Brali Agent Skill · practical · usable

When Faced with a Problem, Start by Making an Educated Guess About the Cause

When faced with a problem, start by making an educated guess about the cause. Write down your hypothesis and what you expect to happen if it’s true.

AgentSkills.iopracticalusableProblem SolvingCritical Thinking
Open SKILL.mdCanonical recordVerification JSONAll Agent Skills

Portable instruction

What the agent should do

When a work problem is unclear, write one plausible explanation, state what you would expect to observe if it were true, run the smallest safe check that could change your mind, and update the hypothesis from the result.

Check-in

What did I expect to observe, what actually happened, and what changed in my explanation after the test?

Install

One portable file, host-specific location.

Inspect SKILL.md first. The evidence state and skill mode are part of the contract.

Install for normal use.

Claude Code

Drop into a skill folder

Personal: ~/.claude/skills/start-with-a-hypothesis/SKILL.md
Project: .claude/skills/start-with-a-hypothesis/SKILL.md

Claude Agent Skills docs

Hermes Agent

Install directly from this URL

hermes skills install https://brali-lifeos.github.io/skill-packs/start-with-a-hypothesis/SKILL.md

Hermes skills docs

OpenClaw

Place in a discovered skill root

Workspace: <workspace>/skills/start-with-a-hypothesis/SKILL.md
Global: ~/.openclaw/skills/start-with-a-hypothesis/SKILL.md

OpenClaw skills docs

Brali verification

Coverage and trust state are checked together.

Canonical ID: brali:start-with-a-hypothesis
Evidence state: practical
Skill mode: usable
Recommendation eligible: yes
SHA-256: 37f25dd19d959737a8f0a7868906b444fe2d46c64a4d468ea6e935a295930745

Brali CI verified. This means identity, state, mode, provenance and file integrity matched the generated corpus. It is not third-party vendor endorsement.

Why every hack gets a skill

Brali keeps a one-to-one machine surface: one hack record, one stable skill identity. Trust state determines what the skill is allowed to do.

License

Original Brali knowledge is available for non-commercial reuse under CC BY-NC-SA 4.0. Keep attribution, canonical record link, evidence state and skill mode.