๐ฆ
agent-memory
78Remember Project Context Across Sessions
by yamadashy
Important project details are easy to lose between AI sessions. This skill gives Claude, Codex, and Claude Code a structured local memory workflow.
Productivity View
Skills ai-partner-chat
๐ฆ
ai-partner-chat
Content revision r1 Critical โ๏ธ External commands๐ Filesystem access๐ Network accessโก Contains scripts๐ Env variables
Personalize AI Conversations With Local Memory
Generic assistants lose context across conversations and notes. This skill uses local personas, notes, logs, and vector search to make Claude, Codex, or Claude Code respond with more personal context.
Supports: Claude Codex Code(CC)
Do not auto-install this skill.
The canonical policy requires operator review before any installation action.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Agent request
Review the Skillstore skill "ai-partner-chat" from https://skillstore.io/skills/cz07cring-ai-partner-chat.md and its manifest at https://skillstore.io/api/skills/cz07cring-ai-partner-chat/manifest. Verify the artifact. Do not auto-install. Inspect the skill and report your findings, then wait for an operator or manual installation decision.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "ai-partner-chat". What should I study next based on my React notes?
Expected outcome:
A short summary of related React notes, a recommendation for the next concept, and a practice task matched to your learning style.
Using "ai-partner-chat". Remember what we decided about my project direction.
Expected outcome:
A concise memory-style summary of the decision, the reason behind it, and suggested tags for later retrieval.
Using "ai-partner-chat". Why do I keep getting stuck on this topic?
Expected outcome:
A pattern-based reflection that connects recent notes, confusion points, and a practical next action.
Security Audit
Criticalv10 โข 7/9/2026 Open versioned report
The skill intentionally stores notes, profiles, conversation logs, and vector indexes under local Claude skill directories. Most static hits are false positives from markdown code fences, documentation snippets, or local paths, but the package still needs review because it installs scripts, writes local databases, reads cache paths, and documents scoped recursive deletion commands.
21
Files scanned
5,345
Lines analyzed
47
Review items
0
False positives ignored
Confirmed security concerns (15)
Critical
Recursive delete on root/home
rm -rf ~/.claude/skills/ai-partner-chat/data/vector_db
The documentation includes a recursive deletion command under the user home Claude skill data directory. It is scoped, but destructive commands in user documentation can remove local data.
Medium
SQLite database file
โ โโโ chroma.sqlite3 # ๆๆๅ้ๅญๅจ
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
self.db_path = db_path
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
indexer = VectorIndexer(db_path=self.db_path)
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
self.db_path = db_path
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
print(f"๐พ Connecting to vector database at: {self.db_path}")
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
self.client = chromadb.PersistentClient(path=self.db_path)
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
print(f" Database location: {os.path.abspath(self.db_path)}")
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Show all 15 confirmed findings
Medium
SQLite database file
'database_path': os.path.abspath(self.db_path)
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
'database_path': os.path.abspath(self.db_path)
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
self.db_path = db_path
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
self.client = chromadb.PersistentClient(path=self.db_path)
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
f"Failed to connect to database at {self.db_path}. "
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
โ โโโ chroma.sqlite3 # โก ๆๆ็ฌ่ฎฐ/ๅฏน่ฏ/ไปฃ็ ็ๅ้้ฝๅจ่ฟ้
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Medium
SQLite database file
โ โโโ chroma.sqlite3
The skill stores notes, conversations, or vector data in a local SQLite or Chroma database. This is core functionality but may contain sensitive user content.
Capability review items (47)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
High
Hidden file in home directory
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
High
Hidden file in home directory
3. โ
่ฎฐๅฝๆฏๆฌกๅฏน่ฏๅฐ `~/.claude/skills/ai-partner-chat/data/`
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
~/.claude/skills/ai-partner-chat/data/
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
rm -rf ~/.claude/skills/ai-partner-chat/data/vector_db
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
print(f" ๆฐๆฎ: ~/.claude/skills/ai-partner-chat/data/")
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
- ๐พ ็ถๆๆไน
ๅๅฐ `~/.claude/skills/ai-partner-chat/data/indexes/processed_notes.json`
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
- โ
ๆๆๆฐๆฎไฟๅญๅฐ `~/.claude/skills/ai-partner-chat/data/`
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
High
Hidden file in home directory
ๆฐๆฎ: ~/.claude/skills/ai-partner-chat/data/
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
ๆฐๆฎ: ~/.claude/skills/ai-partner-chat/data/
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
High
Hidden file in home directory
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
High
Hidden file in home directory
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
High
Hidden file in home directory
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
Medium
Unix shell invocation
#!/bin/bash
The skill includes an install.sh shell installer. Shell installers modify local files and require explicit user trust even when no malicious command is evident.
