bugfix

skillagent/agent.py

@@ -6,7 +6,17 @@ from pydantic import BaseModel, Field, ValidationError
 from typing import Literal
 from appPublic.worker import awaitify
 from appPublic.streamhttpclient import StreamHttpClient, liner
+from appPublic.dictObject import DictObject
+from appPublic.log import debug, exception, info
+from ahserver.serverenv import ServerEnv
 from .skillkit_wrapper import SkillkitWrapper
+from .params import ParameterResolver, ResolvedParams, MissingParams
+from .tmpls import (
+	three_candidates_tmpl,
+	resume_tmpl,
+	ask_user_reply_tmpl,
+	choose_candidates_tmpl
+)
 
 # ---------------------------
 # Skill Decision / PlanState
@@ -14,6 +24,7 @@ from .skillkit_wrapper import SkillkitWrapper
 @dataclass
 class SkillDecision:
 	skill: str
+	script: str
 	params: dict
 	reason: Optional[str] = None
 
@@ -29,8 +40,8 @@ class PlanState:
 # 自定义异常
 # ---------------------------
 class MissingParams(Exception):
-	def __init__(self, skill: str, fields: List[str]):
+	def __init__(self, decision: SkillDecision, fields: List[str]):
-		self.skill = skill
+		self.decision = decision
 		self.fields = fields
 
 # ---------------------------
@@ -69,8 +80,7 @@ class DummyLLM(LLM):
 				continue
 			if d.get('content'):
 				doc = f'{doc}{d["content"]}'
-			else:
+		debug(f'{doc=}')
-				print(f'{d} error')
 		return doc
 
 # ---------------------------
@@ -86,9 +96,19 @@ class Agent:
 	def load_skills(self):
 		if self.loaded:
 			return
-		self.skills = self.skillkit.list_skills()
+		skills = self.skillkit.list_skills()
-		for s in self.skills:
+		self.skills = []
-			self.skillkit.load_skill(s.name)
+		for s in skills:
+			sk = self.skillkit.load_skill(s.name)
+			self.skills.append(sk)
+
+	async def render_txt(self, tmpl_name, lang, data):
+		env = ServerEnv()
+		engine = env.tmpl_engine
+		tmpl = tmpl_name.get(lang)
+		if not tmpl:
+			return None
+		return await engine.renders(tmpl, data)
 
 	# ---------------------------
 	# plan: 多 skill 候选 + 参数抽取
@@ -100,7 +120,7 @@ class Agent:
 		try:
 			validated_params = self._validate_params(decision)
 		except MissingParams as e:
-			question = await self._ask_user_for_params(user_text, decision.skill, e.fields)
+			question = await self._ask_user_for_params(user_text, decision.skill, decision.script, e.fields)
 			state = PlanState(
 				user_intent=user_text,
 				skill=decision.skill,
@@ -124,6 +144,7 @@ class Agent:
 	def get_scripts(self, skillname):
 		return self.skillkit.get_skill_scripts(skillname)
 
+	
 	# ---------------------------
 	# resume: 补 missing 参数
 	# ---------------------------
@@ -132,31 +153,13 @@ class Agent:
 		schema_fields = self.skillkit.get_script_params(state.skill, state.script)
 		if schema_fields is None:
 			schema_fields = []
-		prompt = f"""
+		data = {
-You are an agent helping a user fill parameters for a skill.
+			'state': state,
-
+			'kit': self.skillkit,
-Skill name: {state.skill}
+			'json': json,
-Script name: {state.script}
+			'user_reply': user_reply
-Skill required parameters: {schema_fields}
+		}
-
+		prompt = await self.render_txt(resume_tmpl, 'zh', data)
-User original intent:
-\"\"\"{state.user_intent}\"\"\"
-
-Known parameters:
-{state.params}
-
-Missing parameters:
-{state.missing}
-
-User reply:
-\"\"\"{user_reply}\"\"\"
-
-Task:
-- Extract values ONLY for missing parameters.
-- Do NOT modify existing known parameters.
-- All output must match the skill parameter schema.
-- Output JSON only with the missing parameters.
-"""
 		raw = await self.llm.complete(prompt)
 		new_params = json.loads(raw)
 
@@ -164,7 +167,7 @@ Task:
 
 		# 校验 schema
 		try:
-			validated = self._validate_params(SkillDecision(skill=state.skill, params=state.params))
+			validated = self._validate_params(SkillDecision(skill=state.skill, script=state.script, params=state.params))
 		except MissingParams as e:
 			state.missing = e.fields
 			question = await self._ask_user_for_params(state.user_intent, state.skill, e.fields)
@@ -187,75 +190,55 @@ Task:
 		return "Scripts: " + '::'.join(d)
 
 	async def _candidate_skills(self, user_text: str):
-		skill_list = "\n".join(f"- skillname:{s.name}({s.description}): {self.scripts_info(s.name)}" for s in self.skills)
+		data = {
-		prompt = f"""
+			'kit': self.skillkit,
-User request:
+			'prompt': user_text,
-\"\"\"{user_text}\"\"\"
+			'json': json,
-
+			'skills': self.skills
-Available skills:
+		}
-{skill_list}
+		prompt = await self.render_txt(three_candidates_tmpl, 'zh', data)
-
+		debug(f'{prompt=}')
-Task:
-Select up to 3 most relevant skill's scripts.
-
-Output JSON list only.
-"""
 		raw = await self.llm.complete(prompt)
+		debug(f'{raw=}')
 		return json.loads(raw)
 
-	async def _plan_with_candidates(self, user_text: str, candidates: list[str]):
+	async def _plan_with_candidates(self, user_text: str, candidates: list):
-		specs = [s for s in self.skills if s.name in candidates]
+		data = {
-		spec_desc = "\n".join(
+			'prompt': user_text,
-			f"- {s.name}: inputs={list(s.schema.model_fields.keys())}" for s in specs if s.schema
+			'candidates': candidates,
-		)
+			'json': json,
-		prompt = f"""
+			'kit': self.skillkit
-User request:
+		}
-\"\"\"{user_text}\"\"\"
+		prompt = await self.render_txt(choose_candidates_tmpl, 'zh', data)
-
-Candidate skills:
-{spec_desc}
-
-Task:
-1. Choose the best skill.
-2. Extract parameters strictly matching schema.
-
-Rules:
-- If a required parameter is missing, set it to null.
-- Output JSON only.
-
-Output:
-{{
-  "skill": "...",
-  "script": "...",
-  "params": {{ ... }},
-  "reason": "..."
-}}
-"""
 		raw = await self.llm.complete(prompt)
 		return SkillDecision(**json.loads(raw))
 
 	def _validate_params(self, decision: SkillDecision):
-		spec = next(s for s in self.skills if s.name == decision.skill)
+		spec = next(s for s in self.skills if s.metadata.name == decision.skill)
-		if not spec.schema:
+		schema = self.skillkit.get_script_params(decision.skill, decision.script)
+		if not schema:
 			return decision.params
 		try:
-			return spec.schema(**decision.params).dict()
+			resolver = ParameterResolver(schema)
+			result = resolver.resolve(decision.params)
+			if isinstance(result, ResolvedParams):
+				return result.params
+			raise MissingParams(decision, result.missing)
 		except ValidationError as e:
 			missing = [err["loc"][0] for err in e.errors() if err["type"] == "missing"]
 			if missing:
-				raise MissingParams(decision.skill, missing)
+				raise MissingParams(decision, missing)
 			raise
 
-	async def _ask_user_for_params(self, user_text: str, skill: str, fields: List[str]):
+	async def _ask_user_for_params(self, user_text: str, skill: str, script: str, fields: List[str]):
-		prompt = f"""
+		data = {
-User request:
+			'user_text': user_text,
-\"\"\"{user_text}\"\"\"
+			'skill': skill,
-
+			'script': script,
-The script "{script} in skill "{skill}" requires the following missing parameters:
+			'json': json,
-{fields}
+			'fields': fields
-
+		}
-Ask the user a concise clarification question.
+		prompt = await self.render_txt(ask_user_reply_tmpl, 'zh', data)
-"""
 		return await self.llm.complete(prompt)
 
