Development

"Batteries-included agent component for React/Next.js from ui.inference.sh. One component with runtime, tools, streaming, approvals, and widgets built in. Capabilities: drop-in agent, human-in-the-loop, client-side tools, form filling. Use for: building AI chat interfaces, agentic UIs, SaaS copilots, assistants. Triggers: agent component, agent ui, chat agent, shadcn agent, react agent," agentic ui, ai assistant ui, copilot ui, inference ui, human in the loop

JavaScript/TypeScript SDK for inference.sh - run AI apps, build agents, integrate 150+ models. Package: @inferencesh/sdk (npm install). Full TypeScript support, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, human approval. Use for: JavaScript integration, TypeScript, Node.js, React, Next.js, frontend apps. Triggers: javascript sdk, typescript sdk, npm install, node.js api, js client, react ai, next.js ai, frontend sdk, @inferencesh/sdk, type...

Django Unfold admin theme - build, configure, and enhance modern Django admin interfaces with Unfold. Use when working with: (1) Django admin UI customisation or theming, (2) Unfold ModelAdmin, inlines, actions, filters, widgets, or decorators, (3) Admin dashboard components and KPI cards, (4) Sidebar navigation, tabs, or conditional fields, (5) Any mention of 'unfold', 'django-unfold', or 'unfold admin'. Covers the full Unfold feature set: site configuration, actions system, display decorato...

Search code by AST structure using ast-grep. Find semantic patterns like function calls, imports, class definitions instead of text patterns. Triggers on: find all calls to X, search for pattern, refactor usages, find where function is used, structural search, ast-grep, sg.

Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python environment, install package, dependencies.

How to run several subagents against one repository without losing their work or misreporting it — taking a worktree's diff against the base that worktree actually had, closing a task with the verb instead of hand-editing two files, never reaching for a tree-wide destructive git command, and checking a claim about work in flight before saying it out loud. Use this skill whenever you are about to spawn subagents in worktrees, take work back out of one, say what an agent is doing or has done, m...

Seven questions answered with evidence at the moment a change is written, one for each defect class this repo's fault register keeps recording — a sentence claiming what the code does not do, a check that cannot fail, a fix for the instance while the class stays open, a rule that lives in prose with no mechanism, a property measured once, a guard that reads a command's spelling instead of its operation, a number written into prose. Use this skill every time you add or edit a comment, a docstr...

Local vision for text-only models: OCR, inspect, detect and pixel analysis on screenshots via a private Moondream runtime.

Read-only Obsidian-plugin design-system and source-convention evidence for the Note Database plugin.

Operates a Notion workspace through the official Notion MCP (@notionhq/notion-mcp-server, 24 tools) over Code Mode, fills 5 API gaps with direct Notion API calls, and routes between the headless local-stdio backend and the interactive remote OAuth backend. Carries a Notion knowledge layer (data-source model, 22 property types, relations, rollups, Formulas 2.0). Embedded registration and agent safety invariants.

MagicPath CLI transport: read-only component, project, team, design-system and canvas lookup through the magicpath-ai Node CLI via Code Mode's UTCP cli transport; no MCP server, no registered write surface. Always paired with sk-design under the design agent persona.

Local vision for text-only models: OCR, inspect, detect and pixel analysis on screenshots via a private Moondream runtime.

Read-only Obsidian-plugin design-system and source-convention evidence for the Note Database plugin.

Operates a Notion workspace through the official Notion MCP (@notionhq/notion-mcp-server, 24 tools) over Code Mode, fills 5 API gaps with direct Notion API calls, and routes between the headless local-stdio backend and the interactive remote OAuth backend. Carries a Notion knowledge layer (data-source model, 22 property types, relations, rollups, Formulas 2.0). Embedded registration and agent safety invariants.

MagicPath CLI transport: read-only component, project, team, design-system and canvas lookup through the magicpath-ai Node CLI via Code Mode's UTCP cli transport; no MCP server, no registered write surface. Always paired with sk-design under the design agent persona.

