Scan a directory or workspace for SKILL.md files across all agents and repos, capture supporting files (references, scripts, linked docs), dedupe vendored copies, enrich each Tessl tile with registry signals, and emit a canonical JSON inventory validated by JSON Schema. Then run four analytical phases in parallel against the inventory — staleness + git provenance (history, broken refs, contributors), quality (Tessl `skill review`), duplicates (similarity + LLM judgement), registry-search (per-standalone-skill registry suggestions, HTTP only) — and render a self-contained interactive HTML report with a top-of-report health overview, top-issues panel, recently-changed list, and per-tessl.json manifests view.
84
90%
Does it follow best practices?
Impact
97%
1.44xAverage score across 2 eval scenarios
Advisory
Suggest reviewing before use
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://tessl.io/skill-insights/discovery.schema.json",
"title": "Skill Insights — Discovery Output",
"description": "Canonical inventory produced by discover-skills. A Skill is one logical SKILL.md (deduped by content hash within a repo). A Tile is one materialised Tessl tile instance in one repo.",
"type": "object",
"additionalProperties": false,
"required": ["schema_version", "metadata", "tiles", "skills", "stats", "warnings"],
"properties": {
"schema_version": { "type": "string", "const": "1.4" },
"metadata": { "$ref": "#/$defs/Metadata" },
"tiles": { "type": "array", "items": { "$ref": "#/$defs/Tile" } },
"skills": { "type": "array", "items": { "$ref": "#/$defs/Skill" } },
"stats": { "$ref": "#/$defs/Stats" },
"warnings": { "type": "array", "items": { "type": "string" } }
},
"$defs": {
"Metadata": {
"type": "object",
"additionalProperties": false,
"required": ["scan_id", "scan_root", "scanned_at", "tool_version", "repos"],
"properties": {
"scan_id": { "type": "string" },
"scan_root": { "type": "string" },
"scanned_at": { "type": "string", "format": "date-time" },
"tool_version": { "type": "string" },
"repos": { "type": "array", "items": { "$ref": "#/$defs/RepoMeta" } }
}
},
"RepoMeta": {
"type": "object",
"additionalProperties": false,
"required": ["repo_id", "name", "path", "is_git_repo", "tessl_manifests"],
"properties": {
"repo_id": { "type": "string" },
"name": { "type": "string" },
"path": { "type": "string" },
"is_git_repo": { "type": "boolean" },
"head_sha": { "type": ["string", "null"] },
"head_branch": { "type": ["string", "null"] },
"remote_url": { "type": ["string", "null"] },
"tessl_manifests": {
"type": "array",
"items": { "$ref": "#/$defs/TesslManifestMeta" }
}
}
},
"TesslManifestMeta": {
"type": "object",
"additionalProperties": false,
"required": [
"path", "name",
"dependencies_total", "dependencies_resolved",
"dependencies_unresolved", "dependencies_skipped_non_skill"
],
"properties": {
"path": { "type": "string", "description": "Repo-relative tessl.json path" },
"name": { "type": ["string", "null"] },
"dependencies_total": { "type": "integer", "minimum": 0 },
"dependencies_resolved": { "type": "integer", "minimum": 0 },
"dependencies_unresolved": { "type": "integer", "minimum": 0 },
"dependencies_skipped_non_skill": { "type": "integer", "minimum": 0 }
}
},
"Tier": {
"type": "string",
"enum": ["published_tile", "authored_tile", "github_tile", "claude_plugin", "non_tile"]
},
"TileTier": {
"type": "string",
"enum": ["published_tile", "authored_tile", "github_tile"]
},
"Tile": {
"type": "object",
"additionalProperties": false,
"description": "One materialised Tessl tile instance in one repo. The same tile name can appear more than once when local source and installed copies both exist.",
"required": [
"tile_id", "name", "repo", "tier", "source",
"version_installed", "manifest_path", "skill_ids"
],
"properties": {
"tile_id": { "type": "string" },
"name": { "type": "string", "description": "workspace/name" },
"repo": { "type": "string" },
"tier": { "$ref": "#/$defs/TileTier" },
"source": {
"type": "string",
"enum": ["tessl_json", "filesystem"],
"description": "How the tile was discovered. tessl_json wins over filesystem when both apply."