 # ---------------------------

skillagent/params.py

@@ -0,0 +1,90 @@
+from dataclasses import dataclass
+from typing import Any, Dict, List, Optional
+
+@dataclass(frozen=True)
+class MissingParam:
+    name: str
+    type: Optional[str]
+    description: Optional[str]
+
+@dataclass(frozen=True)
+class ResolvedParams:
+    params: Dict[str, Any]
+
+@dataclass(frozen=True)
+class MissingParams:
+    missing: List[MissingParam]
+
+class ParameterResolver:
+    TYPE_MAP = {
+        "string": str,
+        "integer": int,
+        "number": (int, float),
+        "boolean": bool,
+        "array": list,
+        "object": dict,
+    }
+
+    def __init__(self, schema: Dict[str, dict]):
+        self.schema = schema
+
+    def resolve(self, params: Dict[str, Any]):
+        validated = {}
+        missing = []
+
+        for name, spec in self.schema.items():
+            required = spec.get("required", False)
+            default = spec.get("default")
+            expected_type = spec.get("type")
+            enum = spec.get("enum")
+            description = spec.get("description")
+
+            if name in params:
+                value = params[name]
+            else:
+                if required:
+                    missing.append(
+                        MissingParam(
+                            name=name,
+                            type=expected_type,
+                            description=description,
+                        )
+                    )
+                    continue
+                value = default
+
+            if value is None:
+                validated[name] = value
+                continue
+
+            # 类型校验
+            if expected_type:
+                py_type = self.TYPE_MAP.get(expected_type)
+                if py_type and not isinstance(value, py_type):
+                    missing.append(
+                        MissingParam(
+                            name=name,
+                            type=expected_type,
+                            description=f"Invalid type, expected {expected_type}",
+                        )
+                    )
+                    continue
+
+            # enum 校验
+            if enum and value not in enum:
+                missing.append(
+                    MissingParam(
+                        name=name,
+                        type=expected_type,
+                        description=f"Invalid value, must be one of {enum}",
+                    )
+                )
+                continue
+
+            validated[name] = value
+
+        if missing:
+            return MissingParams(missing=missing)
+
+        return ResolvedParams(params=validated)
+

skillagent/skillkit_wrapper.py

@@ -4,6 +4,7 @@ import yaml
 from pathlib import Path
 from typing import Dict, Any
 from appPublic.dictObject import DictObject
+from appPublic.log import debug, exception
 
 def find_missing_params(
     input_schema: Dict[str, Any],
@@ -39,7 +40,7 @@ def load_schemas(path) -> Dict[str, Any]:
 	with path.open("r", encoding="utf-8") as f:
 		data = yaml.safe_load(f)
 	
-	return DictObject(data)
+	return DictObject(**data)
 
 class SkillkitWrapper:
 	def __init__(self, user_skillsroot, sys_skillsroot=None):
@@ -54,22 +55,24 @@ class SkillkitWrapper:
 
 	def load_skill(self, skill_name):
 		skill = self.client.load_skill(skill_name)
-		print(skill, dir(skill))
 		schemaspath = skill.base_directory / 'schemas.yaml'
 		if schemaspath.exists():
 			if not self.schemas.get(skill_name):
 				data = load_schemas(schemaspath)
 				self.schemas[skill_name] = data
-				print(f'{data=}, {str(schemaspath)}')
 
 		return skill
 
-	def get_script_params(self, skill_name, script_name):
+	def get_script_schema(self, skill_name, script_name):
 		skill = self.load_skill(skill_name)
-		d = self.schemas.get('skill_name')
+		d = self.schemas.get(skill_name)
 		if not d:
-			return []
+			# debug(f'{skill_name=}, {self.schemas=} ,has not schemas.yaml')
-		m = d.scripts.get(script_name)
+			return None
+		return d.scripts.get(script_name)
+
+	def get_script_params(self, skill_name, script_name):
+		m = self.get_script_schema(skill_name, script_name)
 		if not m:
 			return []
 		return m.inputs
@@ -85,6 +88,5 @@ class SkillkitWrapper:
 					arguments=args
 		)
 	def invoke_skill(self, skill_name: str, script_name: str, params: dict):
-		print(f"Invoking skill={skill_nmae}, script={script_nmae}, params={params}")
 		return self.client.invoke_skill(skill_nmae, params)
 

skillagent/tmpls.py

@@ -0,0 +1,184 @@
+choose_candidates_tmpl = {
+	"en":"""
+User request:
+\"\"\"{{prompt}}\"\"\"
+
+Candidate skills:
+{{spec_desc}}
+
+Task:
+1. Choose the best skill with scripts.
+2. Extract parameters strictly matching schema.
+
+Rules:
+- If a required parameter is missing, set it to null.
+- Output JSON only.
+
+Output:
+{
+  "skill": "...",
+  "script": "...",
+  "params": { ... },
+  "reason": "..."
+}
+""",
+	"zh":"""
+用户需求：
+\"\"\"{{promot}}\"\"\"
+
+候选技能脚本：
+技能｜技能描述｜脚本｜脚本描述｜已知参数｜缺失参数
+{% for c in candidates %}
+{{c.skill}}|{{c.skill_desc}}|{{c.script}}|{{c.script_desc}}|{{json.dumps(c.params, ensure_ascii=False)}}|{{json.dumps(c.missing_params, ensure_ascii=False)}}
+{% endfor %}
+
+任务：
+1. 选择最符合用户需求的技能脚本
+
+规则
+- 如果一个需要的参数缺失，设为null
+- 只输出JSON
+
+输出：
+{
+  "skill": "...",
+  "script": "...",
+  "params": {},
+  "reason": "..."
+}
+"""
+}
+
+resume_tmpl = {
+	"en":"""
+You are an agent helping a user fill parameters for a skill.
+
+Skill name: {{state.skill}}
+Script name: {{state.script}}
+{% set schema = kit.get_script_params(state.skill, state.script) %}
+{% if schema %}
+Skill required parameters: {{json.dumps(schema.inputs, ensure_ascii=False)}}
+{% else %}
+Skill required parameters:[]
+{% endif %}
+
+User original intent:
+\"\"\"{{state.user_intent}}\"\"\"
+
+Known parameters:
+{{json.dumps(state.params, ensure_ascii=False)}}
+
+Missing parameters:
+{{json.dumps(state.missing, ensure_ascii=False)}}
+
+User reply:
+\"\"\"{{user_reply}}\"\"\"
+
+Task:
+- Extract values ONLY for missing parameters.
+- Do NOT modify existing known parameters.
+- All output must match the skill parameter schema.
+- Output JSON only with the missing parameters.
+""",
+	"zh":"""
+你是个帮助技能脚本填参的助手
+技能名：{{state.skill}}
+脚本名：{{state.script}}
+{% set schema = kit.get_script_params(state.skill, state.script) %}
+{% if schema %}
+脚本需要的参数：{{json.dumps(schema.inputs, ensure_ascii=False)}}
+{% else %}
+脚本不需要的参数
+{% endif %}
+
+用户原始需求:
+\"\"\"{{state.user_intent}}\"\"\"
+
+已有的参数：
+{{json.dumps(state.params, ensure_ascii=False)}}
+
+缺失参数：
+{{json.dumps(state.missing, ensure_ascii=False)}}
+
+用户回复：
+\"\"\"{{user_reply}}\"\"\"
+
+任务：
+- 仅抽取缺失参数的值
+- 不要修改已知参数的值
+- 所有输出必须符合技能脚本的参数要求
+- 值输出缺失参数JSON
+"""
+}
+
+three_candidates_tmpl = {
+	"en":"""
+User request:
+\"\"\"{{json.dumps(prompt, ensure_ascii=False)}}\"\"\"
+
+Available skills:
+{{skill_list}}
+
+Task:
+Select up to 3 most relevant skill's scripts.
+
+Output JSON list only.
+""",
+	"zh":"""
+用户需求：
+\"\"\"{{json.dumps(prompt, ensure_ascii=False)}}\"\"\"
+
+可用的技能脚本：
+{% for s in skills %}
+名字：{{s.metadata.name}}
+描述：{{s.metadata.description}}
+{% if s.scripts %}
+  脚本：
+{% for sc in s.scripts %}
+    名字：{{sc.name}}
+{% set schema = kit.get_script_schema(s.metadata.name, sc.name) %}
+{% if schema %}
+    描述：{{schema.description or sc.description}}
+	参数：{{json.dumps(schema.params, ensure_ascii=False)}}
+{% else %}
+    描述：{{sc.description}}
+{% endif %}
+{% endfor %}
+{% endif %}
+{% endfor %}
+任务：
+- 选择3个相关的技能脚本
+- 按照脚本参数要求，为脚本从用户需求中识别出参数
+
+输出
+仅输出json，每个元素为
+{
+	"skill":技能名字，
+	"skill_desc":技能描述(很重要不能缺失）
+	"script":脚本名字，
+	“script_desc”：脚本描述(很重要不能缺失)
+	“params”:参数字典,key为参数名，value为参数值
+	“missing_params”：如果有缺失参数，将缺失参数的参数名放在这数组里
+}
+"""
+}
+
+ask_user_reply_tmpl = {
+	"en":"""
+User request:
+\"\"\"{{user_text}}\"\"\"
+
+The script "{{script}} in skill "{{skill}}" requires the following missing parameters:
+{{json.dumps(fields, ensure_ascii=False)}}
+
+Ask the user a concise clarification question.
+""",
+	"zh":"""
+用户需求
+\"\"\"{{user_text}}\"\"\"
+
+这个技能“{{skill}}“下的脚本”{{script}}“需要这些参数：
+{{json.dumps(fields, ensure_ascii=False)}}
+请用户继续完善问题
+"""
+}

