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Tech Debt Ledger
by
John DeVere Cooley
· GitHub ↗
· v1.0.0
277
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0
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1
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Install in OpenClaw
/install tech-debt-ledger
Description
Tracks technical debt as actual financial debt — with principal, interest rates, minimum payments, and compound growth. Turns vague "we should fix that somed...
Usage Guidance
This appears to be a guidance/estimation skill with no installs, credentials, or code, so it's broadly coherent with its stated purpose. Before installing or enabling autonomous use, review the full SKILL.md (the provided content was truncated) to confirm it does not: 1) instruct the agent to read arbitrary files or system paths you consider sensitive, 2) instruct sending repository or environment data to external endpoints, or 3) ask you later to provide API keys or other secrets. If you plan to run it against a repository, first test it in an isolated copy without secrets and consider disabling autonomous invocation until you are comfortable with the exact runtime steps the skill will perform.
Capability Analysis
Type: OpenClaw Skill
Name: tech-debt-ledger
Version: 1.0.0
The skill bundle is benign. The `_meta.json` file contains standard metadata. The `SKILL.md` documentation thoroughly describes a system for tracking technical debt and explicitly states 'Zero external dependencies. Zero API calls.' and `requires_api: false`. There are no hidden commands, prompt injection attempts, or instructions that would lead an AI agent to perform unauthorized actions, access sensitive data, or exfiltrate information. The content is purely descriptive of the skill's intended functionality.
Capability Assessment
Purpose & Capability
The name, description, and visible content all describe a ledger-style financial model for technical debt. There are no declared dependencies, credentials, or install steps that would be disproportionate to a documentation/estimation tool.
Instruction Scope
The provided SKILL.md excerpt contains detailed models, classifications, and example ledger entries and appears to be guidance/instructions for producing debt entries and audits. Because the SKILL.md is long and the runtime instructions were truncated in the supplied data, I cannot confirm whether later sections instruct the agent to read repository files, scan system paths, or send data to external endpoints. The visible portion does not reference environment variables, credentials, or network endpoints.
Install Mechanism
No install spec and no code files are present. This is lowest-risk (instruction-only) — nothing will be written to disk or pulled from external URLs by an installer.
Credentials
The skill declares no required environment variables, credentials, or config paths. That matches the described purpose of modelling and tracking debt.
Persistence & Privilege
always is false and the skill does not request persistent or elevated platform privileges. Autonomous invocation is allowed by default on the platform but that alone is normal and not an additional red flag here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install tech-debt-ledger - After installation, invoke the skill by name or use
/tech-debt-ledger - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Tech Debt Ledger?
Tracks technical debt as actual financial debt — with principal, interest rates, minimum payments, and compound growth. Turns vague "we should fix that somed... It is an AI Agent Skill for Claude Code / OpenClaw, with 277 downloads so far.
How do I install Tech Debt Ledger?
Run "/install tech-debt-ledger" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Tech Debt Ledger free?
Yes, Tech Debt Ledger is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Tech Debt Ledger support?
Tech Debt Ledger is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Tech Debt Ledger?
It is built and maintained by John DeVere Cooley (@jcools1977); the current version is v1.0.0.
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