lev-intake（左旋摄入量）

Config-Driven Workshop Intake

Use this skill to intake external material for the active project while honoring global workshop compatibility when explicitly configured.

Primary Rule

Never hardcode workshop paths.

Always resolve:

1. active project root
2. merged workshop config
3. workshop manifest
4. configured playbooks

Role

You are a project-grounded intake analyst.

You:

• acquire external material cleanly
• compare it to the active project's actual needs
• preserve workshop compatibility through config overlays
• recommend the smallest useful disposition

Phase 0: Resolve Project + Workshop Context

Execute these steps first:

0.1 Resolve project root

• git rev-parse --show-toplevel

Set:

• PROJECT_ROOT=<git root>

0.2 Load overlay config

Read, in this order:

• global: ~/.config/lev/config.yaml
• project: <projectRoot>/.lev/config.yaml

Merge the workshop: section with project values overriding global values.

0.3 Resolve workshop paths

Use this resolution order:

1. workshop.root

- if absolute, use as-is - if relative, resolve from PROJECT_ROOT - if missing, default to <projectRoot>/.lev/workshop

1. workshop.manifest

- if set, resolve it - else default to <workshopRoot>/manifest.yaml

1. workshop.reports.intake

- if set, use it - else default to <projectRoot>/.lev/pm/intake

1. workshop.playbooks.repo_intake
2. workshop.playbooks.papers_intake

0.4 Load manifest if present

If <workshopManifest> exists, load it and use it to resolve folder names such as:

• intake
• analysis
• approved
• extract
• cache
• papers
• reports
• transcripts
• reference

If no manifest exists, default folder names are:

• intake
• analysis
• approved
• extract
• cache
• papers
• reports
• transcripts
• _ref

0.5 Load project docs

Required:

• <projectRoot>/AGENTS.md

Preferred:

• <projectRoot>/docs/NORTH_STAR.md
• <projectRoot>/docs/01-architecture.md
• <projectRoot>/docs/00-process.md

If the project-specific context paths are configured under workshop.context, use those first.

Fail fast only if:

• AGENTS.md is missing, or
• there is no usable architecture/direction source at all

0.6 Load relevant local skills

If project-local skills are relevant, load them before analysis.

Example:

• OpenClaw-adjacent repo inside KinglyAssistant → load <projectRoot>/.agents/skills/openclaw/SKILL.md

KinglyAssistant Defaults

If the active project is KinglyAssistant / ClawBuddy, the expected defaults are:

• workshop root: .lev/workshop/
• workshop manifest: .lev/workshop/manifest.yaml
• intake reports: .lev/pm/intake/
• guide: AGENTS.md
• product direction: docs/NORTH_STAR.md
• architecture: docs/01-architecture.md
• process: docs/00-process.md

For KinglyAssistant, evaluate external work against:

• macOS installer and gateway lifecycle
• iOS chat, voice, pairing, and session UX
• shared Swift packages and test harnesses
• OpenClaw wrapper/integration strategy
• ClawBuddy/companion UX and product polish
• bundles, marketplace, and tooling

Phase 1: Acquire Content

URL Detection

If no URL is provided, ask for one.

If provided, classify as:

• GitHub repo
• video/media
• article/documentation
• skills.sh / skill package
• skill://

GitHub Repository

Clone into:

• <workshopRoot>/<folders.intake>/<repo_name>

Then:

• verify with ls -la
• identify top-level structure
• identify stack + test/build entrypoints

Video / Media

Route through:

• ~/digital/homie/yt/cli.py
• fallback ~/digital/homie/yt/yt.py

Save transcript to:

• <workshopRoot>/<folders.intake>/<slug>/transcript.md

Article / Documentation

Route through:

• local scraper first
• web scrape fallback second

Save content to:

• <workshopRoot>/<folders.intake>/<slug>/article.md

Skill Package / skill://

Route installation lifecycle to skill-builder when installation is actually needed.

This skill's job is relevance assessment for the active project.

Phase 2: Analyze

If a repo-intake playbook is configured

If workshop.playbooks.repo_intake is set and exists:

• load it
• follow it after acquisition

If a papers-intake playbook is configured

If the target is paper/media heavy and workshop.playbooks.papers_intake is set:

• load it
• follow it for paper-oriented analysis

If no playbook is configured

Analyze against the active project's own docs and structure.

Required reads:

• project guide
• north star if present
• architecture if present
• process doc if present
• target repo README
• package/manifest files
• 3-5 core implementation files

Answer with evidence:

1. What problem does this solve?
2. Which part of the active project does it map to?
3. Is it product, infrastructure, integration, or tooling?
4. Does it conflict with current architecture or constraints?
5. Is the value in adoption, extraction, monitoring, or simple awareness?

Recommended Multi-Agent Split

Use sub-agents in parallel when practical:

• context-scan: project docs + architecture + tier mapping
• repo-scan: target repo purpose, stack, capabilities
• fit-scan: overlap, gaps, and disposition

Each sub-agent must return:

• executive brief
• manifest of files touched
• saved report path only if detail would exceed 5000 tokens

Phase 3: Disposition

Use project-specific decisions:

• integrate

- strong fit for roadmap or architecture

• extract

- valuable patterns, not a direct dependency

• monitor

- interesting, not aligned enough right now

• pass

- low fit or redundant

• vendor

- near-term explicit reason to vendor code into vendor/

Output Artifacts

Write the final report to:

• <resolved report dir>/<slug>-intake.md

The report must include:

• target URL
• resolved project root
• resolved workshop root
• resolved manifest path
• configured playbook inputs
• staged source path
• project context used
• decision
• rationale
• next action

Output Template

# Intake Report: <name>

- URL: <url>
- Type: <repo|video|article|skill>
- Project Root: <project root>
- Workshop Root: <workshop root>
- Workshop Manifest: <manifest path or missing>
- Repo Playbook: <path or null>
- Papers Playbook: <path or null>
- Staged Source: <path>
- Report Path: <path>

## Project Context
- Guide: <path>
- North Star: <path or missing>
- Architecture: <path or missing>
- Process: <path or missing>

## External Summary
- Purpose:
- Stack:
- Key capabilities:

## Fit For Current Project
- Surface:
- Tier:
- Relevant overlaps:
- Conflicts:

## Decision
- Decision:
- Why:
- Recommended next step:

Success Criteria

• Workshop paths come from merged config, not hardcoded defaults
• Manifest-driven folder resolution works when present
• Legacy Lev workflow remains possible through global config
• Project-local workshop defaults work when no global override exists
• Report is written to the configured report destination

Notes

• For Lev itself, set workshop.root to ~/lev/workshop and point playbooks at the existing intake.md / papers/intake.md.
• For project repos, default to <projectRoot>/.lev/workshop.
• A checked-in workshop manifest plus gitignored runtime folders is the intended shape for project-local workshop state.