P

people-context

jinyang-wang/people-context · v1.4.0 · Development & Workflow

by Jinyang WangOwner verifiedAwesome AI Plugins

MCP server: local-first server and CLI giving agents durable, privacy-bounded memory about people in a local SQLite database

InstallSource
Follow0
Trust Score84Security scanPartialComponents9
Protect this install with HOL Guard

Guard checks the skills and MCP servers a plugin adds on your machine and asks you before a risky action runs. The scores above are free, and no plan changes them.

Is people-context a fit?

From the plugin's manifest and HOL's scan. Anything the plugin does not declare is shown as not declared.

Works with

  • MCP
  • Claude Code
  • 8 skills
  • 1 MCP server

Before you install

Sign-in
Not declared
Declared access
Read, Write
License
MIT

Check before relying on it

  • Some security checks did not finish: Cisco skill scan and Cisco MCP scan. See the evidence

What is people-context?

people-context is a published development & workflow plugin for AI coding agents that works with MCP and Claude Code, developed by Jinyang Wang and distributed through the HOL AI plugin registry. MCP server: local-first server and CLI giving agents durable, privacy-bounded memory about people in a local SQLite database.

Canonical slug
jinyang-wang/people-context
Version
v1.4.0 · updated Nov 2, 2026

Registry snapshot

Owner verification
Verified on HOL as @JinyangWang27
Marketplace source
.claude-plugin/marketplace.json
Scanner
HOL plugin scanner
Security result
Partial scan
Digest verified
Yes
8 bundled skillsRead, copy or download each SKILL.mdOpen skills

Trust and security

Trust & reputation

On-Chain Verified
84

HOL Trust Score

Per-metric points (0–100 each) combined via a weighted average into the overall score.

Installability
100/100
Maintenance
100/100
MCP server setup
100/100
Plugin Security
92/100
Provenance
80/100
Publisher Quality
100/100

Provenance

Plugin root
.
Source repo
https://github.com/JinyangWang27/people-context
Source commit
215bf7c12b58…
Publisher verified
Yes
Owner verified
@JinyangWang27
Agent Plugins 1.0
Not detected

Continuous scanner CI not detected

This plugin remains listed. Its overall trust score is reduced by 10% because security checks are not maintained in the source repository's CI.

Optional: maintain the scanner in the source repository's CI to receive the full trust score. Listing does not require that change.

README badge detected

The source repository README links to this HOL listing. Distribution, not security evidence. It adds a 2% engagement adjustment to the overall trust score and never changes the security result.

Security posture

See how the Trust Score is computed
Partial scan
Security result
92
Score from finished checks
0
High findings

Some checks did not finish: Cisco skill scan and Cisco MCP scan. No blocking issue was found in the checks that did finish, but this is not a passed scan.

Provider
codex-plugin-scanner
Grade
A · Excellent
Version
3.24.2
codex:hol-plugin-scanner-ztzC0f / cisco-skill-scanner: failedcodex:hol-plugin-scanner-ztzC0f / cisco-mcp-scanner: unavailable

[claude:.] Claude Plugin

18/18

5 checks

[claude:.] Security

20/20

6 checks

[claude:.] Operational Security

3/6

5 checks

[claude:.] Code Quality

10/10

2 checks

[codex:.] Manifest Validation

28/31

9 checks

[codex:.] Security

20/20

9 checks

[codex:.] Operational Security

3/6

5 checks

[codex:.] Best Practices

9/12

5 checks

[codex:.] Marketplace

15/15

3 checks

[codex:.] Skill Security

5/5

4 checks

[codex:.] Code Quality

10/10

2 checks

Published advisories

None matched in GitHub security advisories, checked . This covers published advisories only, not problems nobody has reported.

GitHub security advisories are those the source repository has published.

Findings

lowoperational-securityDEPENDABOT_MISSINGReported 2 times

Automation or dependency surfaces exist, but .github/dependabot.yml is missing.

Add Dependabot updates for GitHub Actions and dependency manifests.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_TERMSOFSERVICEURL

The interface field "termsOfServiceURL" must use HTTPS or point to a safe in-repo asset.

Update "termsOfServiceURL" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_COMPOSERICON

The interface field "composerIcon" must use HTTPS or point to a safe in-repo asset.

Update "composerIcon" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_LOGO

The interface field "logo" must use HTTPS or point to a safe in-repo asset.

Update "logo" to use HTTPS or an existing relative asset path.

infomanifest-validationPLUGIN_JSON_INTERFACE_ASSET_SCREENSHOTS

The interface field "screenshots" must use HTTPS or point to a safe in-repo asset.

Update "screenshots" to use HTTPS or an existing relative asset path.

infobest-practicesCODEXIGNORE_MISSING

A .codexignore file helps prevent accidental inclusion of local artifacts and secrets.

Add a .codexignore file with generated assets, local state, and secret paths.

Install guidance

Install in Claude Code

Install through the Claude Code plugin marketplace.

Claude Code plugin docs

Optional: install HOL Guard for Claude Code first, so it can check this plugin's tools on your machine before Claude Code uses them.

