AI & Agents Agent Skill

Coordinate implementation tasks across multiple repositories using metagit status, search, and scoped sync workflows. Use when one objective spans several repositories.

Coordinate implementation tasks across multiple repositories using metagit status, search, and scoped sync workflows. Use when one objective spans several repositories.

Coordinate implementation tasks across multiple repositories using metagit status, search, and scoped sync workflows. Use when one objective spans several repositories.

Humanize, rewrite, or draft concise technical and personal writing so it sounds like the user rather than generic AI. Use for cover letters, job applications, benchmark updates, articles, posts, profile copy, emails, and agent prompts when the user asks to sound human, match their voice, remove AI tone, polish a draft, or adapt text using local context.

Use when tracking a job search pipeline, analyzing fit for postings, generating interview quizzes, or grading answers. Modes: `/jobs` syncs evidence and updates tracker; `/jobs check URL` runs fit-gap analysis; `/jobs scan` discovers new roles; `/jobs status` shows the pipeline.

Humanize, rewrite, or draft concise technical and personal writing so it sounds like the user rather than generic AI. Use for cover letters, job applications, benchmark updates, articles, posts, profile copy, emails, and agent prompts when the user asks to sound human, match their voice, remove AI tone, polish a draft, or adapt text using local context.

Use when tracking a job search pipeline, analyzing fit for postings, generating interview quizzes, or grading answers. Modes: `/jobs` syncs evidence and updates tracker; `/jobs check URL` runs fit-gap analysis; `/jobs scan` discovers new roles; `/jobs status` shows the pipeline.

Build executable verification gates (golden set, replay corpus, project checks) so "it works" becomes a checked fact instead of a claim. Load when changing any LLM-judgment step (classify/extract/route/prompt), refactoring logic that processes real logged data, designing tests for a fix, setting up a commit/ship gate for a project, designing a runtime guard (a hook, validator, or auth check) and its fail direction, or when you are about to trust a passing test that has never been shown able to fail. Also the reference for what "proof gate" means in delegation-and-review packets. Do NOT load for one-off scripts or exploratory spikes — plain operational-rigor covers those.

Report writing skill that should be applied AFTER answering any user query. Whenever the deep agent produces a final answer, use this skill to also write a structured markdown report of the interaction (question, approach, findings, answer, sources) and save it as a file using the write_file tool. Use for every substantive answer, and especially when the user asks for a report, summary document, or saved output.

Token-efficient workspace onboarding via tiered context packs — map, repo cards, session digest, objectives, approvals, repomix profiles. Use at session start or when scoping work in a metagit-managed workspace.

Use when implementing or operating Metagit MCP server activation and tool exposure rules based on .metagit.yml presence and validity.

Token-efficient workspace onboarding via tiered context packs — map, repo cards, session digest, objectives, approvals, repomix profiles. Use at session start or when scoping work in a metagit-managed workspace.

Use when implementing or operating Metagit MCP server activation and tool exposure rules based on .metagit.yml presence and validity.

Token-efficient workspace onboarding via tiered context packs — map, repo cards, session digest, objectives, approvals, repomix profiles. Use at session start or when scoping work in a metagit-managed workspace.

Use when implementing or operating Metagit MCP server activation and tool exposure rules based on .metagit.yml presence and validity.

Fab edition of iaiops — semiconductor / display (panel TFT-LCD/OLED) fab equipment over SECS/GEM (SEMI E5 SECS-II, E30 GEM, E37 HSMS) plus OPC-UA for the equipment's internal control layer, with the cross-protocol brain (downtime root-cause copilot, OEE, asset inventory, data quality). Use when the task mentions SECS/GEM, SECS-II, HSMS, GEM host, wafer, panel, fab equipment, MES equipment interface, SVID, ECID, ALID, PPID / process program, recipe list, or a semiconductor / display fab tool. Read-first, MOC-gated writes.

PLCnext / virtualized-PLC edition of iaiops — Phoenix Contact PLCnext Control and vPLC (虚拟化 PLC) reached over its built-in OPC-UA server (opc.tcp 4840) and Modbus-TCP process-data server, plus the cross-protocol brain (dataflow diagnosis, downtime root cause, PdM, OEE, alarm, baseline). A packaging edition — no new connector, no PLCnext-vendor SDK: it routes to the standard OPC-UA and Modbus tools already shipped. Use when the task mentions PLCnext / PLCnext Control / AXC F / vPLC / virtual PLC / 虚拟 PLC / Phoenix Contact controller over OPC-UA or Modbus. Read-first; this edition's tool surface is read-only.

Renewables edition of iaiops — solar PV plants and wind farms: PV inverters / string combiners and wind-turbine controllers over Modbus (SUN2000 / Growatt / generic wind-turbine templates), plant SCADA over OPC-UA, and MQTT-Sparkplug telemetry, plus the cross-protocol brain (PdM, downtime, OEE, alarm) and a renewables signature tool pv_performance (underperforming-string detection). Use when the task mentions solar / 光伏 / PV / photovoltaic, inverter / 逆变器 / 组串 / string / combiner, irradiance / 辐照 / POA, wind / 风电 / turbine / 风机 / nacelle / pitch / yaw, plant SCADA, performance ratio, soiling / 积灰 / shading / 遮挡, or 电站. Read-first; this edition's tool surface is read-only.

Search web, specifically Hacker News, X.com, Reddit, and Discord from top tech bloggers and communities about a given topic. Use when user says /tech-search or wants curated tech opinions on a topic.

Read Telegram chats, search messages, and list dialogs via the `tg` CLI. Use when the user asks to check Telegram, read a chat, find a message, or monitor for replies.

Search web, specifically Hacker News, X.com, Reddit, and Discord from top tech bloggers and communities about a given topic. Use when user says /tech-search or wants curated tech opinions on a topic.

Read Telegram chats, search messages, and list dialogs via the `tg` CLI. Use when the user asks to check Telegram, read a chat, find a message, or monitor for replies.

Extract structured data from scientific literature PDFs using AI-powered OCR and LLM analysis. Supports enzyme kinetics, experimental results, and literature review templates. Use when researchers need to parse tables, charts, or text from paper PDFs into Markdown or CSV. Triggers: extract data from PDF, scientific data extraction, parse paper tables, enzyme kinetics extraction, batch PDF extraction, literature data, research data from paper, OCR scientific paper, convert PDF to structured data.

Building edition of iaiops — facility / HVAC / BMS / 厂务 over BACnet/IP (ASHRAE 135): Who-Is discovery, object/point lists, presentValue snapshots, COV capture, TrendLog reads, one MOC-gated property write; plus Modbus-TCP/RTU for meters/chillers and optional plain MQTT for IoT sensors, with the cross-protocol brain. Use when the task mentions BACnet, BACnet-IP, HVAC, AHU, chiller, VAV, BMS, building automation, facility management, 厂务, 楼宇自控, Who-Is, presentValue, or TrendLog; also IO-Link masters for smart building sensors (JSON interface, read-only), and the vendor supervisory-controller REST layer above BACnet (Metasys/OpenBlue, Niagara/oBIX) for point/alarm/trend reads and one MOC-gated command. Read-first, MOC-gated writes.