adversarial-review
CommandAdversarial, reproduce-by-execution review of a GitHub PR (fan-out sub-agents, verify, draft review)
@agenttoolkitInstall CommandDevelopment
Command
/evolve-lite-synthesize-skill
Convert a saved trajectory into a reusable agent skill (SKILL.md + supporting scripts) that future agents can invoke to skip rediscovered work. Use when a session captured a non-trivial workflow worth promoting from a free-text guideline to an executable skill.
> /plugin marketplace add AgentToolkit/altk-evolve> /plugin install evolve-lite@evolve-marketplace
Command definition
evolve-lite-synthesize-skill.mddescription: Convert a saved trajectory into a reusable agent skill (SKILL.md + supporting scripts) that future agents can invoke to skip rediscovered work. Use when a session captured a non-trivial workflow worth promoting from a free-text guideline to an executable skill.
Use the `evolve-lite-synthesize-skill` skill on the current conversation. Follow the skill's instructions exactly.
Stats
139
Stars
19
Forks
Active
Maintenance
Python
Language
Apache-2.0
License
Last commit
Created
Ships withaltk-evolve
Evolve helps AI agents learn from experience. It turns past trajectories into reusable guidelines that help agents complete future tasks, without changing model weights.
13733 skills
Stars on GitHub
Momentum
- stars in total
- 137
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CommandAnalyze saved trajectories and recall audit events offline to record whether recalled guidelines influenced completed sessions.
@agenttoolkitInstall Commandevolve-lite-publish
CommandPublish a private entity (guideline, feedback, project or reference) to a configured write-scope repo.
@agenttoolkitInstall Commandevolve-lite-retention
CommandApply data-retention rules to the local evolve store — flag or delete stale and unused memories and expired sessions (dry-run by…
@agenttoolkitInstall Commandevolve-lite-save-traje…
CommandSave the current conversation as a trajectory JSON file in OpenAI chat completion format for analysis and fine-tuning
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build
CommandImplement tasks incrementally — build, test, verify, commit. Add "auto" to run the whole plan in one approved pass.
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