Product

SkillDev tools

Consolidated Galyarder Framework Product intelligence bundle.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Product skill

What this skill tells your AI

The instructions your AI receives, as published by galyarderlabs/galyarder-framework in skills/product/SKILL.md and read by ahel’s review.

Create or refine a product contract with the user's authority.

The contract works because it forces every claim into evidence or labeled aspiration; if a reader cannot tell which is which, the document has failed.

  1. Inspect existing product, README, goals, release, and evidence sources.
  2. Ask only for decisions that cannot be grounded safely from those sources.
  3. State mission, users, pains, value, differentiation, and non-goals. For this repository's own product surfaces, start from the canonical category in docs/contracts/ubiquitous-language.md (AgentOps is the operations layer for agentic engineering) and preserve the small ownership boundary — never re-frame AgentOps as an execution orchestrator, factory, or loop.
  4. Separate evidence from hope under two required headings. Put every grounded claim under ## Proven, each carrying a resolvable citation (a README, release, test, or evidence source). Put unproven hopes, evidence gaps, and not-yet-measured success signals under ## Assumptions. A claim that cannot cite a source belongs under ## Assumptions, never ## Proven.
  5. Preserve an existing PRODUCT.md unless the user authorizes replacement.
  6. Return the document to the caller; Plan may use it as intent context.

Named failure mode — aspiration laundering: an unproven hope written in the ## Proven section; once laundered, every downstream plan inherits a false premise. Detector: any ## Proven claim without a resolvable citation is a laundered aspiration — move it to ## Assumptions or cite it.

Anti-pattern: rewriting a healthy PRODUCT.md wholesale because the session has fresh opinions. Corrective: refine only the sections the user asked to change and preserve the rest byte-for-byte.

Product does not select work, invoke a loop, repair itself, validate itself, or choose delivery.

Signals

GitHub stars
24
Forks
5
Last commit
Jul 2026
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Catalog kind
skill
Gateway key
product
Source
github.com/galyarderlabs/galyarder-framework