knowledge-base

knowledge-base is a skill for Claude Code from system777/dev-workflow. It costs 89 tokens per session (3,551 once invoked), scanned C, original, no licence file.

A skill for organising an application knowledge base and business product-requirements context. It can coordinate several AI workers and check their results for consistency when triggered by knowledge-base requests.

In plain words
What is it for?
Use it to organise or generate a knowledge base in a full or smaller startup mode, depending on the project's stage.
Why use it?
It helps collect scattered project information into a consistent reference, including when starting a new application.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit Use it to organise or generate a knowledge base in a full or smaller startup mode, depending on the project's stage.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/system777/dev-workflow/01-knowledge-base
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add system777/dev-workflow --skill 01-knowledge-base
Clone the repo
git clone --depth 1 https://github.com/system777/dev-workflow

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for knowledge-base

README.md
[![agentmods](https://agentmods.dev/badge/skills/system777/dev-workflow/01-knowledge-base/github.svg)](https://agentmods.dev/skills/system777/dev-workflow/01-knowledge-base)
Your own site
<a href="https://agentmods.dev/skills/system777/dev-workflow/01-knowledge-base"><img src="https://agentmods.dev/badge/skills/system777/dev-workflow/01-knowledge-base/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for knowledge-base

Your own site · 80×15
<a href="https://agentmods.dev/skills/system777/dev-workflow/01-knowledge-base"><img src="https://agentmods.dev/badge/skills/system777/dev-workflow/01-knowledge-base.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,551 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00089 $0.03551
Opus 5.5 $0.00036 $0.01420
Sonnet 5.5 $0.00018 $0.00710
Haiku 4.5 $0.00009 $0.00355

Measured 1mo ago against content hash f63a9666166e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

knowledge-base scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

│ │ 用户选 [1] → bash: rm -rf {路径}/api-docs/ api-testcase/ biz-knowledge/ test-knowledge/
skills/01-knowledge-base/SKILL.md · 240 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 240 lines · 89 tokens per session scan C f63a9666166e

Subscribe to this mod's changes

knowledge-base is a skill published in the GitHub repository system777/dev-workflow (2 stars, last pushed 5mo ago), with no licence file. It adds 89 tokens to every session and 3,551 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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