python-sdk
Python SDK for inference.sh - run AI apps, build agents, and integrate with all models. Package: inferencesh (pip install inferencesh). Supports sync/async,…
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 11-10 00:15
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Python SDK for inference.sh - run AI apps, build agents, and integrate with all models. Package: inferencesh (pip install inferencesh). Supports sync/async,…
Discover and install related skills from inference.sh skill registry. Helps find complementary skills for your AI workflow. Use for: skill discovery, workflow…
Tool lifecycle UI components for React/Next.js from ui.inference.sh. Display tool calls: pending, progress, approval required, results. Capabilities: tool…
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks,…
Use when a spawn fails due to sandbox or permission restrictions.
Use before reporting results — self-check your output as if reviewing someone else's work.
Anchor work in a work item — artifacts on disk, not in context.
Interactive planning agent. Designs verification specs through Q&A with the human. Uses Oracle for complex planning. Hands off to orchestrator for execution.
Add Agent Swarm (Teams) support to Telegram. Each subagent gets its own bot identity in the group. Requires Telegram channel to be set up first (use…
Use before changing AGENTS.md — a workflow rule, a stage table, a glossary entry, or a maintainer note. Do not use for CLAUDE.md (it is a pointer and holds no…
Take ownership of a ready issue and move it into in-progress for the current agent. Wraps `forge claim` so work is visibly assigned in the Forge issue backend…
Capture and retrieve durable project memory the right way -- and, when the graph backend is enabled, use temporal knowledge-graph memory. Reach for this…
The flagship Forge orchestrator: given a goal or a ready issue, it composes the stage skills (triage-ready · claim-safety · plan · dev · validate · ship ·…
Create or update a milestone — a bounded phase map that defines which invariant bundle to establish through multiple pragma cycles. Use when coordinating…
Create or update a strategic roadmap — the outer loop that sequences invariant thresholds across an initiative. Use when direction is not concrete enough for a…
Turn kickoff transcripts into a builder-facing territory map before carding. Use when kickoff conversations are rich but implementation slices are not yet…
p3 agent style for concise, detailed responses, deliberate delegation, unslopped prose, simple code, and verified work. Use for p3, /p3-mode, or requests to…
Manual-only graded review gate for a finished change: risk grade, one simplify pass, one graded LLM review round, one material correction batch, then a…
Author a SKILL.md inside a consumer app's own `.pilot/` folder. Covers the scaffold CLI (`agentickit init` / `agentickit add-skill`), the frontmatter shape…
How to approach code coverage in this project. Use when coverage CI fails, when writing tests for new code, when deciding whether to add // coverage-ignore, or…
Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
Scan any page for broken links: 404/410s, 5xx errors, redirect chains, and insecure http links on https pages. Uses Playwright MCP plus curl — no signup.…
Audit an agent skill against Anthropic's best practices and fix issues. Use when someone says "audit this skill", "review my skill", "is this skill good",…
Intelligent financial analysis skill for the A-share market. Provides financial data acquisition, standardized analysis, health assessment, and report generation capabilities. Supports DuPont analysis, cash flow analysis, and five-dimension health scoring. Use this skill when users need stock financial analysis, financial statement interpretation, investment health assessment, or A-share analysis. Supports the Shanghai Main Board, Shenzhen Main Board, ChiNext, STAR Market, and Beijing Stock Exchange.