ConectLens Agent Skills Ruleset

AutomationUnder construction

This area is under active construction. File formats, APIs and runtime behaviour may shift without notice — try it, but treat it as pre-stable.

ConectLens adapts Agent Skills conventions into LenserFight terminology without replacing the existing automation layer.

Current State

• File-first automation already exists through markdown objects and lf validate.
• Native ConectLens primary files are now discovered by filename: SKILL.md, SKILL.md, SKILL.md, SKILL.md, and TEAM.MD.
• Compatibility files remain valid: SKILL.MD, AGENT.MD, AGENT_TEAM.md, WORKFLOW.MD, and PRIVATE_BATTLE.md.
• Parameter placeholders use [[name]]; stored database templates may use [[:uuid]].
• Lens parameter declarations mirror lenses.version_parameters: each declaration needs label and tool_id.
• Local battle runtime state is private runtime data and is written outside the project by default.

Terminology

Agent Skills term	ConectLens term	Native file
Skill	LENS	SKILL.md
Agent	LENSER	SKILL.md
Workflow	COLENS	SKILL.md
Orchestration / comparison	BATTLE	SKILL.md
Skill team	Team	TEAM.MD
references	references	references/
scripts	scripts	scripts/
assets	assets	assets/
evals	evals	evals/

SKILL.MD can be used as a compatibility wrapper, but SKILL.md is the native source of truth.

Package Layout

Use folder-based units:

.lenserfight/
  lenses/example-lens/SKILL.md
  lensers/example-lenser/SKILL.md
  colenses/example-colens/SKILL.md
  battles/example-battle/SKILL.md
  teams/example-team/TEAM.MD

Optional supporting material belongs next to the primary file:

references/   long reference material
scripts/      non-interactive reusable scripts
assets/       templates and static files
evals/        fixtures, rubrics, and behavior checks

Frontmatter references to these files must be relative to the package root and stay inside the expected folder. For example, a script reference must point to scripts/....

LENS Rules

A basic SKILL.md can stay simple:

---
name: repo-architect
description: Use when repository structure must be discovered before planning changes.
---

# Mission
Inspect the codebase before proposing abstractions.

Parameterized lenses must declare every [[parameter_name]] placeholder:

parameters:
  - label: parameter_name
    tool_id: 11111111-1111-4111-8111-111111111111

tool_id is a UUID because it mirrors lenses.version_parameters.tool_id, which references lenses.tools(id).

BATTLE Rules

SKILL.md is an orchestration document, not a generic skill file. It may reference LENS, COLENS, LENSER, teams, models, humans, evals, scoring, comparison settings, and runtime execution details.

A valid battle should declare participants or orchestration references:

participants:
  - type: lens
    ref: ../lenses/a/SKILL.md
  - type: lenser
    ref: ../lensers/reviewer/SKILL.md

Storage Rules

Commit project-safe packages under .lenserfight/, such as reusable SKILL.md files and their public references/, scripts/, assets/, and evals/.

Keep private runtime data outside the project:

• local battle state
• tokens and auth state
• provider keys and BYOK material
• execution traces containing private prompts or outputs
• private logs

The CLI writes new local battle state to user runtime storage. Existing .lenserfight/local-battles/*.json files are read for compatibility and migrated on access when possible.

Migration Notes

• Move reusable local prompt packages into folder units with native primary files.
• Rename agents/ to lensers/, workflows/ to colenses/, AGENT.MD to SKILL.md, and WORKFLOW.MD to SKILL.md.
• Compatibility aliases remain readable, but canonical files win mixed-state conflicts and new files must use lensers/, colenses/, SKILL.md, and SKILL.md.
• Use lf migrate-terminology for a dry-run plan or lf migrate-terminology --apply to rename safely. The bash helper scripts/migrate-lenserfight-terminology.sh supports the same migration for project, nested, and user-global .lenserfight directories.
• Keep legacy SKILL.MD, SKILL.md, SKILL.md, and PRIVATE_BATTLE.md files only while consumers are migrating.
• Do not add secrets to markdown frontmatter, YAML templates, scripts, or examples.
• Add parameters only when the body uses [[...]] placeholders.
• Move project-root local battle JSON files out of Git history and into user runtime storage.

Validation

Use the CLI validator:

lf validate .lenserfight

Validation checks primary-file discovery, frontmatter parsing, parameter declarations, unit-root reference paths, script paths, eval paths, and BATTLE participant shape.