  1. 1

    Add the marketplace

    Run this inside a Claude Code session. It registers the marketplace manifest shipped at the repository root. If the repository ships none, add the generated entry from the Advanced section below first.

    claude code
  2. 2

    Install the plugin

    Installs the people-context entry from the people-context-plugins marketplace.

    claude code
  3. 3

    Scripted alternative

    Non-interactive equivalent for scripts and CI pipelines. Add --scope project to pin the install to one repository.

    shell
  4. 4

    Check it is installed

    Lists installed plugins. The entry should appear as enabled.

    shell

To remove it later, run claude plugin uninstall people-context@people-context-plugins.

Did setup work in Claude Code?

No setup reports for Claude Code yet. Self-reported by signed-in visitors. Copying a command is not counted, and most installs are never reported.

Attested installs: Fewer than 10 attested installs of this plugin in week 2026-W44, so no number is shown. Counted from opt-in HOL Guard install reports, once per machine and runtime, and never mixed with the answers above. How install reports work.

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Plugin manifest

{
  "name": "people-context",
  "version": "1.4.0",
  "description": "Give Codex private, durable context about the people in your life through a local MCP server.",
  "author": {
    "name": "Jinyang Wang",
    "email": "[email protected]",
    "url": "https://github.com/JinyangWang27"
  },
  "homepage": "https://github.com/JinyangWang27/people-context/blob/main/docs/codex-plugin.md",
  "repository": "https://github.com/JinyangWang27/people-context",
  "license": "MIT",
  "keywords": [
    "mcp",
    "people",
    "context",
    "memory",
    "local-first"
  ],
  "mcpServers": "./.registry/mcp.json",
  "interface": {
    "displayName": "People Context",
    "developerName": "Jinyang Wang",
    "shortDescription": "Private, local context about people in your life",
    "longDescription": "Resolve people, remember durable context, and retrieve privacy-bounded relationship knowledge from a user-owned local database.",
    "category": "Productivity",
    "capabilities": [
      "Read",
      "Write"
    ],
    "websiteURL": "https://github.com/JinyangWang27/people-context",
    "privacyPolicyURL": "https://github.com/JinyangWang27/people-context/blob/main/docs/privacy-and-safety.md",
    "defaultPrompt": [
      "Who is this person in my life?",
      "Remember this context about someone I know.",
      "Help me prepare for my next conversation."
    ],
    "brandColor": "#4F6F52"
  },
  "skills": "./",
  "holManifestOrigin": "repository",
  "registryIndexVersion": 9
}

Marketplace source

Repo URL
https://github.com/JinyangWang27/people-context
Marketplace path
.claude-plugin/marketplace.json
Source path
.
Install policy
Unspecified

Skills

8 SKILL.md files ship with this plugin. Preview, copy, or download each one, then install them with the Skills CLI.

Share
skills-cli

  • communication-coach

    skills/communication-coach/SKILL.md

    Help the user handle one real conversation with a specific person — drafting or answering a message, raising something difficult, refusing or setting a boundary, repairing a misunderstanding, asking for something, preparing for a conversation that has not happened yet, rehearsing one, or debriefing one that already has — at work, with friends, or in the family. Composes the existing people-context reads into a usable reply plus a short transferable lesson, and writes nothing unless the user asks. Not for every mention of a person: identifying someone, reading their context, or recording something about them is not a coaching request.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • people-context-usage

    skills/people-context-usage/SKILL.md

    Use the people-context MCP tools when the user mentions someone in their life, asks who a person is, wants durable context or communication guidance about a contact, asks how someone tends to think or decide, is preparing for a meeting or call with named attendees, wants help answering, raising, refusing, repairing, rehearsing, or debriefing a specific conversation, shares information worth remembering about people, points at a CV, biography, or background notes, hands over a transcript to extract from, asks to review or tidy what is stored about someone, or brings a newer CV to check against stored records. Covers identity resolution first, context vs. guidance, grounded perspectives, meeting preparation, coaching a real conversation, the strict staged-capture vocabulary, the review-before-commit approval flow, attributed capture from documents, speaker attribution reviewed before staging, correction vs. temporal supersession during maintenance, and the conservative outcomes of a newer-document review.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • people-context

    skills/people-context/SKILL.md

    Install, start, and use the people-context MCP server via stdio or HTTP: resolve people, read context and guidance, capture new knowledge, maintain existing records, and connect the OpenClaw plugin. Covers install, pctx setup, transport, MCP session wiring, and raw tool call patterns.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • person-perspective

    skills/person-perspective/SKILL.md

    Help the user understand one person's documented perspective — what they prefer, how they tend to decide, what they value, and where their boundaries are — from stored records or material the user supplies, for a contact, the user themselves, or a public figure. Presents supported patterns with their sources, dates, contradictions, and unknowns, keeps the person's own statements apart from other people's reports and from inference, and writes nothing unless the user asks. Not for every mention of a person: identifying someone, drafting or rehearsing a reply to them, recording something about them, or exporting a package is a different request.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • remember

    skills/remember/SKILL.md

    Record durable knowledge about a person with the people-context tools. Invoke as /people-context:remember <description> to record one direct statement via remember, make an explicit person assertion via remember_person, or stage extracted facts, affiliations, and interactions for later review.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • reminders

