Code Harness
SkillDev toolsGuides your agent to write, refactor, review, and debug code more reliably before it starts coding.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Code Harness skill
About this capability
Use BEFORE generating, refactoring, reviewing, or debugging code. Trigger phrases include "write a function/script/class for X", "review this code/diff/PR", "refactor this", "debug this error", "is this implementation correct", "what's wrong with this code", "improve this code", "translate from X to
What this skill tells your AI
The instructions your AI receives, as published by jeremylongshore/tons-of-skills-marketplace in plugins/community/ejentum-code/SKILL.md and read by ahel’s review.
When this skill triggers, call the code tool from the ejentum MCP server. Pass a 1-2 sentence framing of WHAT you are coding or reviewing as the query argument. Include the failure risk to avoid where possible.
Good query: review a Python refactor that converts raise UserNotFound to silent default return; tests still pass
Bad query: look at this code
The tool returns a structured scaffold containing:
[CODE FAILURE]: engineering failure pattern to avoid[ENGINEERING PROCEDURE]: steps to follow[REASONING TOPOLOGY]: decision flow[CORRECT PATTERN]: shape correct code should take[VERIFICATION]: self-checkAmplify:andSuppress:signals
Absorb internally. Do NOT echo bracket labels in the user-facing reply. Apply the scaffold's failure-pattern check against your draft before responding; if your code exhibits the named failure, rewrite.
If the API is unreachable, proceed with native engineering. The scaffold enhances; it is not a hard dependency.
Latency cost: ~1 second. Benefit: catches the kinds of behavioral changes and silent contract violations that look plausible but break under real conditions.
Signals
- GitHub stars
- 3k
- Forks
- 396
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
code-jeremylongshore- Source
- github.com/jeremylongshore/tons-of-skills-marketplace