Flagship multi-space Memory Blueprint for durable conversation continuity across recent interactions, summaries, and saved notes.

Portable ReAct loop for reasoning over context, taking actions, reflecting on results, and iterating until completion or handoff.

Interactive GitHub maintainer copilot with explicit approval gates for write actions, packaged maintainer-review orchestration, workflow continuity, and a durable maintainer behavior profile.

Portable maintainer-review loop for inspecting issues, drafting follow-up comments, and deciding whether to resolve, revise, or hand off.

Operations assistant for incident assessment, execution, and review workflows, with packaged continuity memory, incident-response orchestration, and durable incident-operator communication style.

Portable incident-response loop for assess, execute, review, and revision-driven operational follow-through.

Portable support orchestration loop for triage, response drafting, and escalation handoff decisions.

Portable maintainer profile for concise repository triage, review guidance, and explicit approval-minded follow-through.

Portable incident-operations profile for calm status reporting, explicit risk framing, and structured handoff communication.

Portable support-response profile for calm, direct customer communication and explicit next-step handling.

Workflow-oriented Memory Blueprint for maintainer preferences, active work threads, and follow-up notes across repository review sessions.

Simple support-facing Memory Blueprint for one durable customer state document with light lifecycle policy.

Prepared vector-mode retrieval corpus built from the public AgentPM v0.1 docs set.

Small vector-mode maintainer guide for issue triage, labeling, and review-comment drafting workflows.

Multi-file support response handbook for direct context loading across drafting, escalation, and customer messaging workflows.

Research assistant for crawling public sources, extracting structured content, and producing concise summaries.

Multi-step workflow guidance for gathering sources and producing a concise research brief.

Procedural guidance for reviewing issue queues, identifying priority, and drafting follow-through.

Workflow guidance for turning operational findings into concise Slack updates.

Operational handoff checklist for incident updates, shift changes, and follow-through tracking.

Make HTTP requests (GET/POST/etc.) and return normalized response metadata and content.

Split markdown or text into deterministic chunks with heading context, overlap, and fallback subdivision for oversized content.

Apply deterministic transformation operations to JSON objects and arrays.

Extract structured tables from HTML or CSV sources into normalized rows and columns.

Convert local documents into normalized markdown or plain text with lightweight metadata.

Query CSV data with structured filter, sort, select, and aggregate operations.

Extract text from PDFs, either from a URL or base64-encoded PDF data.

Post or update Slack messages using a compact action surface for agent notifications.

Fetch a web page and return cleaned content, metadata, and discovered links.

Read and update GitHub issues using a compact, agent-friendly action surface.

Crawl a bounded set of pages while respecting robots.txt, depth limits, and URL filters.

Convert raw HTML into Markdown and plain text, with optional main-content extraction.

Summarize long text to a concise abstract.

Sentiment analysis using VADER.

Fetch a Wikipedia URL and return title, text, and image URLs.

Translate text into a target language using LLM.

Resize an image from a URL. Returns base64 JPEG.

Uppercases text and (optionally) summarizes, extracts keywords, and estimates sentiment.