Medium
Hidden file access
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
Medium
Hidden file access
3. โ
่ฎฐๅฝๆฏๆฌกๅฏน่ฏๅฐ `~/.claude/skills/ai-partner-chat/data/`
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Hidden file access
~/.claude/skills/ai-partner-chat/data/
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Hidden file access
rm -rf ~/.claude/skills/ai-partner-chat/data/vector_db
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Python file write/append
with open(self.metadata_file, 'w', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Python file write/append
with open(daily_file, 'a', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Python file write/append
with open(summary_file, 'w', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Python file write/append
with open(self.timeline_path, 'w', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Python file write/append
with open(self.state_file, 'w', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Hidden file access
print(f" ๆฐๆฎ: ~/.claude/skills/ai-partner-chat/data/")
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Python file write/append
with open(taxonomy_file, 'w', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Python file write/append
with open(self.index_path, 'w', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Python file write/append
with open(report_file, 'w', encoding='utf-8') as f:
The script writes metadata, logs, reports, indexes, or timelines to local files. This is expected for the skill but has privacy and retention implications.
Medium
Hidden file access
- ๐พ ็ถๆๆไน
ๅๅฐ `~/.claude/skills/ai-partner-chat/data/indexes/processed_notes.json`
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Hidden file access
- โ
ๆๆๆฐๆฎไฟๅญๅฐ `~/.claude/skills/ai-partner-chat/data/`
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Hidden file access
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
Medium
Hidden file access
ๆฐๆฎ: ~/.claude/skills/ai-partner-chat/data/
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Hidden file access
ๆฐๆฎ: ~/.claude/skills/ai-partner-chat/data/
The skill intentionally persists notes, conversation state, or indexes in a hidden Claude skill directory. This is expected behavior but creates privacy and retention risk.
Medium
Hidden file access
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
Medium
Hidden file access
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
Medium
Hidden file access
pip install -r ~/.claude/skills/ai-partner-chat/scripts/requirements.txt
The documentation installs dependencies from a requirements file inside a hidden Claude skill directory. This is normal setup but requires user trust in local package files.
Low
Standard device file access
rm -rf "$TARGET_DIR/scripts" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -rf "$TARGET_DIR/assets" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -rf "$TARGET_DIR/notes" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -f "$TARGET_DIR/SKILL.md" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -f "$TARGET_DIR/README.md" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -f "$TARGET_DIR/QUICKSTART.md" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -f "$TARGET_DIR/CHANGELOG.md" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -f "$TARGET_DIR/HOW_TO_USE.md" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -rf "$TARGET_DIR/vector_db" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -rf "$TARGET_DIR/conversations" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -rf "$TARGET_DIR/indexes" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Low
Standard device file access
rm -rf "$TARGET_DIR/analysis" 2>/dev/null || true
The installer deletes existing skill files or data paths under its target directory. The path is scoped, but recursive deletion can remove user data if the target resolves unexpectedly.
Risk Factors
โ๏ธ External commands (50)
install.sh:12 install.sh:94 install.sh:99 install.sh:1 README.md:192 README.md:196 README.md:198 scripts/code_parser.py:31 scripts/code_parser.py:32 scripts/code_parser.py:109-111 scripts/conversation_logger.py:194 scripts/example_usage.py:32-38 scripts/orchestrator.py:199-214 scripts/orchestrator.py:214-217 scripts/orchestrator.py:217-223 scripts/orchestrator.py:223-382 scripts/orchestrator.py:382-384 scripts/tag_generator.py:206-208 SKILL.md:14-21 SKILL.md:21-25 SKILL.md:25-31 SKILL.md:31-42 SKILL.md:42-51 SKILL.md:51-54 SKILL.md:54-60 SKILL.md:60-63 SKILL.md:63-69 SKILL.md:69-81 SKILL.md:81-85 SKILL.md:85-88 SKILL.md:88-89 SKILL.md:89-123 SKILL.md:123-134 SKILL.md:134-138 SKILL.md:138-139 SKILL.md:139-143 SKILL.md:143-144 SKILL.md:144-147 SKILL.md:147-149 SKILL.md:149 SKILL.md:152-154 SKILL.md:154-162 SKILL.md:162 SKILL.md:165-174 SKILL.md:174-177 SKILL.md:177-186 SKILL.md:186-190 SKILL.md:190-192 SKILL.md:192-193 SKILL.md:193-196
๐ Filesystem access (50)