test/skills/calculator/SKILL.md

@@ -0,0 +1,52 @@
+---
+name: calculator
+description: "Perform basic arithmetic operations: addition, subtraction, multiplication, and division"
+---
+
+# calculator
+
+Perform basic arithmetic operations: addition, subtraction, multiplication, and division.
+
+## Input
+
+The input is a JSON object provided via standard input:
+
+```json
+{
+  "a": 10,
+  "op": "+",
+  "b": 5
+}
+```
+
+### Parameters
+
+- `a` (number, required): First operand
+- `op` (string, required): Operator, one of `+`, `-`, `*`, `/`
+- `b` (number, required): Second operand
+
+## Output
+
+Returns a JSON object to standard output:
+
+```json
+{
+  "result": 15
+}
+```
+
+## Errors
+
+On failure, returns a JSON object:
+
+```json
+{
+  "error": "division by zero"
+}
+```
+
+## Notes
+
+- This skill is non-interactive.
+- Output is always valid JSON.
+- No output is written to stderr.

test/skills/calculator/run.sh

@@ -0,0 +1,31 @@
+#!/usr/bin/env bash
+read -r INPUT
+
+echo "$INPUT"
+error() {
+  echo "{\"error\":\"$1\"}"
+  exit 0
+}
+
+A=$(echo "$INPUT" | jq -r '.a // empty')
+OP=$(echo "$INPUT" | jq -r '.op // empty')
+B=$(echo "$INPUT" | jq -r '.b // empty')
+
+[[ -z "$A" || -z "$OP" || -z "$B" ]] && error "missing parameter"
+
+is_number='^-?[0-9]+([.][0-9]+)?$'
+[[ ! "$A" =~ $is_number ]] && error "a is not a number"
+[[ ! "$B" =~ $is_number ]] && error "b is not a number"
+
+case "$OP" in
+  "+") RESULT=$(echo "$A + $B" | bc) ;;
+  "-") RESULT=$(echo "$A - $B" | bc) ;;
+  "*") RESULT=$(echo "$A * $B" | bc) ;;
+  "/")
+    [[ "$(echo "$B == 0" | bc)" -eq 1 ]] && error "division by zero"
+    RESULT=$(echo "scale=10; $A / $B" | bc)
+    ;;
+  *) error "unsupported operator" ;;
+esac
+
+echo "{\"result\": $RESULT}"

test/skills/calculator/schemas.yaml

@@ -0,0 +1,18 @@
+scripts:
+  run:
+    description: 四则运算
+    inputs:
+      a:
+        type: int or float
+        required: true
+        description: 计算左值
+      op:
+        type: str
+        required: true
+        description: 计算方法
+        enum: [+ - * /]
+      b:
+        type: int or float
+        required: true
+        description: 计算左值
+

test/skills/code-reviewer/SKILL.md

@@ -0,0 +1,37 @@
+---
+name: code-reviewer
+description: Review code for best practices, potential bugs, security vulnerabilities, and performance issues
+allowed-tools: Read, Grep
+---
+
+# Code Reviewer Skill
+
+You are an experienced code reviewer. Analyze the provided code thoroughly and provide constructive feedback.
+
+## Review Areas
+
+1. **Best Practices**: Check adherence to language-specific conventions
+2. **Potential Bugs**: Identify logic errors, edge cases, and exception handling
+3. **Security**: Look for common vulnerabilities (SQL injection, XSS, etc.)
+4. **Performance**: Spot inefficient algorithms or resource usage
+5. **Readability**: Assess code clarity, naming, and documentation
+
+## Instructions
+
+$ARGUMENTS
+
+## Output Format
+
+Provide your review in the following structure:
+
+### Summary
+Brief overview of the code quality
+
+### Issues Found
+List specific issues with severity (Critical/High/Medium/Low) and location
+
+### Recommendations
+Actionable suggestions for improvement
+
+### Positive Aspects
+Highlight what was done well

test/skills/code-reviewer/run.sh

@@ -0,0 +1,32 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+read -r INPUT
+
+error() {
+  echo "{\"error\":\"$1\"}"
+  exit 0
+}
+
+A=$(echo "$INPUT" | jq -r '.a // empty')
+OP=$(echo "$INPUT" | jq -r '.op // empty')
+B=$(echo "$INPUT" | jq -r '.b // empty')
+
+[[ -z "$A" || -z "$OP" || -z "$B" ]] && error "missing parameter"
+
+is_number='^-?[0-9]+([.][0-9]+)?$'
+[[ ! "$A" =~ $is_number ]] && error "a is not a number"
+[[ ! "$B" =~ $is_number ]] && error "b is not a number"
+
+case "$OP" in
+  "+") RESULT=$(echo "$A + $B" | bc) ;;
+  "-") RESULT=$(echo "$A - $B" | bc) ;;
+  "*") RESULT=$(echo "$A * $B" | bc) ;;
+  "/")
+    [[ "$(echo "$B == 0" | bc)" -eq 1 ]] && error "division by zero"
+    RESULT=$(echo "scale=10; $A / $B" | bc)
+    ;;
+  *) error "unsupported operator" ;;
+esac
+
+echo "{\"result\": $RESULT}"

test/skills/example-plugin/.claude-plugin/plugin.json

@@ -0,0 +1,18 @@
+{
+  "manifest_version": "0.1",
+  "name": "example-plugin",
+  "version": "1.0.0",
+  "description": "Example plugin demonstrating plugin manifest structure with multiple skill directories",
+  "author": {
+    "name": "Skillkit Team",
+    "email": "team@skillkit.example.com",
+    "url": "https://github.com/skillkit/example-plugin"
+  },
+  "skills": ["skills/"],
+  "display_name": "Example Plugin",
+  "homepage": "https://github.com/skillkit/example-plugin",
+  "repository": {
+    "type": "git",
+    "url": "https://github.com/skillkit/example-plugin"
+  }
+}

test/skills/example-plugin/skills/csv-parser/SKILL.md

@@ -0,0 +1,38 @@
+---
+name: csv-parser
+description: Parse and analyze CSV files with data validation
+---
+
+# CSV Parser Skill
+
+You are a CSV file analysis assistant from the example-plugin.
+
+## Capabilities
+
+- Parse CSV files with various delimiters
+- Validate data types and constraints
+- Generate summary statistics
+- Detect encoding issues
+- Handle malformed data gracefully
+
+## Usage
+
+To analyze a CSV file, provide the file path as an argument:
+
+```
+Arguments: $ARGUMENTS
+```
+
+## Output Format
+
+The analysis will include:
+- Row count and column count
+- Column names and inferred data types
+- Missing value report
+- Basic statistics for numeric columns
+- Encoding and delimiter detection results
+
+## Example
+
+Input: data.csv
+Output: Analysis report with statistics and validation results

test/skills/example-plugin/skills/json-parser/SKILL.md

@@ -0,0 +1,37 @@
+---
+name: json-parser
+description: Parse and validate JSON data with schema support
+---
+
+# JSON Parser Skill
+
+You are a JSON data validation assistant from the example-plugin.
+
+## Capabilities
+
+- Parse and pretty-print JSON data
+- Validate against JSON Schema
+- Detect malformed JSON
+- Extract specific fields using JSONPath
+- Convert to other formats (CSV, YAML)
+
+## Usage
+
+To parse JSON data, provide the file path or raw JSON as an argument:
+
+```
+Arguments: $ARGUMENTS
+```
+
+## Output Format
+
+The parser will provide:
+- Validation status (valid/invalid)
+- Structure overview (depth, object count)
+- Schema compliance report (if schema provided)
+- Extracted values (if JSONPath provided)
+
+## Example
+
+Input: config.json
+Output: Validated JSON structure with compliance report

