Kaiber
Generate, edit, and beat-sync AI video with leading models in one workspace.
agents-md
Use when the requested deliverable includes creating, reviewing, moving, splitting, or updating a repository AGENTS.md; produces scoped repo guidance. Do not trigger for standalone skills, prompts, non-AGENTS instruction files, READMEs, changelogs, or architecture docs.
Full skill instructions
AGENTS.md gives coding agents scoped, current, repo-specific instructions. It is not a README, runbook, architecture doc, changelog, tutorial, or evidence log. Good guidance is evidence-backed, concise, scoped to the file's directory tree, and behavioral: it tells agents what to do differently in this repository.
AGENTS.md.AGENTS.md is not an explicit deliverable.AGENTS.md exists. Run the analyzer, sample source/config/docs, then draft the smallest useful file.AGENTS.md, nested AGENTS.md files that may overlap, and git status --short when available.python <skill-root>/scripts/analyze_project.py --repo-root <target-repo> --format json. Treat it as a sampling guide, not authority.python <skill-root>/scripts/validate_agentsmd.py --repo-root <target-repo> --agents-file <target-agents-file> --mode <quick|standard|exhaustive> and python <skill-root>/scripts/semantic_check_agentsmd.py --repo-root <target-repo> --agents-file <target-agents-file>.Keep a rule only when it is:
AGENTS.md directory tree.Load extra references only when the task needs them:
| Trigger | Read |
|---|---|
| Tool, CLI, MCP, API, generated file, migration, schema, or public contract guidance | references/contract-bearing-agentsmd.md |
| Split, move, nested scopes, stale topology, or ownership handoff | references/topology-and-handoff-guidance.md |
| Live operations, degraded tools, manual dispatch, stop states, or environment resets | references/degraded-tool-surface.md, references/evidence-invalidation.md |
| Subagents or delegated review workflows | references/subagent-coordination-patterns.md |
| Python, TypeScript, other stack, Databricks/Spark, or ML-specific evidence prompts | references/language-specific/python-guidance.md, references/language-specific/typescript-guidance.md, references/language-specific/other-stack-guidance.md, references/domain-specific/databricks-spark.md, references/domain-specific/ml-projects.md |
| Review-only or judgment-heavy audit | references/manual-audit.md |
For edit modes, include changed files, rules added/changed/removed, evidence sources sampled, validation commands and results, and residual risks.
For review mode, lead with findings ordered by severity. Each finding needs the affected AGENTS.md section or line, supporting repo evidence, why it matters, and the recommended fix. Then list open questions, test/validation gaps, and a brief summary only after findings.
| Tool | Use |
|---|---|
| scripts/analyze_project.py | Stack, config, test, path, and suggestion inventory |
| scripts/validate_agentsmd.py | Structural validation |
| scripts/semantic_check_agentsmd.py | Path, command, link, and example validation |
| scripts/check_agentsmd_templates.py | Skill template and guidance hygiene |
| scripts/run_agentsmd_fixture_checks.py | Known fixture behavior for validator changes |
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