Agent skill

Build Work Library

by LiarMTTT in LiarMTTT/TavernWeave

Build source-backed work reference libraries for fan creation from novels, local material, researched webpages and inspected image references.

Custom licenceAuto-check passedDatabases

Install Build Work Library

skills CLI
$ npx skills add LiarMTTT/TavernWeave --skill build-work-library -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LiarMTTT/TavernWeave build-work-library --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LiarMTTT/TavernWeave.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/build-work-library .claude/skills/build-work-library && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
build-work-library
GitHub stars
153
Token cost
~792 tokens
SKILL.md length
152 words
Files
7 (incl. scripts, references)
Skills in repo
22
Repo updated
First seen
Licence
Custom licence

At a glance

Build source-backed work reference libraries for fan creation from novels, local material, researched webpages and inspected image references.

  • 小说转资料库/数据库、作品资料库、同人资料整理、联网收集文图、原作设定检索与二创资料包
  • SKILL.md covers Shared communication, 从当前用途进入, 来源、结论与二创分开 and 可运行的本地工具, plus 1 more section
  • Runs Python scripts from its folder; calls python
  • Tasks that involve Creative writing and fiction

What it does

Build Work Library is an agent skill from LiarMTTT/TavernWeave. Build source-backed work reference libraries for fan creation from novels, local material, researched webpages and inspected image references. Use for 小说转资料库/数据库、作品资料库、同人资料整理、联网收集文图、原作设定检索与二创资料包. Preserve canon/fanon, adaptation, spoiler stage and provenance; produce editable Markdown, rebuildable JSONL and optional SQLite. Not the TW bundled design catalog, a generic SQL app, or an in-card MVU database.

Its SKILL.md is about 790 tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/batching-and-routing.md` and `references/data-and-commands.md`).

It sits in Databases, covering Creative writing and fiction. It works with SQLite and SQL. The repository describes itself as: Noncommercial Agent Skills for SillyTavern rolecard engineering.

When your agent uses it

  • 小说转资料库/数据库、作品资料库、同人资料整理、联网收集文图、原作设定检索与二创资料包
  • Tasks that involve Creative writing and fiction

Example prompts

  • “/build-work-library”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit d9da0b0. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Build Work Library loads about 792 tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 107 tokens; SKILL.md has 152 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~107
When it runs · the whole SKILL.md, loaded when a task matches
~792
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 152 words (~792 tokens).

“Apply TW plain-language and guidance rules to user-facing work. Explain terms in context; preserve the user's chosen 新人/入门/熟练/老手 level without inferred changes. 新人 and 入门 receive detailed explanations; every level receives needed and bug explanations unless the user explicitly waives…”

— opening of SKILL.md by LiarMTTT, Custom licence
name
build-work-library

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files (scripts, references) in skills/build-work-library of LiarMTTT/TavernWeave.

  • SKILL.md
  • agents/openai.yaml
  • references/batching-and-routing.md
  • references/data-and-commands.md
  • references/research-and-media.md
  • scripts/work_library.py
  • tests/test_work_library.py

Open the folder on GitHubat commit d9da0b0

Compare with similar skills

Build Work Library next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Build Work Library compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Build Work Library this skillLiarMTTT/TavernWeave153—~792Automated safety check: PassCustom licence
SQL Database Support for pRESTprest/prest4.6k—~1.6kAutomated safety check: PassMIT
Cursor BYOK Database Schemaleookun/cursor-byok3.2k—~1.3kAutomated safety check: PassMIT
Squixeduardofuncao/squix273—~784Automated safety check: PassMIT
Drizzle Migrationsbretzel-app/crumbs1271 repos~2.6kAutomated safety check: PassMIT
Analyzing SQL Tracesnwjs/chromium.src160—~2.9kAutomated safety check: PassBSD-3-Clause

Similar skills

  • Guides classifying, gap-analyzing and scaffolding support for a new SQL database in pREST, from Postgres-compatible variants to entirely new dialects.

    4.6k GitHub stars~1.6k tokensUpdated today
    DatabasesAuto-check passed
  • Cursor BYOK Database Schema

    leookun/cursor-byok

    Guides SQLite schema changes in the Cursor BYOK server, keeping SQLx migrations, the Rust store, API contracts and fixtures aligned.

    3.2k GitHub stars~1.3k tokensUpdated today
    DatabasesAuto-check passed
  • Squix

    eduardofuncao/squix

    Run SQL queries across databases (Postgres, MySQL, SQLite, etc.) via the squix CLI.

    273 GitHub stars~784 tokensUpdated 16 days ago
    DatabasesAuto-check passed
  • Drizzle Migrations

    bretzel-app/crumbs

    Drizzle ORM schema management and SQLite migrations — adding tables, modifying columns, creating indexes, generating and running migrations, Drizzle query patterns.