test/skills/file-reference-skill/SKILL.md

@@ -0,0 +1,68 @@
+---
+name: file-reference-skill
+description: Example skill demonstrating secure file reference resolution with supporting files
+allowed-tools: []
+---
+
+# File Reference Skill
+
+This skill demonstrates how to use supporting files (scripts, templates, documentation) within a skill directory.
+
+## Overview
+
+This skill uses helper scripts and templates for data processing. All supporting files are accessible via relative paths from the skill's base directory.
+
+## Available Supporting Files
+
+### Scripts
+- `scripts/data_processor.py` - Main data processing script
+- `scripts/validator.py` - Input validation utilities
+- `scripts/helper.sh` - Shell helper script
+
+### Templates
+- `templates/config.yaml` - Configuration template
+- `templates/report.md` - Report generation template
+
+### Documentation
+- `docs/usage.md` - Detailed usage instructions
+- `docs/examples.md` - Example use cases
+
+## Usage
+
+When this skill is invoked with arguments, it can access supporting files using the FilePathResolver:
+
+```python
+from pathlib import Path
+from skillkit.core.path_resolver import FilePathResolver
+
+# Get the skill's base directory (injected by BaseDirectoryProcessor)
+base_dir = Path("<base_directory_from_context>")
+
+# Resolve supporting files securely
+processor_script = FilePathResolver.resolve_path(base_dir, "scripts/data_processor.py")
+config_template = FilePathResolver.resolve_path(base_dir, "templates/config.yaml")
+usage_docs = FilePathResolver.resolve_path(base_dir, "docs/usage.md")
+
+# Read file contents
+with open(processor_script) as f:
+    script_code = f.read()
+```
+
+## Processing Arguments
+
+The skill expects data file paths as arguments:
+
+**Example invocation**: `file-reference-skill data/input.csv data/output.csv`
+
+Processing steps:
+1. Validate input using `scripts/validator.py`
+2. Process data using `scripts/data_processor.py`
+3. Generate report using `templates/report.md`
+4. Output results to specified location
+
+## Security Notes
+
+- All file paths are validated to prevent directory traversal attacks
+- Symlinks are resolved and verified to stay within skill directory
+- Absolute paths and path traversal patterns (../) are blocked
+- Any security violation raises PathSecurityError with detailed logging

test/skills/file-reference-skill/docs/examples.md

@@ -0,0 +1,262 @@
+# File Reference Skill - Examples
+
+## Example 1: Simple Data Processing
+
+Process a CSV file using the skill's data processor:
+
+```python
+from skillkit import SkillManager
+from skillkit.core.path_resolver import FilePathResolver
+from pathlib import Path
+
+# Initialize skill manager
+manager = SkillManager("./examples/skills")
+manager.discover()
+
+# Invoke skill
+result = manager.invoke_skill(
+    "file-reference-skill",
+    "data/input.csv data/output.csv"
+)
+
+print(result)
+```
+
+## Example 2: Accessing Supporting Scripts
+
+Read and execute supporting scripts:
+
+```python
+from pathlib import Path
+from skillkit.core.path_resolver import FilePathResolver
+
+# Get skill's base directory
+skill = manager.get_skill("file-reference-skill")
+base_dir = skill.base_directory
+
+# Resolve script path securely
+processor_path = FilePathResolver.resolve_path(
+    base_dir,
+    "scripts/data_processor.py"
+)
+
+# Read script content
+with open(processor_path) as f:
+    script_code = f.read()
+
+print(f"Script location: {processor_path}")
+print(f"Script length: {len(script_code)} bytes")
+```
+
+## Example 3: Loading Configuration Template
+
+Load and parse configuration template:
+
+```python
+import yaml
+from skillkit.core.path_resolver import FilePathResolver
+
+# Resolve config template path
+config_path = FilePathResolver.resolve_path(
+    base_dir,
+    "templates/config.yaml"
+)
+
+# Load configuration
+with open(config_path) as f:
+    config = yaml.safe_load(f)
+
+print("Configuration:", config)
+```
+
+## Example 4: Handling Security Violations
+
+Demonstrate path traversal prevention:
+
+```python
+from skillkit.core.path_resolver import FilePathResolver
+from skillkit.core.exceptions import PathSecurityError
+
+try:
+    # Attempt path traversal (will be blocked)
+    malicious_path = FilePathResolver.resolve_path(
+        base_dir,
+        "../../../etc/passwd"
+    )
+except PathSecurityError as e:
+    print(f"Security violation blocked: {e}")
+    # Expected output:
+    # Security violation blocked: Path traversal attempt detected:
+    # '../../../etc/passwd' resolves outside skill directory
+```
+
+## Example 5: Validating Input Files
+
+Use validator script to check input files:
+
+```python
+import subprocess
+from skillkit.core.path_resolver import FilePathResolver
+
+# Resolve validator script
+validator_path = FilePathResolver.resolve_path(
+    base_dir,
+    "scripts/validator.py"
+)
+
+# Import and use validator
+import sys
+sys.path.insert(0, str(validator_path.parent))
+from validator import validate_csv_format
+
+# Validate input file
+is_valid = validate_csv_format("data/input.csv")
+print(f"File is valid: {is_valid}")
+```
+
+## Example 6: Generating Reports
+
+Generate report using template:
+
+```python
+from string import Template
+from datetime import datetime
+from skillkit.core.path_resolver import FilePathResolver
+
+# Resolve report template
+template_path = FilePathResolver.resolve_path(
+    base_dir,
+    "templates/report.md"
+)
+
+# Load template
+with open(template_path) as f:
+    template_content = f.read()
+
+# Fill template with data
+template = Template(template_content)
+report = template.safe_substitute({
+    'timestamp': datetime.now().isoformat(),
+    'input_file': 'data/input.csv',
+    'input_size': '1234',
+    'format': 'CSV',
+    'encoding': 'UTF-8',
+    'start_time': '10:00:00',
+    'end_time': '10:00:05',
+    'duration': '5',
+    'status': 'SUCCESS',
+    'output_file': 'data/output.csv',
+    'output_size': '1234',
+    'record_count': '100',
+    'error_count': '0',
+    'validation_results': 'All checks passed',
+    'processing_log': 'Processing completed successfully'
+})
+
+print(report)
+```
+
+## Example 7: Shell Script Integration
+
+Execute shell helper script:
+
+```python
+import subprocess
+from skillkit.core.path_resolver import FilePathResolver
+
+# Resolve shell script
+helper_path = FilePathResolver.resolve_path(
+    base_dir,
+    "scripts/helper.sh"
+)
+
+# Execute script
+result = subprocess.run(
+    ['bash', str(helper_path), 'check'],
+    capture_output=True,
+    text=True
+)
+
+print(result.stdout)
+```
+
+## Example 8: Multiple File Access
+
+Access multiple supporting files in one operation:
+
+```python
+from skillkit.core.path_resolver import FilePathResolver
+
+# List of files to access
+file_paths = [
+    "scripts/data_processor.py",
+    "scripts/validator.py",
+    "templates/config.yaml",
+    "docs/usage.md"
+]
+
+# Resolve all paths securely
+resolved_paths = {}
+for rel_path in file_paths:
+    try:
+        abs_path = FilePathResolver.resolve_path(base_dir, rel_path)
+        resolved_paths[rel_path] = abs_path
+        print(f"✓ {rel_path} -> {abs_path}")
+    except PathSecurityError as e:
+        print(f"✗ {rel_path} -> BLOCKED ({e})")
+
+print(f"\nSuccessfully resolved {len(resolved_paths)} paths")
+```
+
+## Example 9: Error Handling Best Practices
+
+Robust error handling when accessing supporting files:
+
+```python
+from pathlib import Path
+from skillkit.core.path_resolver import FilePathResolver
+from skillkit.core.exceptions import PathSecurityError
+
+def safe_load_supporting_file(base_dir: Path, rel_path: str) -> str:
+    """Safely load supporting file with comprehensive error handling."""
+    try:
+        # Resolve path securely
+        abs_path = FilePathResolver.resolve_path(base_dir, rel_path)
+
+        # Read file content
+        with open(abs_path, 'r', encoding='utf-8') as f:
+            return f.read()
+
+    except PathSecurityError as e:
+        print(f"Security violation: {e}")
+        raise
+    except FileNotFoundError:
+        print(f"File not found: {rel_path}")
+        raise
+    except PermissionError:
+        print(f"Permission denied: {rel_path}")
+        raise
+    except UnicodeDecodeError:
+        print(f"Invalid UTF-8 encoding: {rel_path}")
+        raise
+    except Exception as e:
+        print(f"Unexpected error loading {rel_path}: {e}")
+        raise
+
+# Usage
+try:
+    content = safe_load_supporting_file(base_dir, "scripts/helper.py")
+    print(f"Loaded {len(content)} bytes")
+except Exception as e:
+    print(f"Failed to load file: {e}")
+```
+
+## Summary
+
+These examples demonstrate:
+- Secure file path resolution using FilePathResolver
+- Accessing scripts, templates, and documentation
+- Handling security violations gracefully
+- Integration with Python and shell scripts
+- Best practices for error handling
+- Template-based report generation