},
"version_installed": { "type": ["string", "null"] },
"manifest_path": { "type": ["string", "null"] },
"skill_ids": { "type": "array", "items": { "type": "string" } },
"published_to_registry": { "type": ["boolean", "null"] },
"registry": { "$ref": "#/$defs/TileRegistry" },
"outdated": { "$ref": "#/$defs/TileOutdated" },
"context_cost": { "$ref": "#/$defs/TileContextCost" }
}
},
"TileRegistry": {
"type": "object",
"description": "Tile metadata fetched from the registry. Either an error sentinel or a populated record.",
"additionalProperties": true,
"properties": {
"version": { "type": ["string", "null"] },
"fingerprint": { "type": ["string", "null"] },
"summary": { "type": ["string", "null"] },
"moderationPassed": { "type": ["boolean", "null"] },
"moderationError": { "type": ["string", "null"] },
"archived": { "type": ["boolean", "null"] },
"archivedReason": { "type": ["string", "null"] },
"archivedAt": { "type": ["string", "null"] },
"hasDocs": { "type": ["boolean", "null"] },
"hasSkills": { "type": ["boolean", "null"] },
"hasSteering": { "type": ["boolean", "null"] },
"evalScore": { "type": ["number", "null"] },
"evalBaselineScore": { "type": ["number", "null"] },
"evalImprovement": { "type": ["number", "null"] },
"evalImprovementMultiplier": { "type": ["number", "null"] },
"scores": { "$ref": "#/$defs/TileRegistryScores" },
"_error": { "type": "string" },
"_status": { "type": ["integer", "null"] }
}
},
"TileRegistryScores": {
"type": "object",
"additionalProperties": true,
"properties": {
"aggregate": { "type": ["number", "null"], "minimum": 0, "maximum": 1 },
"quality": { "type": ["number", "null"], "minimum": 0, "maximum": 1 },
"impact": { "type": ["number", "null"], "minimum": 0, "maximum": 1 },
"security": {
"anyOf": [
{ "type": "string", "enum": ["LOW", "MEDIUM", "HIGH", "CRITICAL"] },
{ "type": "null" }
]
},
"evalAvg": { "type": ["number", "null"] },
"evalCount": { "type": ["integer", "null"] },
"lastScoredAt": { "type": ["string", "null"] },
"validationErrors": { "type": "array", "items": { "type": "string" } }
}
},
"TileOutdated": {
"type": "object",
"additionalProperties": false,
"required": ["current", "latest", "update_available"],
"properties": {
"current": { "type": ["string", "null"] },
"latest": { "type": ["string", "null"] },
"update": { "type": ["string", "null"] },
"isLatestPinned": { "type": ["boolean", "null"] },
"update_available": { "type": "boolean" }
}
},
"TileContextCost": {
"type": "object",
"additionalProperties": false,
"required": [
"per_skill",
"front_loaded_total", "on_demand_min_total", "on_demand_max_total",
"content_tokens_total", "lint_valid"
],
"properties": {
"per_skill": {
"type": "object",
"description": "Keyed by skill name (frontmatter name or directory).",
"additionalProperties": {
"type": "object",
"additionalProperties": false,
"required": ["front_loaded", "on_demand_min", "on_demand_max"],
"properties": {
"front_loaded": { "type": "integer", "minimum": 0 },
"on_demand_min": { "type": "integer", "minimum": 0 },
"on_demand_max": { "type": "integer", "minimum": 0 }
}
}
},
"front_loaded_total": { "type": "integer", "minimum": 0 },
"on_demand_min_total": { "type": "integer", "minimum": 0 },
"on_demand_max_total": { "type": "integer", "minimum": 0 },
"content_tokens_total": { "type": "integer", "minimum": 0 },
"lint_valid": { "type": "boolean" },
"exit_code": { "type": "integer" }
}
},
"Skill": {
"type": "object",
"additionalProperties": false,
"required": [
"skill_id", "name", "description", "repo", "tier",
"primary_path", "all_paths", "agent_harnesses",
"source_type", "content_hash",
"owning_package", "declared_in",
"supporting_files", "bundled_directories",
"frontmatter", "content"
],
"properties": {
"skill_id": { "type": "string" },
"name": { "type": "string" },
"description": { "type": "string" },
"repo": { "type": "string" },
"tier": { "$ref": "#/$defs/Tier" },
"tile_id": { "type": ["string", "null"] },
"tile_name": { "type": ["string", "null"], "description": "workspace/name of the owning tile, when applicable." },
"primary_path": { "type": "string", "description": "Repo-relative SKILL.md path." },
"all_paths": {
"type": "array",
"items": { "type": "string" },
"minItems": 1
},
"agent_harnesses": {
"type": "array",
"items": {
"type": "string",
"enum": ["claude", "cursor", "agents", "tessl_tile", "standalone"]
}
},
"source_type": {
"type": "string",
"enum": [
"claude_skill", "cursor_skill", "agents_skill",
"tessl_tile_skill", "standalone", "claude_plugin_skill"
]
},
"content_hash": {
"type": "string",
"pattern": "^sha256:[0-9a-f]{64}$"
},
