AI Agent Self-Improvement Memory Auditor

=== AI AGENT FAILURE AUDIT ===

Failure summary
An Agensi SKILL.md submission was rejected because it lacked YAML frontmatter and contained wording that triggered unsafe environment access concerns.

Original request
Create a SKILL.md ZIP file for Agensi.

Expected behavior
The ZIP should contain a valid SKILL.md file with required YAML frontmatter and safe permission wording.

Actual behavior
The file missed YAML frontmatter and included platform-sensitive wording.

Feedback/correction
The marketplace security review rejected the skill and requested proper frontmatter plus safer permission and security language.

Severity
Critical

Failure category

• Marketplace rejection failure
• Format failure
• Safety or compliance failure

Root cause
The agent created the skill content but did not run an Agensi-specific preflight validation checklist before packaging the ZIP.

Durable lesson
For every Agensi SKILL.md ZIP submission, the agent must include YAML frontmatter and run a safety wording check before packaging.

New operating rule

Rule name
Agensi SKILL.md Safe Packaging Rule

Trigger
Whenever creating or revising a SKILL.md ZIP for Agensi.

Required behavior
Include YAML frontmatter with name, description, and tags. Use safe default permissions. Avoid wording that implies direct secret-value access, open-ended network use, unsafe command execution, or autonomous high-risk actions unless explicitly required and safely documented.

Forbidden behavior
Do not package a SKILL.md ZIP without frontmatter. Do not include risky permission language by default.

Rationale
Agensi security review may reject skills with missing metadata or unsafe patterns.

Anti-pattern
Platform-Blind Packaging

What it looks like
The skill body is detailed, but marketplace-specific metadata and security requirements are missing.

Why it fails
The marketplace rejects the submission even if the content is useful.

Replace with
Create the content and run platform-specific validation before packaging.

Regression test

Test name
Agensi Safe ZIP Validation

Test prompt
Create a DevOps SKILL.md ZIP for Agensi.

Expected behavior
The agent includes YAML frontmatter, safe permissions, no direct secret-value access, no open-ended network requirement, and exactly one SKILL.md file in the ZIP.

Failure condition
Missing frontmatter or unsafe permission wording.

Pass criteria
ZIP contains SKILL.md with valid frontmatter and safe permission model.

Instruction patch

Add under packaging rules
Before delivering any Agensi ZIP, verify that SKILL.md includes YAML frontmatter with name, description, and tags, and that permissions are minimal and justified.

Memory candidate
Yes

Memory recommendation
Store the generalized rule that future Agensi SKILL.md ZIP files should include YAML frontmatter and safe permission guidance by default.

Conflict check
No conflict. This strengthens platform compliance.

Verification plan
Recreate the rejected ZIP and resubmit after validating frontmatter and safety wording.

Final recommendation
Add this rule to the creator’s general Agensi skill-building workflow and run it before every future ZIP delivery.