test/skills/file-reference-skill/docs/usage.md

@@ -0,0 +1,141 @@
+# File Reference Skill - Usage Guide
+
+## Overview
+
+The file-reference-skill demonstrates how to structure a skill with supporting files (scripts, templates, documentation) and access them securely using the FilePathResolver.
+
+## Directory Structure
+
+```
+file-reference-skill/
+├── SKILL.md                 # Main skill definition
+├── scripts/                 # Processing scripts
+│   ├── data_processor.py    # Main data processor
+│   ├── validator.py         # Input validation
+│   └── helper.sh            # Shell utilities
+├── templates/               # Configuration and output templates
+│   ├── config.yaml          # Configuration template
+│   └── report.md            # Report generation template
+└── docs/                    # Documentation
+    ├── usage.md             # This file
+    └── examples.md          # Example use cases
+```
+
+## Using Supporting Files
+
+### From Python
+
+```python
+from pathlib import Path
+from skillkit.core.path_resolver import FilePathResolver
+
+# Base directory is provided in the skill context
+base_dir = Path("/path/to/skills/file-reference-skill")
+
+# Resolve paths securely
+processor_path = FilePathResolver.resolve_path(
+    base_dir,
+    "scripts/data_processor.py"
+)
+
+# Read file content
+with open(processor_path) as f:
+    script_code = f.read()
+```
+
+### From Shell
+
+```bash
+# Get base directory from skill context
+BASE_DIR="/path/to/skills/file-reference-skill"
+
+# Use helper script
+bash "$BASE_DIR/scripts/helper.sh" check
+
+# Run data processor
+python3 "$BASE_DIR/scripts/data_processor.py" input.csv output.csv
+```
+
+## Security Features
+
+The FilePathResolver ensures:
+
+1. **Path Traversal Prevention**: Blocks attempts to access files outside skill directory
+2. **Symlink Validation**: Resolves symlinks and verifies targets stay within base directory
+3. **Absolute Path Rejection**: Prevents absolute path injection
+4. **Detailed Logging**: All security violations logged at ERROR level
+
+### Valid Paths
+
+```python
+# Allowed - relative path within skill directory
+FilePathResolver.resolve_path(base_dir, "scripts/helper.py")
+FilePathResolver.resolve_path(base_dir, "templates/config.yaml")
+FilePathResolver.resolve_path(base_dir, "docs/usage.md")
+```
+
+### Invalid Paths (Blocked)
+
+```python
+# Blocked - directory traversal
+FilePathResolver.resolve_path(base_dir, "../../etc/passwd")
+
+# Blocked - absolute path
+FilePathResolver.resolve_path(base_dir, "/etc/passwd")
+
+# Blocked - symlink escape
+# (if symlink target is outside base_dir)
+FilePathResolver.resolve_path(base_dir, "malicious_link")
+```
+
+## Example Workflow
+
+1. **Skill Invocation**
+   ```python
+   manager = SkillManager()
+   manager.discover()
+
+   result = manager.invoke_skill(
+       "file-reference-skill",
+       "input_data.csv output_data.csv"
+   )
+   ```
+
+2. **Skill Processing**
+   - Skill receives base directory in context
+   - Script paths resolved using FilePathResolver
+   - Scripts executed with validated paths
+   - Results returned to caller
+
+3. **File Access**
+   - All file operations use resolved paths
+   - Security violations raise PathSecurityError
+   - Detailed error messages help debugging
+
+## Best Practices
+
+1. **Always use FilePathResolver** for accessing supporting files
+2. **Use relative paths** from skill base directory
+3. **Document file dependencies** in SKILL.md
+4. **Test with various path patterns** including edge cases
+5. **Handle PathSecurityError** appropriately in your code
+
+## Troubleshooting
+
+### PathSecurityError
+
+**Problem**: Attempting to access files outside skill directory
+
+**Solution**: Use relative paths within skill directory only
+
+### FileNotFoundError
+
+**Problem**: Resolved path doesn't exist
+
+**Solution**: Verify file exists in skill directory structure
+
+### PermissionError
+
+**Problem**: Cannot read resolved file
+
+**Solution**: Check file permissions and ownership

test/skills/file-reference-skill/scripts/data_processor.py

@@ -0,0 +1,51 @@
+"""Data processing script for file-reference-skill.
+
+This script demonstrates how supporting files can be used within a skill.
+"""
+
+import sys
+from pathlib import Path
+
+
+def process_data(input_file: str, output_file: str) -> None:
+    """Process data from input file and write to output file.
+
+    Args:
+        input_file: Path to input data file
+        output_file: Path to output data file
+    """
+    print(f"Processing data from {input_file}")
+    print(f"Output will be written to {output_file}")
+
+    # Read input file
+    try:
+        with open(input_file, 'r') as f:
+            data = f.read()
+        print(f"Read {len(data)} bytes from input file")
+    except FileNotFoundError:
+        print(f"Error: Input file not found: {input_file}")
+        sys.exit(1)
+
+    # Process data (example: uppercase transformation)
+    processed_data = data.upper()
+
+    # Write output file
+    with open(output_file, 'w') as f:
+        f.write(processed_data)
+    print(f"Wrote {len(processed_data)} bytes to output file")
+
+
+def main() -> None:
+    """Main entry point."""
+    if len(sys.argv) != 3:
+        print("Usage: data_processor.py <input_file> <output_file>")
+        sys.exit(1)
+
+    input_file = sys.argv[1]
+    output_file = sys.argv[2]
+
+    process_data(input_file, output_file)
+
+
+if __name__ == "__main__":
+    main()

test/skills/file-reference-skill/scripts/env_demo.py

@@ -0,0 +1,102 @@
+#!/usr/bin/env python3
+"""Environment Variable Demonstration Script
+
+This script demonstrates how skillkit automatically injects environment
+variables into script execution context.
+
+Injected Variables:
+    - SKILL_NAME: Name of the skill
+    - SKILL_BASE_DIR: Absolute path to skill directory
+    - SKILL_VERSION: Version from skill metadata
+    - SKILLKIT_VERSION: Current skillkit version
+
+These variables can be used for:
+    - Locating files relative to skill directory
+    - Including skill context in logs
+    - Version-specific behavior
+    - Debugging and troubleshooting
+
+Usage:
+    This script is designed to be executed by skillkit's script executor.
+    It reads JSON arguments from stdin and writes results to stdout.
+"""
+
+import json
+import os
+import sys
+from pathlib import Path
+
+
+def main():
+    """Demonstrate environment variable access."""
+    # Read arguments from stdin (standard skillkit pattern)
+    try:
+        args = json.load(sys.stdin)
+    except json.JSONDecodeError:
+        args = {}
+
+    # Access injected environment variables
+    skill_name = os.environ.get('SKILL_NAME', 'unknown')
+    skill_base = os.environ.get('SKILL_BASE_DIR', 'unknown')
+    skill_version = os.environ.get('SKILL_VERSION', '0.0.0')
+    skillkit_version = os.environ.get('SKILLKIT_VERSION', 'unknown')
+
+    # Prepare output
+    output = {
+        "message": "Environment variables successfully accessed!",
+        "context": {
+            "skill_name": skill_name,
+            "skill_base_dir": skill_base,
+            "skill_version": skill_version,
+            "skillkit_version": skillkit_version
+        },
+        "arguments_received": args,
+        "examples": {
+            "relative_file_path": "Use SKILL_BASE_DIR to locate files",
+            "logging": f"[{skill_name} v{skill_version}] Log message here",
+            "file_resolution": str(Path(skill_base) / "data" / "config.json")
+        }
+    }
+
+    # Print formatted output
+    print("=" * 60)
+    print(f"Skill: {skill_name} v{skill_version}")
+    print(f"Directory: {skill_base}")
+    print(f"Powered by: skillkit v{skillkit_version}")
+    print("=" * 60)
+    print()
+    print("Environment Variables:")
+    print(f"  SKILL_NAME        = {skill_name}")
+    print(f"  SKILL_BASE_DIR    = {skill_base}")
+    print(f"  SKILL_VERSION     = {skill_version}")
+    print(f"  SKILLKIT_VERSION  = {skillkit_version}")
+    print()
+    print("Arguments Received:")
+    print(f"  {json.dumps(args, indent=2)}")
+    print()
+    print("Example Use Cases:")
+    print(f"  1. Locate skill files:")
+    print(f"     config_path = Path(os.environ['SKILL_BASE_DIR']) / 'config.json'")
+    print(f"     → {Path(skill_base) / 'config.json'}")
+    print()
+    print(f"  2. Contextual logging:")
+    print(f"     logger.info(f'[{{os.environ[\"SKILL_NAME\"]}}] Processing...')")
+    print(f"     → [{skill_name}] Processing...")
+    print()
+    print(f"  3. Version-specific behavior:")
+    print(f"     if os.environ['SKILL_VERSION'] >= '2.0.0':")
+    print(f"         use_new_api()")
+    print()
+    print("=" * 60)
+
+    # Also output as JSON for programmatic use
+    print()
+    print("JSON Output:")
+    print(json.dumps(output, indent=2))
+
+    # Exit successfully
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