"owning_package": { "$ref": "#/$defs/OwningPackage" },
"declared_in": {
"type": "array",
"items": { "$ref": "#/$defs/Declaration" }
},
"supporting_files": {
"type": "array",
"items": { "$ref": "#/$defs/SupportingFile" }
},
"bundled_directories": {
"type": "array",
"items": { "$ref": "#/$defs/BundledDirectory" }
},
"frontmatter": { "$ref": "#/$defs/Frontmatter" },
"content": { "$ref": "#/$defs/SkillContent" }
}
},
"OwningPackage": {
"anyOf": [
{ "type": "null" },
{
"type": "object",
"additionalProperties": false,
"required": ["kind"],
"properties": {
"kind": { "type": "string", "enum": ["tessl_tile", "claude_plugin"] },
"name": { "type": ["string", "null"] },
"version": { "type": ["string", "null"] },
"manifest_path": { "type": ["string", "null"] }
}
}
]
},
"Declaration": {
"type": "object",
"additionalProperties": false,
"required": ["manifest_path", "dep_key"],
"properties": {
"manifest_path": { "type": "string" },
"dep_key": { "type": "string" },
"version": { "type": ["string", "null"] }
}
},
"SupportingFile": {
"type": "object",
"additionalProperties": false,
"required": ["path", "kind", "discovered_via", "size_bytes"],
"properties": {
"path": { "type": "string" },
"kind": {
"type": "string",
"enum": ["reference", "script", "linked_doc", "nested_skill", "other"]
},
"discovered_via": {
"type": "string",
"enum": [
"references_dir", "scripts_dir", "markdown_link",
"at_import", "inline_code", "other"
]
},
"line_count": { "type": ["integer", "null"], "minimum": 0 },
"size_bytes": { "type": "integer", "minimum": 0 }
}
},
"BundledDirectory": {
"type": "object",
"additionalProperties": false,
"required": ["path", "file_count"],
"properties": {
"path": { "type": "string" },
"file_count": { "type": "integer", "minimum": 0 }
}
},
"Frontmatter": {
"type": "object",
"additionalProperties": false,
"required": ["raw", "parse_error"],
"properties": {
"raw": {
"description": "Parsed YAML frontmatter; user-controlled, so shape is unconstrained.",
"anyOf": [
{ "type": "object", "additionalProperties": true },
{ "type": "null" }
]
},
"parse_error": { "type": ["string", "null"] }
}
},
"SkillContent": {
"type": "object",
"additionalProperties": false,
"required": [
"line_count", "word_count", "body_preview",
"has_references_dir", "has_scripts_dir"
],
"properties": {
"line_count": { "type": "integer", "minimum": 0 },
"word_count": { "type": "integer", "minimum": 0 },
"body_preview": { "type": "string" },
"has_references_dir": { "type": "boolean" },
"has_scripts_dir": { "type": "boolean" }
}
},
"Stats": {
"type": "object",
"additionalProperties": false,
"required": [
"total_skills", "total_skill_files", "total_repos", "total_tiles",
"by_source_type", "by_repo", "by_tier", "by_tile_tier",
"tiles_by_source",
"tiles_published_to_registry", "tiles_authored_only",
"tiles_with_security_concern", "tiles_with_update_available",
"skills_with_supporting_files", "total_supporting_files"
],
"properties": {
"total_skills": { "type": "integer", "minimum": 0 },
"total_skill_files": { "type": "integer", "minimum": 0 },
"total_repos": { "type": "integer", "minimum": 0 },
"total_tiles": { "type": "integer", "minimum": 0 },
"by_source_type": {
"type": "object",
"additionalProperties": false,
"required": [
"claude_skill", "cursor_skill", "agents_skill",
"tessl_tile_skill", "standalone", "claude_plugin_skill"
],
"properties": {
"claude_skill": { "type": "integer", "minimum": 0 },
"cursor_skill": { "type": "integer", "minimum": 0 },
"agents_skill": { "type": "integer", "minimum": 0 },
"tessl_tile_skill": { "type": "integer", "minimum": 0 },
"standalone": { "type": "integer", "minimum": 0 },
"claude_plugin_skill": { "type": "integer", "minimum": 0 }
}
},
"by_repo": {
"type": "object",
"additionalProperties": { "type": "integer", "minimum": 0 }
},
"by_tier": {
"type": "object",
"additionalProperties": { "type": "integer", "minimum": 0 }
},
"by_tile_tier": {
"type": "object",
"additionalProperties": { "type": "integer", "minimum": 0 }
},
"tiles_by_source": {
"type": "object",
"additionalProperties": false,
"required": ["tessl_json", "filesystem"],
"properties": {
"tessl_json": { "type": "integer", "minimum": 0 },
"filesystem": { "type": "integer", "minimum": 0 }
}
},
"tiles_published_to_registry": { "type": "integer", "minimum": 0 },
"tiles_authored_only": { "type": "integer", "minimum": 0 },
"tiles_with_security_concern": { "type": "integer", "minimum": 0 },
"tiles_with_update_available": { "type": "integer", "minimum": 0 },
"skills_with_supporting_files": { "type": "integer", "minimum": 0 },
"total_supporting_files": { "type": "integer", "minimum": 0 }
}
}
}
}