    127 GitHub starsUsed in 1 repo~2.6k tokens
    DatabasesAuto-check passed
  • Analyzing SQL Traces

    nwjs/chromium.src

    Extracts raw trace data from Perfetto traces, runs arbitrary SQL queries for custom follow-up analysis, and applies expert cognitive principles (Tiered Flow Analysis, Semantic Mismatch, Redundancy)…

    160 GitHub stars~2.9k tokensUpdated 5 days ago
    DatabasesAuto-check passed
  • Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context…

    241 GitHub starsUsed in 2 repos~2.9k tokens
    DatabasesAuto-check passed

More from LiarMTTT/TavernWeave

All 22 skills in this repo
  • Consult Tavernweave Library

    LiarMTTT/TavernWeave

    Route TavernWeave work to bundled development guides, the standing A0 checklist, screened design and motion catalogs, concept/source references, and the offline picker.

    153 GitHub stars~1.6k tokensUpdated 5 days ago
    Auto-check passed
  • Orchestrate Project Blueprint

    LiarMTTT/TavernWeave

    Turn a vague product, character-card, frontend, or Vibe Coding wish into a bounded total design, first-playable contract, scale-appropriate blueprint, resumable NEXT handoff, and evidence-gated…

    153 GitHub stars~1.5k tokensUpdated 5 days ago
    Auto-check passed
  • Reflect On Vibe Code Growth

    LiarMTTT/TavernWeave

    Reassess a user's complete Vibe Code capability network from currently available Codex, Chat, project-state, and delivery evidence; produce both a detailed standalone text assessment form and a…

    153 GitHub stars~1.1k tokensUpdated 5 days ago
    Auto-check passed
  • Activate Tavernweave Soul

    LiarMTTT/TavernWeave

    Activate, switch, combine, or close TavernWeave Soul as a portable current-task teaching overlay with 阿瞳 for warm guidance, MTTT.sir for strict learning examination, 灵魂杀手 for blunt frontend and…

    153 GitHub stars~1.8k tokensUpdated 5 days ago
    Auto-check passed
  • Code Quality Workflow

    LiarMTTT/TavernWeave

    End-to-end code quality workflow for evidence-backed code review, full repository reviews, architecture reviews of software and character-card systems, refactor decisions, authorized minimal…

    153 GitHub stars~3.3k tokensUpdated 5 days ago
    Auto-check passed
  • Shadcn Tailwind UI

    LiarMTTT/TavernWeave

    Build, restyle, or review accessible React interfaces that use shadcn/ui, Radix UI primitives, and Tailwind CSS.

    153 GitHub stars~1.7k tokensUpdated 5 days ago
    Auto-check passed

Works with

Questions about Build Work Library

What does Build Work Library do?

Build source-backed work reference libraries for fan creation from novels, local material, researched webpages and inspected image references. Build Work Library is an agent skill from LiarMTTT/TavernWeave. Build source-backed work reference libraries for fan creation from novels, local material, researched webpages and inspected image references.

When should I use Build Work Library?

Build Work Library fits situations like: 小说转资料库/数据库、作品资料库、同人资料整理、联网收集文图、原作设定检索与二创资料包; tasks that involve Creative writing and fiction.

How do I install Build Work Library in Claude Code?

Run `npx skills add LiarMTTT/TavernWeave --skill build-work-library -a claude-code`. Or copy the skill folder (skills/build-work-library in LiarMTTT/TavernWeave) into .claude/skills/build-work-library in your project. Claude Code loads it when a task matches its description.

How do I install Build Work Library in Codex?

Run `npx skills add LiarMTTT/TavernWeave --skill build-work-library -a codex`. Or copy the skill folder (skills/build-work-library in LiarMTTT/TavernWeave) into .agents/skills/build-work-library in your project. Codex loads it when a task matches its description.

Can I use Build Work Library in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LiarMTTT/TavernWeave --skill build-work-library -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/build-work-library, .gemini/skills/build-work-library, .github/skills/build-work-library and .opencode/skills/build-work-library in your project.

What does Build Work Library need to run?

Going by SKILL.md and its folder, Build Work Library needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Build Work Library access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Build Work Library safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Build Work Library use?

Build Work Library has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Build Work Library use?

About 792 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.2k tokens, read only when the agent opens those files.

What are the alternatives to Build Work Library?

Skills that share tags, products or a category with Build Work Library: SQL Database Support for pREST (prest/prest, 4.6k stars), Cursor BYOK Database Schema (leookun/cursor-byok, 3.2k stars), Squix (eduardofuncao/squix, 273 stars) and Drizzle Migrations (bretzel-app/crumbs, 127 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Build Work Library?

LiarMTTT (a GitHub user) maintains it in LiarMTTT/TavernWeave, which has 153 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on October 4, 2026.

Source: LiarMTTT/TavernWeave on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.