test/skills/file-reference-skill/scripts/helper.sh

@@ -0,0 +1,39 @@
+#!/bin/bash
+# Helper script for file-reference-skill
+
+echo "File Reference Skill Helper Script"
+echo "==================================="
+echo ""
+echo "This script demonstrates shell scripting support in skills."
+echo ""
+echo "Usage: ./helper.sh <command> [args...]"
+echo ""
+
+case "${1:-help}" in
+    check)
+        echo "Checking environment..."
+        echo "Python version: $(python3 --version)"
+        echo "Current directory: $(pwd)"
+        echo "Script directory: $(dirname "$0")"
+        ;;
+    validate)
+        if [ -z "$2" ]; then
+            echo "Error: No file specified"
+            exit 1
+        fi
+        echo "Validating file: $2"
+        if [ -f "$2" ]; then
+            echo "File exists: $2"
+            echo "File size: $(wc -c < "$2") bytes"
+        else
+            echo "File not found: $2"
+            exit 1
+        fi
+        ;;
+    help|*)
+        echo "Available commands:"
+        echo "  check    - Check environment"
+        echo "  validate <file> - Validate file exists"
+        echo "  help     - Show this help message"
+        ;;
+esac

test/skills/file-reference-skill/scripts/validator.py

@@ -0,0 +1,60 @@
+"""Input validation utilities for file-reference-skill."""
+
+from pathlib import Path
+
+
+def validate_file_path(file_path: str) -> bool:
+    """Validate that a file path exists and is readable.
+
+    Args:
+        file_path: Path to validate
+
+    Returns:
+        True if valid, False otherwise
+    """
+    path = Path(file_path)
+
+    if not path.exists():
+        print(f"Error: File does not exist: {file_path}")
+        return False
+
+    if not path.is_file():
+        print(f"Error: Path is not a file: {file_path}")
+        return False
+
+    try:
+        with open(path, 'r') as f:
+            f.read(1)
+        return True
+    except PermissionError:
+        print(f"Error: Permission denied reading file: {file_path}")
+        return False
+    except Exception as e:
+        print(f"Error: Cannot read file: {file_path} ({e})")
+        return False
+
+
+def validate_csv_format(file_path: str) -> bool:
+    """Validate that a file is in CSV format.
+
+    Args:
+        file_path: Path to CSV file
+
+    Returns:
+        True if valid CSV, False otherwise
+    """
+    if not validate_file_path(file_path):
+        return False
+
+    # Check file extension
+    if not file_path.endswith('.csv'):
+        print(f"Warning: File does not have .csv extension: {file_path}")
+
+    # Check for CSV content (basic validation)
+    with open(file_path, 'r') as f:
+        first_line = f.readline()
+        if ',' not in first_line:
+            print(f"Warning: File may not be valid CSV (no commas found): {file_path}")
+            return False
+
+    return True

test/skills/file-reference-skill/templates/config.yaml

@@ -0,0 +1,28 @@
+# Configuration template for file-reference-skill
+
+# Data processing settings
+processing:
+  input_format: csv
+  output_format: csv
+  encoding: utf-8
+  delimiter: ","
+  skip_header: false
+
+# Validation settings
+validation:
+  check_encoding: true
+  check_format: true
+  max_file_size_mb: 100
+  required_columns: []
+
+# Output settings
+output:
+  include_timestamp: true
+  compress: false
+  create_backup: true
+
+# Logging settings
+logging:
+  level: INFO
+  format: "%(asctime)s - %(levelname)s - %(message)s"
+  file: "processing.log"

test/skills/file-reference-skill/templates/report.md

@@ -0,0 +1,39 @@
+# Data Processing Report
+
+**Generated**: {timestamp}
+**Skill**: file-reference-skill
+
+## Input Summary
+
+- **Input File**: {input_file}
+- **File Size**: {input_size} bytes
+- **Format**: {format}
+- **Encoding**: {encoding}
+
+## Processing Summary
+
+- **Start Time**: {start_time}
+- **End Time**: {end_time}
+- **Duration**: {duration} seconds
+- **Status**: {status}
+
+## Output Summary
+
+- **Output File**: {output_file}
+- **Output Size**: {output_size} bytes
+- **Records Processed**: {record_count}
+- **Errors**: {error_count}
+
+## Validation Results
+
+{validation_results}
+
+## Processing Log
+
+```
+{processing_log}
+```
+
+---
+
+*This report was generated by the file-reference-skill example skill.*

test/skills/git-helper/SKILL.md

@@ -0,0 +1,37 @@
+---
+name: git-helper
+description: Generate git commit messages and help with git workflows
+allowed-tools: Bash
+---
+
+# Git Helper Skill
+
+You are a git workflow assistant. Help users with commit messages, branch naming, and git best practices.
+
+## Commit Message Format
+
+Follow conventional commits specification:
+- **feat**: New feature
+- **fix**: Bug fix
+- **docs**: Documentation changes
+- **style**: Formatting, missing semicolons, etc.
+- **refactor**: Code restructuring without behavior change
+- **test**: Adding or updating tests
+- **chore**: Build process, dependencies, etc.
+
+Format:
+```
+<type>(<scope>): <subject>
+
+<body>
+
+<footer>
+```
+
+## Instructions
+
+$ARGUMENTS
+
+## Output
+
+Provide a well-formatted commit message or git workflow guidance.

test/skills/markdown-formatter/SKILL.md

@@ -0,0 +1,25 @@
+---
+name: markdown-formatter
+description: Format and clean up markdown documents following best practices
+---
+
+# Markdown Formatter Skill
+
+You are a markdown formatting expert. Clean up and standardize markdown documents.
+
+## Formatting Rules
+
+1. **Headers**: Ensure proper hierarchy (single H1, incremental levels)
+2. **Lists**: Consistent bullet style (- for unordered, 1. for ordered)
+3. **Code Blocks**: Proper language tags for syntax highlighting
+4. **Links**: Convert inline links to reference-style when repeated
+5. **Spacing**: Blank lines around headers, lists, and code blocks
+6. **Line Length**: Wrap lines at 80-100 characters for readability
+
+## Instructions
+
+$ARGUMENTS
+
+## Output
+
+Provide the formatted markdown with a brief summary of changes made.

test/skills/nested-example/SKILL.md

@@ -0,0 +1,13 @@
+---
+name: nested-root-skill
+description: Example skill at the root of the nested structure demonstrating depth 1
+---
+
+# Nested Root Skill
+
+This skill demonstrates that skills can exist at any level of the hierarchy.
+
+**Location**: `nested-example/SKILL.md`
+**Depth**: 1 level from root (immediate subdirectory)
+
+The nested structure supports flexible organization with skills at every level.

test/skills/nested-example/category-a/SKILL.md

@@ -0,0 +1,13 @@
+---
+name: nested-mid-skill
+description: Example skill demonstrating nested directory structure at depth 2
+---
+
+# Nested Mid-Level Skill
+
+This skill demonstrates mid-level nesting in skill organization.
+
+**Location**: `category-a/SKILL.md`
+**Depth**: 2 levels from root
+
+Skills can be organized in categories and subcategories for better organization.

test/skills/nested-example/category-a/subcategory-1/SKILL.md

@@ -0,0 +1,13 @@
+---
+name: nested-deep-skill
+description: Example skill demonstrating nested directory structure at depth 3
+---
+
+# Nested Deep Skill
+
+This skill demonstrates that skillkit can discover skills in nested subdirectories.
+
+**Location**: `category-a/subcategory-1/SKILL.md`
+**Depth**: 3 levels from root
+
+You can organize your skills in any nested structure up to 5 levels deep.

test/skills/nested-example/category-b/SKILL.md

@@ -0,0 +1,13 @@
+---
+name: nested-category-b
+description: Example skill in category B demonstrating flat organization within nested structure
+---
+
+# Nested Category B Skill
+
+This skill demonstrates that you can mix flat and nested structures.
+
+**Location**: `category-b/SKILL.md`
+**Depth**: 2 levels from root
+
+Some categories may have immediate skills, while others may have deeper nesting.