install.sh:13 install.sh:33 install.sh:34 install.sh:35 install.sh:36 install.sh:37 install.sh:38 install.sh:39 install.sh:40 install.sh:43 install.sh:44 install.sh:45 install.sh:46 install.sh:94 install.sh:99 install.sh:15 README.md:61 README.md:78 README.md:90 README.md:97 README.md:98 README.md:117 README.md:126 README.md:384 README.md:404 README.md:61 README.md:78 README.md:90 README.md:97 README.md:98 README.md:117 README.md:126 README.md:384 README.md:404 README.md:363 scripts/conversation_logger.py:62 scripts/conversation_logger.py:207 scripts/conversation_logger.py:347 scripts/emotion_analyzer.py:42 scripts/note_processor.py:49 scripts/orchestrator.py:44 scripts/orchestrator.py:85 scripts/orchestrator.py:44 scripts/orchestrator.py:85 scripts/tag_generator.py:61 scripts/tag_indexer.py:51 scripts/thinking_analyzer.py:149 scripts/vector_indexer.py:42 scripts/vector_indexer.py:83 scripts/vector_indexer.py:42
๐ Network access (1)
โก Contains scripts (2)
๐ Env variables (2)
Detected Patterns
Recursive delete on root/home
Audited by: claude View Audit History โ
Share & cite this report
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<iframe src="https://skillstore.io/embed/skills/cz07cring-ai-partner-chat.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA ยท BibTeX ยท CFF)
APA citation
Cz07cring. (2026). ai-partner-chat security audit report (audit version 10) [Author version unspecified]. Skillstore. https://skillstore.io/skills/cz07cring-ai-partner-chat/audits/10BibTeX citation
@techreport{cz07cring-cz07cring-ai-partner-chat-2026,
author = {Cz07cring},
title = {ai-partner-chat security audit report (audit version 10)},
institution = {Skillstore},
year = {2026},
number = {10},
url = {https://skillstore.io/skills/cz07cring-ai-partner-chat/audits/10},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "ai-partner-chat security audit report (audit version 10)"
version: "unspecified"
type: report
authors:
- name: "Cz07cring"
date-released: "2026-07-09"
url: "https://skillstore.io/skills/cz07cring-ai-partner-chat/audits/10"
identifiers:
- type: other
value: "skillstore:cz07cring-ai-partner-chat:audit:10"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: Medium 73
Architecture
85
Maintainability
87
Content
70
Community
78
Spec Compliance
What You Can Build
Maintain a personal learning partner
Use prior notes and reflections to receive responses that match your current learning stage and recurring questions.
Build continuity across AI sessions
Record conversation summaries and retrieve related history when discussing long-running projects or goals.
Search personal notes by meaning
Find related ideas in local markdown notes without relying only on exact keyword matches.
Try These Prompts
Start with my profile
Use my persona and notes to answer this question in a style that fits my learning preferences: [question].
Find related notes
Search my local notes for ideas related to [topic], then summarize the most relevant themes before answering.
Reflect on a conversation
Review this exchange and identify what should be remembered for future conversations: [conversation summary].
Synthesize long-term patterns
Use my notes, prior conversations, tags, and emotion timeline to identify recurring blockers and suggest a focused next step.
Best Practices
- Review where notes, profiles, logs, and vector databases are stored before using the skill.
- Keep persona files specific, current, and free of secrets or credentials.
- Use clear note titles and tags so retrieval results are easier to inspect.
Avoid
- Do not store passwords, API keys, private keys, or regulated records in notes or persona files.
- Do not run cleanup commands unless you understand which local directory they delete.
- Do not expect perfect memory; verify important facts against source notes.
Frequently Asked Questions
Does this skill send my notes to an external service?
The report evidence shows local files, local scripts, and local vector storage. Review dependencies and runtime behavior before adding sensitive notes.
Can I use it with Claude Code?
Yes. The report lists Claude Code as a supported tool, along with Claude and Codex.
What data does it store?
It can store personas, notes, conversation logs, summaries, tags, emotion analysis, and vector indexes in local files.
Is setup required?
Yes. The documentation includes Python dependencies and local model cache steps for vector search features.
Can I delete stored memory?
The documentation includes data cleanup commands, but review the target path carefully before deleting anything.
Who should use this skill?
It is best for users who want a local, context-aware AI partner for learning, reflection, and project continuity.
Developer Details
Author
Cz07cringLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
7db9b9f06e0ab79c575b58bc48c4d8dc9849f424
Maintenance freshness
7/18/2026
Usage
10 downloads ยท 182 views
File structure
๐ assets/
๐ config/
๐ tags_taxonomy.json
๐ notes/
๐ example-learning.md
๐ scripts/
๐ chunk_schema.py
๐ code_parser.py
๐ emotion_analyzer.py
๐ example_usage.py
๐ note_processor.py
๐ orchestrator.py
๐ requirements.txt
๐ tag_generator.py
๐ tag_indexer.py
๐ thinking_analyzer.py
๐ vector_indexer.py
๐ vector_utils.py
๐ install.sh
๐ README.md
๐ SKILL.md
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