → re-merge into the final PDF.

• Meta Multi Format Export Pack

  by @TokenRhythm

  From one piece of source content, render four deliverables: .docx report, .pptx slides, .xlsx data, and an HTML/PDF public version.

• Competitive Analysis Process

  by @deanpeters

  Orchestrate a complete competitive analysis across six steps, from landscape to strategic direction. Use when you need the full picture, not a single scan or card.

• Context Engineering Advisor

  by @deanpeters

  Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.

• Rdd Advisory Transport

  by @Gentleman-Programming

  Trigger: reviewer transport, advisory transport, review adapter, lens prompt/schema, OpenCode reviewer plugin, Codex reviewer, ReviewProviderContract. Enforce the shared Go advisory reviewer transport contract.

• Sdd Verify

  by @Gentleman-Programming

  Trigger: explicitly requested SDD verification. Run optional practical diagnostics against available implementation and artifacts.

• Hermes Ephemeral Delegation

  by @Gentleman-Programming

  Trigger: broad exploration, multi-file reads, tests/builds, fresh review, or multi-step debug. Orchestrate complex work via delegate_task to protect context.

• Judgment Day

  by @Gentleman-Programming

  Trigger: judgment day, dual review, adversarial review, juzgar. Run explicit blind dual review with at most two scoped fix/re-judgment rounds.

• Issue Creation

  by @Gentleman-Programming

  Trigger: issue creation, bug reports, feature requests, or issue approval. Create and triage GitHub issues from repository evidence.

• Chained Pr

  by @Gentleman-Programming

  Trigger: PRs over 400 lines, stacked PRs, review slices. Split oversized changes into chained PRs that protect review focus.

• Gentle Ai Chained Pr

  by @Gentleman-Programming

  Trigger: PRs over 400 lines, stacked PRs, review slices. Split oversized changes into chained PRs that protect review focus.

• Sdd Init

  by @Gentleman-Programming

  Trigger: sdd init, iniciar sdd, openspec init. Initialize SDD context, testing capabilities, registry, and persistence.

• Skill Creator

  by @Gentleman-Programming

  Trigger: new skills, agent instructions, documenting AI usage patterns. Create LLM-first skills with valid frontmatter.

• Skill Improver

  by @Gentleman-Programming

  Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.

• Sdd Design

  by @Gentleman-Programming

  Create the SDD technical design and architecture approach. Trigger: orchestrator launches design for a change.

• Go Testing

  by @Gentleman-Programming

  Trigger: Go tests, go test coverage, Bubbletea teatest, golden files. Apply focused Go testing patterns.

• Gentle Ai Collab Perfect

  by @Gentleman-Programming

  Trigger: contributing to Gentleman-Programming/gentle-ai as an external collaborator. Strict issue-first workflow, honest PR bodies, contributor-vs-maintainer scope, chained-PR strategy, verification protocol, docstring…

• Issue Root Resolution

  by @Gentleman-Programming

  Trigger: root audit, atacar la raíz, issue roots, backlog roots, mechanism map, deletion-driven fix, resolver issues de raíz, close outdated issues. Audit and resolve issue clusters by verified root cause.

• Systemic Issue Triage

  by @Gentleman-Programming

  Trigger: new issue, bug report, triage, backlog, issue flood, community report, root cause, dead-end, blocked user. Attack issues by root class, never one-by-one; fixes must shrink the system, not grow it.

• Gentle Ai Bench

  by @Gentleman-Programming

  Trigger: bench, journey, journeys, driven mode, gentle-ai-bench, journey corpus, j-numbers, bench axis. Author and verify gentle-ai bench journeys; go test ./bench never proves driven execution.

• Rdd Defect Workflow

  by @Gentleman-Programming

  Trigger: RDD, receipt-driven development, review authority, receipt/lineage, correction/recovery, delivery gate/kill switch, bounded review defects. Guide work.

• Sdd Research

  by @Gentleman-Programming

  Trigger: SDD research, external evidence, source-backed research. Investigate optional questions using available authorized sources.

• Work Unit Commits

  by @Gentleman-Programming

  Plan commits as reviewable work units. Trigger: implementation, commit splitting, chained PRs, or keeping tests and docs with code.

• Cognitive Doc Design

  by @Gentleman-Programming

  Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs.

• Comment Writer

  by @Gentleman-Programming

  Write warm, direct collaboration comments. Trigger: PR feedback, issue replies, reviews, Slack messages, or GitHub comments.