test/skills/pdf-extractor/SKILL.md

@@ -0,0 +1,77 @@
+---
+name: pdf-extractor
+description: Extract and convert PDF documents using Python scripts
+version: 1.0.0
+allowed-tools:
+  - Bash
+  - Read
+  - Write
+---
+
+# PDF Extractor Skill
+
+This skill provides tools for extracting text and metadata from PDF documents and converting them to different formats.
+
+## Available Scripts
+
+### extract.py
+Extracts text and metadata from PDF files.
+
+**Input**:
+```json
+{
+  "file_path": "/path/to/document.pdf",
+  "pages": "all" | [1, 2, 3]
+}
+```
+
+**Output**:
+```json
+{
+  "text": "Extracted text content...",
+  "metadata": {
+    "title": "Document Title",
+    "author": "Author Name",
+    "pages": 10
+  }
+}
+```
+
+### convert.sh
+Converts PDF files to different formats (text, markdown, etc.).
+
+**Input**:
+```json
+{
+  "input_file": "/path/to/input.pdf",
+  "output_format": "txt" | "md" | "html"
+}
+```
+
+### parse.py
+Parses structured data from PDF forms and tables.
+
+**Input**:
+```json
+{
+  "file_path": "/path/to/form.pdf",
+  "extract_tables": true,
+  "extract_forms": true
+}
+```
+
+## Usage Example
+
+```python
+from skillkit import SkillManager
+
+manager = SkillManager()
+result = manager.execute_skill_script(
+    skill_name="pdf-extractor",
+    script_name="extract",
+    arguments={"file_path": "document.pdf", "pages": "all"}
+)
+
+if result.success:
+    print(result.stdout)
+```

test/skills/pdf-extractor/scripts/convert.sh

@@ -0,0 +1,46 @@
+#!/bin/bash
+# Convert PDF files to different formats
+#
+# This script demonstrates shell script support in skillkit.
+# It reads JSON from stdin and performs format conversion.
+#
+# Environment variables available:
+# - SKILL_NAME
+# - SKILL_BASE_DIR
+# - SKILL_VERSION
+# - SKILLKIT_VERSION
+
+# Read JSON input from stdin
+read -r json_input
+
+# Parse JSON using Python (for simplicity)
+input_file=$(echo "$json_input" | python3 -c "import sys, json; data=json.load(sys.stdin); print(data.get('input_file', ''))")
+output_format=$(echo "$json_input" | python3 -c "import sys, json; data=json.load(sys.stdin); print(data.get('output_format', 'txt'))")
+
+# Validate input
+if [ -z "$input_file" ]; then
+    echo '{"error": "Missing required argument: input_file"}' >&2
+    exit 1
+fi
+
+# Mock conversion (in real implementation, would use tools like pdftotext, pandoc, etc.)
+output_file="${input_file%.pdf}.${output_format}"
+
+# Output result
+cat <<EOF
+{
+  "status": "success",
+  "input_file": "$input_file",
+  "output_file": "$output_file",
+  "output_format": "$output_format",
+  "message": "Converted $input_file to $output_format format",
+  "environment": {
+    "skill_name": "$SKILL_NAME",
+    "skill_base_dir": "$SKILL_BASE_DIR",
+    "skill_version": "$SKILL_VERSION",
+    "skillkit_version": "$SKILLKIT_VERSION"
+  }
+}
+EOF
+
+exit 0

test/skills/pdf-extractor/scripts/extract.py

@@ -0,0 +1,97 @@
+#!/usr/bin/env python3
+"""Extract text and metadata from PDF files.
+
+This script demonstrates reading JSON arguments from stdin,
+processing them, and outputting results in JSON format.
+
+Environment Variables:
+- SKILL_NAME: Name of the parent skill
+- SKILL_BASE_DIR: Base directory of the skill
+- SKILL_VERSION: Version of the skill
+- SKILLKIT_VERSION: Version of skillkit
+"""
+import sys
+import json
+import os
+
+
+def extract_pdf(file_path: str, pages: str | list):
+    """
+    Extract text from PDF file (mock implementation).
+
+    In a real implementation, this would use a library like PyPDF2 or pdfplumber.
+
+    Args:
+        file_path: Path to the PDF file
+        pages: "all" or list of page numbers
+
+    Returns:
+        dict with extracted text and metadata
+    """
+    # Mock implementation for demonstration
+    return {
+        "text": f"Extracted text from {file_path}",
+        "metadata": {
+            "title": "Sample Document",
+            "author": "skillkit",
+            "pages": 10,
+            "file_path": file_path,
+            "requested_pages": pages
+        },
+        "environment": {
+            "skill_name": os.getenv("SKILL_NAME"),
+            "skill_base_dir": os.getenv("SKILL_BASE_DIR"),
+            "skill_version": os.getenv("SKILL_VERSION"),
+            "skillkit_version": os.getenv("SKILLKIT_VERSION")
+        }
+    }
+
+
+def main():
+    """Main entry point for the PDF extraction script."""
+    try:
+        # Read JSON arguments from stdin
+        args = json.load(sys.stdin)
+
+        # Validate required arguments
+        if "file_path" not in args:
+            raise ValueError("Missing required argument: file_path")
+
+        # Extract optional arguments
+        file_path = args["file_path"]
+        pages = args.get("pages", "all")
+
+        # Perform extraction
+        result = extract_pdf(file_path, pages)
+
+        # Output result as JSON
+        print(json.dumps(result, indent=2))
+        sys.exit(0)
+
+    except json.JSONDecodeError as e:
+        error = {
+            "error": "Invalid JSON input",
+            "details": str(e)
+        }
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except ValueError as e:
+        error = {
+            "error": "Invalid arguments",
+            "details": str(e)
+        }
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except Exception as e:
+        error = {
+            "error": "Unexpected error",
+            "details": str(e)
+        }
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()

test/skills/pdf-extractor/scripts/parse.py

@@ -0,0 +1,94 @@
+#!/usr/bin/env python3
+"""Parse structured data from PDF forms and tables.
+
+This script demonstrates advanced PDF processing capabilities.
+"""
+import sys
+import json
+import os
+
+
+def parse_pdf(file_path: str, extract_tables: bool, extract_forms: bool):
+    """
+    Parse structured data from PDF (mock implementation).
+
+    In a real implementation, this would use libraries like:
+    - tabula-py or camelot for table extraction
+    - PyPDF2 or pdfplumber for form field extraction
+
+    Args:
+        file_path: Path to the PDF file
+        extract_tables: Whether to extract tables
+        extract_forms: Whether to extract form fields
+
+    Returns:
+        dict with parsed data
+    """
+    result = {
+        "file_path": file_path,
+        "extracted_data": {}
+    }
+
+    if extract_tables:
+        result["extracted_data"]["tables"] = [
+            {
+                "page": 1,
+                "rows": 5,
+                "columns": 3,
+                "data": [
+                    ["Header1", "Header2", "Header3"],
+                    ["Row1Col1", "Row1Col2", "Row1Col3"],
+                    ["Row2Col1", "Row2Col2", "Row2Col3"]
+                ]
+            }
+        ]
+
+    if extract_forms:
+        result["extracted_data"]["forms"] = {
+            "name": "John Doe",
+            "email": "john@example.com",
+            "checkbox_agree": True
+        }
+
+    return result
+
+
+def main():
+    """Main entry point for PDF parsing script."""
+    try:
+        # Read JSON arguments from stdin
+        args = json.load(sys.stdin)
+
+        # Validate and extract arguments
+        file_path = args.get("file_path")
+        if not file_path:
+            raise ValueError("Missing required argument: file_path")
+
+        extract_tables = args.get("extract_tables", False)
+        extract_forms = args.get("extract_forms", False)
+
+        # Perform parsing
+        result = parse_pdf(file_path, extract_tables, extract_forms)
+
+        # Output result as JSON
+        print(json.dumps(result, indent=2))
+        sys.exit(0)
+
+    except json.JSONDecodeError as e:
+        error = {"error": "Invalid JSON input", "details": str(e)}
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except ValueError as e:
+        error = {"error": "Invalid arguments", "details": str(e)}
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except Exception as e:
+        error = {"error": "Unexpected error", "details": str(e)}
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()

test/skills/pdf-tools/SKILL.md

@@ -0,0 +1,24 @@
+---
+name: pdf-tools
+description: Extract and convert PDF documents using Python scripts
+version: 1.0.0
+allowed-tools:
+  - Bash
+  - Read
+  - Write
+---
+
+# PDF Tools Skill
+
+This skill provides tools for extracting text and metadata from PDF documents and converting them to different formats.
+
+## Available Scripts
+
+### extract.py
+see [extract](extract.md)
+
+### convert.sh
+see [convert](convert.md)
+
+### parse.py
+see [parse](parse.md)

test/skills/pdf-tools/convert.md

@@ -0,0 +1,11 @@
+# convert.md
+Converts PDF files to different formats (text, markdown, etc.).
+
+**Input**:
+```json
+{
+  "input_file": "/path/to/input.pdf",
+  "output_format": "txt" | "md" | "html"
+}
+```
+

