Install
$ agentstack add skill-tmusser-ai-engineering-skills-mini-spec ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Mini Spec
Purpose
Create the smallest useful SPEC.md that clarifies intent, names the likely failure mode, and gives the agent a verifiable target before planning or implementation.
When to use
Use when a project or feature is clear enough to define before implementation.
Inputs
- Clarified request
CONTEXT.mdif available- Constraints
- Known commands
- Acceptance criteria or desired behavior
Workflow
- State the objective.
- Identify the user or use case.
- Define observable acceptance criteria.
- Record non-goals.
- List likely failure modes and name the primary failure mode for this slice.
- Record constraints.
- List run, test, build, and verification commands.
- Sketch project structure.
- Define the smallest verification demo.
- Record open questions.
- When applicable, name compatibility seams that must remain import-compatible or output-compatible.
- When applicable, record invalid-if constraints that would make the slice non-viable.
Outputs
SPEC.md- Explicit acceptance criteria
- Explicit non-goals
- Likely failure modes
- Verification demo
Compatibility seams to preserve
When applicable, list behavior that must remain import-compatible or output-compatible.
- Public imports / APIs: TBD
- CLI commands / flags: TBD
- JSON/schema/output contracts: TBD
- Existing tests whose meaning must remain valid: TBD
- Data/fixture semantics: TBD
Invalid if
- breaks a named compatibility seam
- weakens or rewrites existing tests merely to fit the implementation
- changes fixture/source data without explicit approval
- preserves behavior only through a new alternate path while breaking the old path
- changes forbidden/protected files
- adds dependencies or framework changes outside scope
Stop conditions
- The spec is under 100 lines unless risk justifies more.
- The next implementation slice is clear.
- Unresolved questions are recorded instead of hidden.
Anti-patterns
- Turning a small POC into a full product requirements document.
- Adding speculative future features.
- Writing vague acceptance criteria that cannot be verified.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: tmusser
- Source: tmusser/ai-engineering-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.