echo-ghost-backup

Mission Reunite SAR platform API. Read cases, post intel enrichments, analyze spatial patterns. Experimental branch at shadowhound-case-api-experimental.up.railway.app.

Set up GitHub authentication for the agent using git (universally available) or the gh CLI. Covers HTTPS tokens, SSH keys, credential helpers, and gh auth — with a detection flow to pick the right method automatically.

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

Analyze images, screenshots, diagrams, charts, and videos using z.ai vision MCP tools. Use when Dan shares an image, screenshot, video, or when visual analysis is needed. Tools: ui_to_artifact, extract_text_from_screenshot, diagnose_error_screenshot, understand_technical_diagram, analyze_data_visualization, ui_diff_check, analyze_image, analyze_video. All 8 tools tested & validated (2026-02-21).

Search the web and fetch page content using z.ai MCP tools. Use when you need web search or content extraction. Tools: webSearchPrime (search with filters), webReader (fetch and extract page content), zread (search documentation repos).

Location intelligence — geocode a place, reverse-geocode coordinates, find nearby places (44 POI categories), driving/walking/cycling distance + time, turn-by-turn directions, timezone lookup, bounding box + area for a named place, and POI search within a rectangle. Uses OpenStreetMap + Overpass + OSRM. Free, no API key.

Lost pet SAR reference corpus — scatter radius models, behavioral phase analysis, weather effects, terrain feature优先级, and structured intel briefing format. For Mission Reunite case analysis.

ShadowHound ecosystem — repos, architecture, agent API, and operational context for Mission Reunite and Mission Hub.