test/skills/pdf-tools/extract.md

@@ -0,0 +1,38 @@
+# extract.py
+Extracts text and metadata from PDF files.
+
+**Input**:
+```json
+{
+  "file_path": "/path/to/document.pdf",
+  "pages": "all" | [1, 2, 3]
+}
+```
+
+**Output**:
+```json
+{
+  "text": "Extracted text content...",
+  "metadata": {
+    "title": "Document Title",
+    "author": "Author Name",
+    "pages": 10
+  }
+}
+```
+
+## Usage Example
+
+```python
+from skillkit import SkillManager
+
+manager = SkillManager()
+result = manager.execute_skill_script(
+    skill_name="pdf-extractor",
+    script_name="extract",
+    arguments={"file_path": "document.pdf", "pages": "all"}
+)
+
+if result.success:
+    print(result.stdout)
+```

test/skills/pdf-tools/parse.md

@@ -0,0 +1,12 @@
+# parse.py
+Parses structured data from PDF forms and tables.
+
+**Input**:
+```json
+{
+  "file_path": "/path/to/form.pdf",
+  "extract_tables": true,
+  "extract_forms": true
+}
+```
+

test/skills/pdf-tools/scripts/convert.sh

@@ -0,0 +1,46 @@
+#!/bin/bash
+# Convert PDF files to different formats
+#
+# This script demonstrates shell script support in skillkit.
+# It reads JSON from stdin and performs format conversion.
+#
+# Environment variables available:
+# - SKILL_NAME
+# - SKILL_BASE_DIR
+# - SKILL_VERSION
+# - SKILLKIT_VERSION
+
+# Read JSON input from stdin
+read -r json_input
+
+# Parse JSON using Python (for simplicity)
+input_file=$(echo "$json_input" | python3 -c "import sys, json; data=json.load(sys.stdin); print(data.get('input_file', ''))")
+output_format=$(echo "$json_input" | python3 -c "import sys, json; data=json.load(sys.stdin); print(data.get('output_format', 'txt'))")
+
+# Validate input
+if [ -z "$input_file" ]; then
+    echo '{"error": "Missing required argument: input_file"}' >&2
+    exit 1
+fi
+
+# Mock conversion (in real implementation, would use tools like pdftotext, pandoc, etc.)
+output_file="${input_file%.pdf}.${output_format}"
+
+# Output result
+cat <<EOF
+{
+  "status": "success",
+  "input_file": "$input_file",
+  "output_file": "$output_file",
+  "output_format": "$output_format",
+  "message": "Converted $input_file to $output_format format",
+  "environment": {
+    "skill_name": "$SKILL_NAME",
+    "skill_base_dir": "$SKILL_BASE_DIR",
+    "skill_version": "$SKILL_VERSION",
+    "skillkit_version": "$SKILLKIT_VERSION"
+  }
+}
+EOF
+
+exit 0

test/skills/pdf-tools/scripts/extract.py

@@ -0,0 +1,97 @@
+#!/usr/bin/env python3
+"""Extract text and metadata from PDF files.
+
+This script demonstrates reading JSON arguments from stdin,
+processing them, and outputting results in JSON format.
+
+Environment Variables:
+- SKILL_NAME: Name of the parent skill
+- SKILL_BASE_DIR: Base directory of the skill
+- SKILL_VERSION: Version of the skill
+- SKILLKIT_VERSION: Version of skillkit
+"""
+import sys
+import json
+import os
+
+
+def extract_pdf(file_path: str, pages: str | list):
+    """
+    Extract text from PDF file (mock implementation).
+
+    In a real implementation, this would use a library like PyPDF2 or pdfplumber.
+
+    Args:
+        file_path: Path to the PDF file
+        pages: "all" or list of page numbers
+
+    Returns:
+        dict with extracted text and metadata
+    """
+    # Mock implementation for demonstration
+    return {
+        "text": f"Extracted text from {file_path}",
+        "metadata": {
+            "title": "Sample Document",
+            "author": "skillkit",
+            "pages": 10,
+            "file_path": file_path,
+            "requested_pages": pages
+        },
+        "environment": {
+            "skill_name": os.getenv("SKILL_NAME"),
+            "skill_base_dir": os.getenv("SKILL_BASE_DIR"),
+            "skill_version": os.getenv("SKILL_VERSION"),
+            "skillkit_version": os.getenv("SKILLKIT_VERSION")
+        }
+    }
+
+
+def main():
+    """Main entry point for the PDF extraction script."""
+    try:
+        # Read JSON arguments from stdin
+        args = json.load(sys.stdin)
+
+        # Validate required arguments
+        if "file_path" not in args:
+            raise ValueError("Missing required argument: file_path")
+
+        # Extract optional arguments
+        file_path = args["file_path"]
+        pages = args.get("pages", "all")
+
+        # Perform extraction
+        result = extract_pdf(file_path, pages)
+
+        # Output result as JSON
+        print(json.dumps(result, indent=2))
+        sys.exit(0)
+
+    except json.JSONDecodeError as e:
+        error = {
+            "error": "Invalid JSON input",
+            "details": str(e)
+        }
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except ValueError as e:
+        error = {
+            "error": "Invalid arguments",
+            "details": str(e)
+        }
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except Exception as e:
+        error = {
+            "error": "Unexpected error",
+            "details": str(e)
+        }
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()

test/skills/pdf-tools/scripts/parse.py

@@ -0,0 +1,94 @@
+#!/usr/bin/env python3
+"""Parse structured data from PDF forms and tables.
+
+This script demonstrates advanced PDF processing capabilities.
+"""
+import sys
+import json
+import os
+
+
+def parse_pdf(file_path: str, extract_tables: bool, extract_forms: bool):
+    """
+    Parse structured data from PDF (mock implementation).
+
+    In a real implementation, this would use libraries like:
+    - tabula-py or camelot for table extraction
+    - PyPDF2 or pdfplumber for form field extraction
+
+    Args:
+        file_path: Path to the PDF file
+        extract_tables: Whether to extract tables
+        extract_forms: Whether to extract form fields
+
+    Returns:
+        dict with parsed data
+    """
+    result = {
+        "file_path": file_path,
+        "extracted_data": {}
+    }
+
+    if extract_tables:
+        result["extracted_data"]["tables"] = [
+            {
+                "page": 1,
+                "rows": 5,
+                "columns": 3,
+                "data": [
+                    ["Header1", "Header2", "Header3"],
+                    ["Row1Col1", "Row1Col2", "Row1Col3"],
+                    ["Row2Col1", "Row2Col2", "Row2Col3"]
+                ]
+            }
+        ]
+
+    if extract_forms:
+        result["extracted_data"]["forms"] = {
+            "name": "John Doe",
+            "email": "john@example.com",
+            "checkbox_agree": True
+        }
+
+    return result
+
+
+def main():
+    """Main entry point for PDF parsing script."""
+    try:
+        # Read JSON arguments from stdin
+        args = json.load(sys.stdin)
+
+        # Validate and extract arguments
+        file_path = args.get("file_path")
+        if not file_path:
+            raise ValueError("Missing required argument: file_path")
+
+        extract_tables = args.get("extract_tables", False)
+        extract_forms = args.get("extract_forms", False)
+
+        # Perform parsing
+        result = parse_pdf(file_path, extract_tables, extract_forms)
+
+        # Output result as JSON
+        print(json.dumps(result, indent=2))
+        sys.exit(0)
+
+    except json.JSONDecodeError as e:
+        error = {"error": "Invalid JSON input", "details": str(e)}
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except ValueError as e:
+        error = {"error": "Invalid arguments", "details": str(e)}
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+    except Exception as e:
+        error = {"error": "Unexpected error", "details": str(e)}
+        print(json.dumps(error), file=sys.stderr)
+        sys.exit(1)
+
+
+if __name__ == "__main__":
+    main()

test/t.py

@@ -0,0 +1,17 @@
+from skillagent.agent import skillagent
+from ahserver.myTE import TemplateEngine
+from ahserver.serverenv import ServerEnv
+import asyncio
+
+def setup_template():
+    engine = TemplateEngine()
+    g = ServerEnv()
+    g.tmpl_engine = engine
+
+async def main():
+	setup_template()
+	# await skillagent('55QMNxVgvlh8nyis0P1BE', 'eYgNuD6sVQgbj-khOOUNU', './skills')
+	await skillagent('09Xzu3kQ-K98Ewy2KtyU3', 'eYgNuD6sVQgbj-khOOUNU', './skills')
+
+if __name__ == '__main__':
+	asyncio.run(main())