AI Agent Self-Improvement Memory Auditor

My Agensi skill was rejected because the SKILL.md file had no YAML frontmatter and the security review flagged unsafe environment access wording. Convert this failure into a durable rule, anti-pattern, regression test, instruction patch, and memory candidate review.

=== 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.