• Sdd Archive

  by @Gentleman-Programming

  Archive an SDD change honestly by syncing delta specs and preserving its artifacts. Trigger: orchestrator launches archive.

• Sdd Onboard

  by @Gentleman-Programming

  Walk users through the SDD workflow on the real codebase. Trigger: orchestrator launches onboarding for the full SDD cycle.

• Skill Registry

  by @Gentleman-Programming

  Trigger: update skills, skill registry, actualizar skills, after skill changes. Index available skills by trigger and path.

• Sdd Propose

  by @Gentleman-Programming

  Create an SDD change proposal with intent, scope, and approach. Trigger: orchestrator launches proposal work for a change.

• Sdd Explore

  by @Gentleman-Programming

  Explore SDD ideas before committing to a change. Trigger: orchestrator launches exploration or requirement clarification.

• Branch Pr

  by @Gentleman-Programming

  Create Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for review.

• Gentle Ai Branch Pr

  by @Gentleman-Programming

  Create Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for review.

• Sdd Spec

  by @Gentleman-Programming

  Write SDD delta specs with requirements and scenarios. Trigger: orchestrator launches spec work for a change.

• Sdd Tasks

  by @Gentleman-Programming

  Break an SDD change into implementation tasks. Trigger: orchestrator launches task planning for a change.

• Cyberstrike Eino Demo

  by @AIPentest

  满配示例技能包：SKILL.md + scripts/、references/、assets/ 等可选目录；验证 Eino skill 与 HTTP 包内路径（仅授权安全测试与教学）。

• Pentest Agent Os

  by @AIPentest

  渗透测试Agent操作系统。把渗透抽象成状态空间搜索:不预设固定路径,以项目黑板 Fact 图 (upsert_project_fact)+漏洞记录沉淀认知,路径从已验证事实上涌现。覆盖全杀伤链攻击手法 (联网情报/Web/认证/服务端/源码/社工/后渗透/二进制/内网域/云/区块链/AI/无线/硬件)+0day+ 组合拳+代理自举。核心:全网搜不到洞时现场推导独属于目标的攻击链。本文件为套件索引。 Use when starting a…

• Pentest Blackboard

  by @AIPentest

  CyberStrikeAI 项目黑板：跨会话 Fact 图（SQLite）+ upsert_project_fact/record_vulnerability 边渗透边记录节奏、关系边 links、confidence、与多代理协调落库。Use when managing project facts, blackboard index, writing evidence, or avoiding context-loss after…

• Attack Surface Recon

  by @AIPentest

  侦察/攻击面测绘:被动whois/amass/crt.sh/FOFA/Shodan,主动subfinder/httpx/naabu/katana/nuclei,DNS地域/CDN/Nginx catch-all/宝塔/UniApp指纹。开局第一动作,认知写入项目黑板。Use when starting recon, asset mapping, fingerprinting, or CDN/DNS bypass discovery.

• Active Directory Attack

  by @AIPentest

  内网域攻击:BloodHound,Kerberoast,ADCS ESC1/ESC8,NTLM Relay,Coerce,DACL,DCSync,Zerologon/NoPac/PrintNightmare,mitm6,LLMNR,Linux内网。Use when attacking Active Directory, ADCS, NTLM relay, or internal domain.

• Specialized Attack Playbooks

  by @AIPentest

  专题实战利用:GoEdge私钥导出,灰产CDN取证,ARP MITM,CDN→S3 STS链,宝塔+UniApp,AI IDE API反代,OCS+MinIO;含references/scripts支持文件索引。Use when applying specialized playbooks for GoEdge, CDN, ARP MITM, BT Panel, OCS, MinIO.

• Web Attack Methods

  by @AIPentest

  Web全栈攻击:SQLi/命令注入/SSTI/XSS/SSRF/NoSQL,认证JWT/OAuth/SAML,LFI/上传,Tomcat/WS/STOMP/XFF/PATH_INFO/CDN502/网宿JS挑战绕过。Use when testing Web injection, auth bypass, server-side, WAF/CDN bypass.

• Post Exploitation

  by @AIPentest

  后渗透/提权+凭据破解+密码学:反弹shell,Linux/Windows提权,横向,隧道,免杀,C2持久化,hashcat/Padding Oracle/hash长度扩展。Use when post-exploitation, privilege escalation, lateral movement, or cracking crypto.

• Source Code Hunting

  by @AIPentest

  源码狩猎:.git泄露,危险函数grep,JS RC4解混淆,semgrep/CodeQL,trufflehog,patch diff,供应链/CI。Use when hunting source leaks, secrets, JS deobfuscation, or supply-chain issues.

