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Updated
Version
v1.8
Sources
5 sources
Status
Published

AI agent

Agent

A system that pursues an objective by choosing actions, using tools, and observing their results in a bounded loop.

Level 1

Understand

Key difference

Unlike a chatbot, an agent is not limited to producing a conversational answer: it can select and sequence authorized actions.

Everyday phrases

  • an agent that delegates actions to tools
  • a loop that observes, decides, then acts
  • an assistant that executes actions within limits

Example

An agent inspects a repository, changes a component, then runs its tests within granted permissions.

Counter-example

A FAQ that returns a prepared answer without choosing or executing an action is not an agent.

Level 2

Apply

Continue with a guide

Understand → Recognize → Choose → Compare

Pack for your agent

Pre-written instructions to paste into your agent. Copying executes nothing.

Implement correctly

Use Agent deliberately

# Ground Agent in your agent

## Objective
Use “Agent” precisely in code, documentation, and conversations: A system that pursues an objective by choosing actions, using tools, and observing their results in a bounded loop.

## Prerequisites
- Inspect how the term is used today in the repository, documentation, and prompts.
- Identify the neighboring notions already named: Chatbot, Workflow, Tool.
- Preserve existing correct usages.

## Working definition
A system that pursues an objective by choosing actions, using tools, and observing their results in a bounded loop.

## Decisive difference
Unlike a chatbot, an agent is not limited to producing a conversational answer: it can select and sequence authorized actions.

## Example that counts as Agent
An agent inspects a repository, changes a component, then runs its tests within granted permissions.

## Counter-example
A FAQ that returns a prepared answer without choosing or executing an action is not an agent.

## Acceptance criteria
- Every use of the term matches the working definition.
- Edge cases are settled with the decisive difference, not by intuition.
- Neighboring notions (Chatbot, Workflow, Tool) are named with their own term.

## Guardrails
- Show the proposed changes before any external action.
- Do not publish, send, delete, pay for, or change remote state without explicit authorization.
- Preserve unrelated changes and stop if the scope becomes ambiguous.

## Output format
- Outcome or verdict.
- Files or actions involved.
- Checks run and observable evidence.
- Remaining blockers or limitations.
  • Requires · The agentic vocabulary already used in the repository and documentation
Why it works
  • The notion is framed by a sourced working definition, not ambient usage.
  • The decisive difference settles edge cases reproducibly.
  • The example and counter-example bound the term on both sides.

Try next

Map the neighboring notions

# Map the neighboring notions

## Objective
Extend the same rigor to the related notions (Chatbot, Workflow, Tool) so the project vocabulary stays coherent.

## Checks
- List every neighboring notion used without a definition.
- Apply its documented decisive difference.
- Record the still-ambiguous cases for the next entry.

## Guardrails
- Show the proposed changes before any external action.
- Do not publish, send, delete, pay for, or change remote state without explicit authorization.
- Preserve unrelated changes and stop if the scope becomes ambiguous.

## Output format
- Outcome or verdict.
- Files or actions involved.
- Checks run and observable evidence.
- Remaining blockers or limitations.

sha256:2c677c96411c52151f15201edc9af76dc240036e00d6dd22aa1fbdf2dfeee24a

Diagnose a problem

Fix a Agent mix-up

# Fix a mix-up around Agent

## Observed symptom
[DESCRIBE THE SYMPTOM HERE]

## Observable checks
- Compare the disputed usage with the working definition: A system that pursues an objective by choosing actions, using tools, and observing their results in a bounded loop.
- Apply the decisive difference: Unlike a chatbot, an agent is not limited to producing a conversational answer: it can select and sequence authorized actions.
- Confront the case with the documented counter-example: A FAQ that returns a prepared answer without choosing or executing an action is not an agent.

## Possible causes
- The term is used for a neighboring notion (Chatbot, Workflow, Tool).
- The observed form (interface, script, service) is confused with the actual behavior.
- An alias (AI agent) carries a different meaning in the project.

## Bounded fixes
- Rename or reclassify only the usages that contradict the working definition.
- Document each choice by citing the decisive difference.

## Final verification
- Reread every corrected occurrence against the documented example and counter-example.

## Guardrails
- Show the proposed changes before any external action.
- Do not publish, send, delete, pay for, or change remote state without explicit authorization.
- Preserve unrelated changes and stop if the scope becomes ambiguous.

## Output format
- Outcome or verdict.
- Files or actions involved.
- Checks run and observable evidence.
- Remaining blockers or limitations.
  • Requires · The agentic vocabulary already used in the repository and documentation
Why it works
  • The diagnosis compares usage with documented criteria instead of an opinion.
  • Fixes stay bounded to genuinely contradictory usages.
  • The final verification runs back through the sourced example and counter-example.

Try next

Anchor the vocabulary in the project

# Anchor the vocabulary in the project

## Objective
Turn the clarification into a reusable rule so the mix-up does not return.

## Checks
- Add the working definition to the project glossary.
- Link every neighboring term to its own entry.
- Check new documents against the decisive difference.

## Guardrails
- Show the proposed changes before any external action.
- Do not publish, send, delete, pay for, or change remote state without explicit authorization.
- Preserve unrelated changes and stop if the scope becomes ambiguous.

## Output format
- Outcome or verdict.
- Files or actions involved.
- Checks run and observable evidence.
- Remaining blockers or limitations.

sha256:25612583de89d1d065b5d090f69803eddd207b2a35eceb595cc973a3b0b18ed4

Full entry, saving and provenance

Pre-written instruction by SkillCodex — your request is neither sent nor used to adapt this text; no content is generated, and copying executes nothing.

Pack digest: sha256:7a5a239a2dd0e56324a4336a762bed2cd6ee72b72e3c1cba14d579ff3163764d

Level 3

Verify

Sources

Revision glossary-v1.8:agent · 2026-08-03

Sourced content digest
sha256:adf9b55cf9895e074fb3a3fde5dafd6de2a754e419f9367ccdf23d24558a20b7