| name | attune |
| description | In D&D, attunement is how you bond with a magic item so it works specifically for you. The real-world version is workflow profiling: the grimoire interviews you about your stack, your systems, your automation surface, and your priorities — then generates a personalized spell loadout, category weights, and domain vocabulary so routing, optimization, and every subsequent spell invocation is tuned to your actual work instead of generic defaults. |
| user-invocable | true |
Attune
Bond this spellbook to your workflow so every spell knows your stack, your tools, and your priorities.
Overview
Attune is interpreted here as a metaphorical skill with a shipping-now execution model.
Canonical source: Attune (skill)
Provider target: OpenClaw
When To Use
- You just installed the grimoire and want it configured to your workflow before using anything else.
- Your stack, tools, or priorities have changed and you want the spellbook to re-learn your context.
- You want to generate a personalized spell loadout instead of browsing 122 entries blind.
Workflow
- Interview the user about their stack: languages, frameworks, infrastructure, deployment targets, and daily tools.
- Map their workflow surface: what they automate, what they monitor, what breaks, what they communicate about, and what they wish was easier.
- Score each grimoire category against their stated workflow to produce category weights.
- Select a prioritized spell loadout — the 10-15 spells most likely to be useful immediately, plus stretch picks they might not have considered.
- Write the attunement profile to ~/.hermes/attunement.json (or $HERMES_HOME/attunement.json) so the DSPy router and future spell invocations can read it.
- Optionally trigger GEPA re-optimization of the top spells using the user's domain vocabulary as training signal.
Deliverables
- A personalized attunement profile written to disk.
- A prioritized spell loadout with reasons for each pick.
- Category weights so the DSPy router biases toward relevant shelves.
- A shortlist of spells worth GEPA-optimizing for the user's domain.
Guardrails
- Do not assume the user's stack from the current directory alone — ask, then verify.
- Do not overwrite an existing attunement without confirmation.
- Keep the interview conversational and short — five good questions beats twenty generic ones.
Default Invocation
Use $attune to configure this spellbook to my workflow — interview me about my stack and generate a personalized spell loadout.