• Binary Mobile Reversing

  by @AIPentest

  APK/EXE/二进制:UniApp/DCloud/Flutter逆向,证书固定绕过,导出组件,内存破坏exploit链,IoT固件。Use when reversing APK/EXE, UniApp/Flutter, native .so, or memory-corruption exploits.

• Pentest Verification

  by @AIPentest

  验证铁律:搜索≠漏洞,confirmed Fact须证据,tentative表线索,禁止空泛推测,负结果也落库, 想象力拉满+单步验证零容忍。Use when writing project facts, validating findings, or avoiding hallucination.

• Capability Primitive Search

  by @AIPentest

  能力原语+状态空间搜索:read/write/exec/ssrf等原语凑RCE等式A-F,低危映射,正反向搜索,跨域兑现。Use when no single RCE, chaining low-severity vulns, or deriving novel attack chains.

• Cloud Attack Methods

  by @AIPentest

  云攻击:元数据API,S3/K8s,AWS/Azure/GCP身份提权,MinIO矩阵,阿里云FC,ChengZi SDK解密。Use when attacking cloud metadata, IAM, K8s, MinIO, Aliyun FC, or cloud post-ex.

• Component Vuln Intel

  by @AIPentest

  联网情报收集:识别组件后必做CVE/搜索引擎/中文社区/GitHub PoC/资产引擎/即时情报/依赖扩展+受阻换路。Use when a framework/component/version is identified and must search before exploit.

• Ai Llm App Attack

  by @AIPentest

  AI/LLM应用攻击:提示注入,Agent工具滥用RCE,RAG投毒,MCP供应链,torch.load pickle RCE。Use when testing LLM apps, agents, RAG, MCP plugins, or AI model file risks.

• Proxy Tool Bootstrap

  by @AIPentest

  自找代理+工具自举:SOCKS5/HTTP/Tor换路序列,工具Python自举,字典自生成,OOB基础设施。Use when blocked by 403/429/WAF/timeout, missing tools, or needing OOB confirmation.

• Wireless Hardware Attack

  by @AIPentest

  无线/硬件:WiFi PMKID/WPS/Evil Twin,BLE,Zigbee,NFC,SDR,UART/JTAG/SPI,侧信道,故障注入。Use when attacking WiFi, BLE, RFID, SDR, or hardware interfaces.

• Blockchain Contract Attack

  by @AIPentest

  区块链/智能合约:Etherscan,slither/mythril,重入/访问控制/预言机/闪电贷,跨链桥,RPC暴露。Use when auditing smart contracts, DeFi, or blockchain attack surfaces.

• Initial Access Phishing

  by @AIPentest

  初始访问/钓鱼/社工:凭据喷洒,AiTM,设备码,OAuth同意钓鱼,载荷,vishing。Use when needing initial access, phishing, AiTM, device code, or social engineering.

• Pentest Output Standards

  by @AIPentest

  输出规范:中文分析,思维链,漏洞报告模板,负结果,黑板状态总览,改动台账,死锁突破。 Use when reporting findings, maintaining change ledger, or formatting pentest output.

• Zero Day Discovery

  by @AIPentest

  0day自主发现引擎:变体分析/补丁间隙/差分/Fuzzing/污点推理/N-day武器化/猎人思维。Use when public vulns not found and need to discover 0day or weaponize N-day.

• Redteam Opsec

  by @AIPentest

  OPSEC隐蔽作战纪律:IP黑名单绕过,速率时序,流量混淆,最小足迹,反取证,渐进暴露。Use when maintaining stealth, bypassing IP bans, or planning covert red-team ops.

• Unlimited Attack Scope

  by @AIPentest

  不设限原则:搜索/验证/串联/记录一切,全领域适用,被拦换路,不达不休。Use when reminding scope is unlimited across Web/APK/cloud/AI/wireless/social eng.

• Obsidian Bases

  by @anbeime

  内容创作者与技术写作员在管理海量笔记时，当需要构建 Obsidian 数据库视图、配置过滤器或编写 YAML 公式，使用此技能可自动生成标准 .base 文件，轻松实现笔记的表格/卡片多维展示与数据汇总，让知识库管理效率翻倍。

• Agentic Supply Chain Detection

  by @Tencent

  Detect agentic supply-chain risks: compromised dependencies, malicious plugins/tools/models, and untrusted update sources.

• Pdf Summarizer

  by @Tencent

  Summarize the key points of a PDF document into a short bullet list.