Trinity Evolution
/install trinity-evolution
Trinity Evolution
Use this skill to operate and audit the OpenClaw self-evolution loop.
Core Workflow
- Check the local system status command before making readiness claims.
- Run the operational preflight before publishing or reporting a release baseline.
- Confirm there are no pending holdouts, repair failures, or unverified current repairs.
- Treat external validation and explicit validation as promotion gates.
- Reject self-referential proof, internal metrics alone, auto-scored results alone, social-only signals, and stale repair status.
- Summarize user-facing impact in plain language: what OpenClaw improved, why it matters, and how the user should use it.
Evidence Rules
Only claim a capability improvement when the current repair has:
- At least two independent external PASS results.
- Zero external FAIL results for the current repair.
- At least one explicit positive validation.
- Zero pending current-repair holdouts.
- A source-backed or artifact-backed rationale.
If any required evidence is missing, state that the evidence is insufficient and do not claim improvement.
v16.0 Baseline
v16.0 means the loop can:
- Discover candidate OpenClaw capabilities from source-backed direction radar.
- Materialize a candidate into repair and holdout records.
- Ask OpenClaw to answer holdouts.
- Judge outputs with an external or configured OpenClaw judge.
- Promote only after repair-level gates pass.
- Preserve failed repairs and create conservative replacement repairs without fabricating success.
- Produce a user-facing daily progress report.
User-Facing Reporting
Reports should describe OpenClaw's practical capability changes, not internal Trinity mechanics.
Use plain language:
- What OpenClaw can now do better.
- Why that matters to the user.
- How the user should use the new behavior.
- What evidence supports the claim.
Safety And Publishing Notes
Do not include sensitive local data, private operational records, messaging service configuration, machine-specific paths, or generated private state in public artifacts.
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install trinity-evolution - After installation, invoke the skill by name or use
/trinity-evolution - Provide required inputs per the skill's parameter spec and get structured output
What is Trinity Evolution?
Audit and operate the Trinity/OpenClaw evolution loop by validating status, preflight, capability gates, repair fallback, and user progress reports. It is an AI Agent Skill for Claude Code / OpenClaw, with 49 downloads so far.
How do I install Trinity Evolution?
Run "/install trinity-evolution" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Trinity Evolution free?
Yes, Trinity Evolution is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Trinity Evolution support?
Trinity Evolution is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Trinity Evolution?
It is built and maintained by hollis9087 (@hollis9087); the current version is v16.0.0.