Insight Assess

/assess

Structured evaluation of an approach, decision, or implementation — assess viability across multiple dimensions and deliver a clear recommendation.

> Structured execution spec: [protocol.yon](protocol.yon). Read it for the canonical rules and step sequence; this file is explanation. The two must stay in sync — if you edit one, update the other and refresh the @STAMP date.

> Decision Support Protocol — convergent evaluation. /insight-explore generates alternatives (divergent). /insight-assess evaluates them (convergent). /insight-critique reviews outputs (reactive). Three complementary tools.

Phase 1 — Frame the Decision

Identify what is being assessed: a specific approach, a decision between options, an implementation pattern, or an architectural direction.

Load relevant context — files, docs, KIs, skills. Define what we are optimizing for and the constraints.

Gate: cannot assess without a clear subject. If the decision cannot be framed, ask for clarification before proceeding.

Phase 2 — Dimensional Analysis

Evaluate across all relevant dimensions. Skip dimensions that don't apply.

Pros & cons — concrete advantages and disadvantages. Cite actual code, dependencies, or patterns. No vague generalizations. If comparing multiple options, do side-by-side.

Quality assessment — score STRONG / ADEQUATE / WEAK with justification on:

• Performance — bundle size, runtime overhead, N+1 queries, render cycles
• Code quality — DRY violations, coupling, testability, readability
• Developer experience — API ergonomics, debugging ease, onboarding friction
• Maintainability — upgrade path, community support, lock-in risk

Impact assessment — map and classify overall impact LOW / MEDIUM / HIGH:

• Blast radius — packages/apps/files
• Migration effort — if replacing something
• Breaking changes — if any
• Learning curve — for the team
• Future flexibility — does this open or close doors?

Phase 3 — Alignment Check

• Does this align with repo coding standards?
• Does it follow existing patterns, or introduce a new one?
• If new, is it justified?
• Check relevant skills and KIs for prior art.

Phase 4 — Recommendation

Structure:

• VERDICT — one of: PROCEED / PROCEED WITH CAVEATS / RECONSIDER / REJECT
• RATIONALE — 1–2 sentences
• CONDITIONS — if PROCEED WITH CAVEATS: what must be addressed
• ALTERNATIVES — if RECONSIDER / REJECT: what to do instead

Gate: assessment is incomplete without a recommendation delivered to the user.

Rules

• MUST be concrete and specific when listing pros/cons — cite actual code, libraries, or patterns.
• MUST check performance, DX, and maintainability — not just correctness.
• MUST use consistent dimensions across all options when comparing.
• MUST NOT make changes, write code, or execute — evaluation only.
• MUST NOT hedge without a clear verdict — always commit to a recommendation.
• SHOULD note caveats or conditions even if minor when recommending PROCEED.
• SHOULD suggest concrete alternatives when recommending RECONSIDER.

Next Steps

• /plan-create — if verdict is PROCEED
• /insight-explore — if more options are needed before deciding
• /insight-critique — if a deeper review of specific output is needed

> Human output. This skill's handler-facing output obeys the human-output > contract (human-output/SKILL.md).

> Next skills. On completion, run the Next Skills protocol (next-skills/SKILL.md): surface the next-skills recommendations from front-matter for the caller to pick. Offer only — never auto-invoke.

> Self-improvement. On completion, run the Self-Improvement Protocol (self-improve/SKILL.md): if this run surfaced a concrete, blocking-or-recurring weakness in this skill, propose a specific fix for the handler to approve. Conservative — silent otherwise. Never auto-apply.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: allemaar
• Source: allemaar/open-skills
• License: Apache-2.0
• Homepage: https://allemaar.com

Install and usage instructions live in the source repository linked above.