    skills/reminders/SKILL.md

    List pull-based reminders with the people-context tools. Invoke as /people-context:reminders [person] to see all active reminders, or resolve an optional person first and list only theirs.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • transcript-review

    skills/transcript-review/SKILL.md

    Review a transcript, recording export, call note, or conversation log the user supplies, and extract the knowledge about people that is actually supported by it — working out in conversation who said what before anything is staged, because a speaker label like 'Speaker 2' is not a person, several labels can be one person, and one room microphone can hold several. Confirms attribution statement by statement, stages only the supported subset through the existing review-before-commit flow, and leaves unresolved ownership in the conversation. Not for every mention of a transcript: identifying someone, recording one stated fact, or preparing for a meeting is not a review request.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

  • who

    skills/who/SKILL.md

    Resolve who a person is with the people-context tools. Invoke as /people-context:who <query> to identify a name, nickname, or partial reference and, only on a confident resolution, read that person's stored context.

    Raw SKILL.md

    SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.

File inventory

.agents/plugins/marketplace.json

file

372 bytes

ee45b324a7e9d7db…

.claude-plugin/marketplace.json

file

987 bytes

6e304e9c761f2de0…

.claude-plugin/plugin.json

file

689 bytes

d6c0f9500d9c82a5…

.codex-plugin/plugin.json

plugin-manifest

1,289 bytes

df55d85bf669215e…

.mcp.json

file

224 bytes

c9545e8cf8c85466…

.registry/mcp.json

mcp-config

137 bytes

13d4a4db853716d1…

AGENTS.md

file

5,256 bytes

fcb6dacf4b4eaf33…

LICENSE

file

1,428 bytes

6c0a51d21a4fb49e…

pyproject.toml

file

4,326 bytes

d58862861a17c3b8…

README.md

file

16,369 bytes

753f501584f9a162…

SECURITY.md

file

2,675 bytes

4b31a5a5ef21c332…

skills/communication-coach/SKILL.md

skill

8,824 bytes

1b98241d617804ff…

skills/people-context-usage/SKILL.md

skill

50,465 bytes

49a3cfb0703938ee…

skills/people-context/SKILL.md

skill

9,815 bytes

94665c6c393e6bd2…

skills/person-perspective/SKILL.md

skill

8,073 bytes

c19036f2ad1eddfe…

skills/remember/SKILL.md

skill

16,794 bytes

8440705de6aec21f…

skills/reminders/SKILL.md

skill

2,052 bytes

ed6e6b4339914a33…

skills/transcript-review/SKILL.md

skill

9,902 bytes

a03a49dcb3d86eae…

skills/who/SKILL.md

skill

3,344 bytes

1a067e22886a4a39…

uv.lock

file

333,279 bytes

d4cbd67a730d2e88…

people-context — Frequently asked questions

What is people-context?
people-context is an AI plugin in the HOL registry. MCP server: local-first server and CLI giving agents durable, privacy-bounded memory about people in a local SQLite database.
How do I install people-context?
Install people-context in your harness: Claude Code — /plugin marketplace add JinyangWang27/people-context; MCP — git clone https://github.com/JinyangWang27/people-context; Any agent — npx [email protected] add JinyangWang27/people-context. Full step-by-step guidance is on the HOL plugin page.
How do I install people-context in HOL Guard?
To install people-context in HOL Guard, start with hol-guard plugin install jinyang-wang/people-context --apply. The complete step-by-step install guide for HOL Guard is on the HOL plugin page.
How do I install people-context in Claude Code?
To install people-context in Claude Code, start with /plugin marketplace add JinyangWang27/people-context. The complete step-by-step install guide for Claude Code is on the HOL plugin page.
How do I install people-context in MCP?
To install people-context in MCP, start with git clone https://github.com/JinyangWang27/people-context. The complete step-by-step install guide for MCP is on the HOL plugin page.
How is the Trust Score for people-context computed?
people-context has a HOL Trust Score of 84 out of 100. The score is a weighted sum of six components from a static scan of the source, capped for high-severity findings and adjusted by two disclosed policies. Memberships and payments are not inputs, and a scan is not a safety guarantee. Full breakdown: https://hol.org/registry/plugins/jinyang-wang%2Fpeople-context/trust
Who publishes people-context?
people-context is published by Jinyang Wang and listed on HOL.

Directory acceptance

Listed in 0 of 5 directory lists

Read from the list each directory publishes on GitHub. Being listed means the directory accepted the plugin; it is not a HOL security rating.

Lists last read . HOL re-reads them every day.

Submitting it? Check it against each directory's rules

Install signal

HOL cannot see every install. These are separate signals from different sources, so they are not added together. Counts under each floor show as <N.

Install commands issued here
<5
HOL Guard install commands issued from this listing, last 28 days.
Opt-in install reports
<10
Machines that reported installing it through HOL Guard in week 2026-W44. Reporting is opt-in, so most installs are not counted.
HOL Guard workspaces
<5
Workspaces that approved it or include it in an approved-plugin feed, as of today.

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