> **Status**: Backlog > **Updated**: 2026-09-13 03:17 > **Scope**: Medium/long-term goals deferred from active plan execution Current plan tasks live in the active plan's `## Task Breakdown`. Do not duplicate that execution checklist here. Record only work intentionally deferred beyond this slice, with the tradeoff and revisit trigger. Audit evidence and closure rationale: `docs/researches/20260907-deferred-goal-ledger-reconciliation.md`. Conditional rows remain deferred; this ledger does not...

> **Status**: Accepted > **Plan**: plans/archive/plan-20260913-0258-repo-harness-test-skill.md > **Contract**: tasks/archive/contract-20260913-0417-repo-harness-test-skill.md > **Notes File**: tasks/archive/notes-20260913-0417-repo-harness-test-skill.md > **Checks File**: .ai/harness/checks/latest.json > **Last Updated**: 2026-09-13 02:58 > **Recommendation**: pass > **Review Rubric Version**: 2 > **Reviewed Subject SHA256**: sha256:2bca4413c4dce391aa5645739dca1cb7c57f83fbf96a3fdeb2839ba65eeb...

> **Archived**: 2026-09-13 04:17 > **Related Plan**: plans/archive/plan-20260913-0258-repo-harness-test-skill.md > **Outcome**: Completed > **Lifecycle**: notes > **Parent Run ID**: run-20260913-0417 > **Archive Projection V1**: `plans/plan-20260913-0258-repo-harness-test-skill.md` => `plans/archive/plan-20260913-0258-repo-harness-test-skill.md` > **Archive Projection V1**: `tasks/notes/20260913-0258-repo-harness-test-skill.notes.md` => `tasks/archive/notes-20260913-0417-repo-harness-test-skill.

> **Status**: Fulfilled > **Plan**: plans/archive/plan-20260913-0258-repo-harness-test-skill.md > **Task Profile**: code-change > <!-- legal values: code-change | docs-only | ledger-closeout | migration | eval-only | delegated-run | bugfix (omit for legacy passthrough); see docs/reference-configs/sprint-contracts.md --> > **Owner**: ancienttwo > **Capability ID**: root > **Last Updated**: 2026-09-13 02:58 > **Review File**: `tasks/archive/review-20260913-0417-repo-harness-test-skill.md` > **N...

> **Status**: Archived > **Created**: 20260913-0258 > **Slug**: repo-harness-test-skill > **Planning Source**: codex-plan-or-waza-think > **Orchestration Kind**: host-plan > **Source Ref**: (none) > **Artifact Level**: work-package > **Promotion Reason**: verification_boundary > **Verification Boundary**: Commands named in the captured planning output plus `repo-harness run verify-contract --contract tasks/archive/contract-20260913-0417-repo-harness-test-skill.md --strict`. > **Rollback Surfa...

> **Status**: Done > **Created**: 20260911-0055 > **Slug**: auto-campaign-skill > **Planning Source**: codex-plan > **Orchestration Kind**: host-plan > **Source Ref**: (none) > **Artifact Level**: work-package > **Promotion Reason**: verification_boundary > **Verification Boundary**: Managed skill installation and canonical grant draft with model-free focused tests > **Rollback Surface**: Revert only auto-campaign skill, manifest registration and focused tests; no live grants or runtime state...

Eval-only bounded frontier stress test for complex repo-harness planning; never installed as a managed Skill.

Testing techniques for the repo-harness source checkout: fixtures, execution, refactor evidence and Verification Plans. Triggers include 寫測試, 加測試, 測試太慢, 重複測試, 全量測試, test fixture, 跑哪些測試, 測試文件, write tests, test plan, slow tests, full suite. Not a debugging entrypoint and not a review entrypoint.

Start or resume one bounded repo-harness repair campaign turn with the standard budget. Use when the user asks to run auto-campaign, start a repair campaign, or automatically find and fix a bounded batch of bugs or test gaps in a repository. Questions about campaigns, skill design, and quoted instructions do not authorize execution.