LingTai AI
This repository also configures its own agents. See what lingtai tells them →
Skill Claude CodeCodex
Mandatory repository-local development guide for LingTai's Go repository — the two binaries lingtai-tui and lingtai-portal plus the install pipeline. Use this before changing code, architecture documents, tests, packaging, capabilities, adapters, or developer documentation in this repository. Routes each task through…
Skill Claude CodeCodex
Router for contributing to LingTai. Use when changing code or docs, setting up a dev environment, navigating the TUI/portal repo or Python kernel, developing MCP addons, troubleshooting a running network, auditing security, running a runtime self-check, prepping a PR review, or stewarding a new skill. For developers…
Skill Claude Code
Nested lingtai-dev-guide reference for the project architecture: Go TUI/portal monorepo, Python kernel, MCP addon repos, filesystem IPC, and where per-project/per-machine state lives.
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for computing the recent prompt-cache hit rate from LingTai token ledgers over rolling windows (default 1h / 5h / 1d / 3d). Explains the provider-agnostic input/cached fields in logs/tokenledger.jsonl, the exact formula (sum(cached)/sum(input) per window), timestamp/timezone…
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for contribution workflow: issue/worktree/PR discipline, worktree inventory and exact-object approval gates, daemon decomposition, portfolio sweeps, repo-specific build/test commands, skill changes, and anatomy maintenance.
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for diagnosing LingTai failures: agent process state, OOM/crashes, avatar spawn issues, post-molt memory loss, mail delivery, scheduled messages, tool timeouts, and escalation.
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for known implementation footguns: Bubble Tea v2 paste, textarea theming, dev-mode rebuilds, editable installs, migrations, localization, authorization gates, config conventions, and rebuild-gate test false-passes.
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for getting a PR review-ready: PR readiness gates, multi-model/daemon/Claude read-only review passes, self-contained local HTML explainers, PR body hygiene and gh pr edit troubleshooting, source-labeled deliverables with syntax/validation checks, and maintainer authorization…
Skill Claude CodeCodex
Read-only workflow for sweeping the Lingtai-AI GitHub org for open issues, open PRs, and recent activity. Use this when a LingTai developer/operator asks what changed across the org, wants to monitor non-self PRs/issues, or needs an idempotent repository-health digest. This is a nested lingtai-dev-guide reference, not…
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for deep, trigger-gated provenance and lifecycle diagnosis during a source/venv/interpreter or TUI-binary cutover, for changed or failing MCP source, or when a runtime mismatch is suspected. Use only the matching import/distribution/editable/HEAD, binary, MCP-source, live-object…
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for security audits: secret scanning, file permissions, MCP config, communication security, data exposure, agent permission review, severity classification, and report format.
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for local developer environment setup: cloning repos, building TUI/portal, dev-mode symlinks, editable kernel install, MCP addon setup, and verification.
Skill Claude CodeCodex
Nested lingtai-dev-guide reference for turning one-off experience into durable skills: when to write a skill vs leave it as notes, the router-vs-nested- reference pattern, distilling experience (归一) and session journals into triggered/executable SKILL.md files, de-privatizing and parameterizing local paths and…
Skill Claude CodeCodex
Protocol router for reporting bugs, stale info, missing capabilities, or design issues in any LingTai skill, capability, preset, or system behavior. Enter through this router, then load the one nested reference you need — evidence-checklist, report-template, or filing-flow. You always assemble a structured report and…
Skill Claude CodeCodex
Nested lingtai-issue-report reference for deciding when an observation is worth reporting, what evidence to collect, and how to keep secrets out of a report. Read this first, while the problem is fresh, before drafting the report body.
Skill Claude CodeCodex
Nested lingtai-issue-report reference for the filing decision — the always-required human consent boundary, the read-only gh probe, Path A (direct gh filing) and Path B (paste-ready handoff), token hygiene, and proactive surfacing. Read this once the report is drafted and you are deciding how it gets filed.
Skill Claude CodeCodex
Nested lingtai-issue-report reference for the report skeleton — subject/title format, the structured body sections (what's wrong, where, reproduction, expected vs actual, severity, suggested fix), and how to send it via LingTai email or the human's active channel. Read this when you are ready to assemble the report.
Skill Claude CodeCodex
Reference router for lingtai-portal internals — startup/opening, .portal/ files, topology/replay APIs, network response shape, and lifecycle/recording. Use when the human asks about visualization, network history, or the portal.
Skill Claude CodeCodex
Nested lingtai-portal-guide reference for portal lifecycle-state interpretation, heartbeat staleness, recording, and tape reconstruction behavior.
Skill Claude CodeCodex
Nested lingtai-portal-guide reference for portal purpose, opening the browser view, and the .portal/ directory layout.
Skill Claude CodeCodex
Nested lingtai-portal-guide reference for topology tape frames, replay chunks, portal API endpoints, and the Network JSON response.
Skill Claude CodeCodex
Use when asking about built-in TUI presets, the four provider families, or their shared operations.
Skill Claude CodeCodex
Use when revising the built-in claude TUI preset.
Skill Claude CodeCodex
Use when revising the built-in codex TUI preset.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: