Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add anh-chu/llm-wiki-pm/plugin install llm-wiki-pmWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/anh-chu/llm-wiki-pm/llm-wiki-persona)<a href="https://agentmods.dev/skills/anh-chu/llm-wiki-pm/llm-wiki-persona"><img src="https://agentmods.dev/badge/skills/anh-chu/llm-wiki-pm/llm-wiki-persona/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/anh-chu/llm-wiki-pm/llm-wiki-persona"><img src="https://agentmods.dev/badge/skills/anh-chu/llm-wiki-pm/llm-wiki-persona.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00045 | $0.01457 |
| Opus 5 | $0.00023 | $0.00728 |
| Sonnet 5 | $0.00009 | $0.00291 |
| Haiku 4.5 | $0.00005 | $0.00146 |
Grade A, and why
llm-wiki-persona scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 146 lines — stays where its author put it; the contents beside it link to each section on GitHub.
LLM Wiki Persona
Communication persona pages and relationship maps for the PM wiki. Profiles how a person communicates — grounded in real message samples, never stereotypes.
For ingest, query, update, and all other wiki operations, the core llm-wiki-pm
skill handles those. This skill is persona/relationship-only.
Wiki Path Resolution
WIKI=$(cat .wiki-path 2>/dev/null | tr -d '[:space:]')
WIKI=${WIKI:-${CLAUDE_PLUGIN_OPTION_wiki_path:-${WIKI_PATH:-$(pwd)}}}
Orient
Before writing a persona page, complete the core orient steps (read SCHEMA.md,
index.md, last 20-30 lines of log.md). Persona pages are wiki writes — they need
SCHEMA compliance, min 2 outbound [[wikilinks]], and a log entry.
When to build a persona page
- User explicitly requests a communication profile or style analysis for a person.
- A person entity page exists with 3+ attributes about communication style or language patterns, suggesting a persona page would compound better.
- During the core skill's entity-promotion scan you find communication-style content buried inside a concept page alongside other entities.
Persona page workflow
Use ${CLAUDE_PLUGIN_ROOT}/skills/llm-wiki-pm/templates/persona.md as the
starting point. Slug: <name>-persona.md under entities/.
① Confirm data sources: ask user which communication channels have actual source material. Don't fabricate channels you have no data for. Use whatever channels apply to this person's stack — common examples: private chat (Slack/Teams/Discord DM), public chat channel, internal email, external email.
② Gather source material: proactively search connected comms tools first (chat search, email search, meeting notes) for the person's name and email/handle, THEN confirm channels with the user. Don't ask the user to hand you material you can retrieve yourself. Ingest the threads via the core skill's §2 Ingest flow before writing the persona page. A persona built only from secondhand mentions on other wiki pages is not a persona — pull primary communication samples.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 146 lines · 45 tokens per session scan A c502897bed0c
llm-wiki-persona is a skill published in the GitHub repository anh-chu/llm-wiki-pm (6 stars, last pushed 1mo ago), licensed MIT. It adds 45 tokens to every session and 1,457 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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