Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add anh-chu/llm-wiki-pm --skill llm-wiki-briefgit clone --depth 1 https://github.com/anh-chu/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-brief)<a href="https://agentmods.dev/skills/anh-chu/llm-wiki-pm/llm-wiki-brief"><img src="https://agentmods.dev/badge/skills/anh-chu/llm-wiki-pm/llm-wiki-brief/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-brief"><img src="https://agentmods.dev/badge/skills/anh-chu/llm-wiki-pm/llm-wiki-brief.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 | $0.00034 | $0.02603 |
| Opus 5 | $0.00017 | $0.01301 |
| Sonnet 5 | $0.00007 | $0.00521 |
| Haiku 4.5 | $0.00003 | $0.00260 |
Grade A, and why
llm-wiki-brief scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 254 lines — stays where its author put it; the contents beside it link to each section on GitHub.
LLM Wiki Brief
Structured briefs, digests, and check-ins from the PM wiki. Richer, more structured output than the §10/§11 fallbacks in the core llm-wiki-pm skill.
For ingest, update, query, lint, and all other wiki operations — the core llm-wiki-pm skill handles those. This skill is brief-only.
When This Skill Activates
- "daily brief", "what happened today", "what happened yesterday"
- "weekly brief", "weekly checkin", "what happened this week", "week in review", "catch me up on the week"
- "[tag] digest", "brief me on [tag]", "summarize [tag] pages", "what's new in [topic]", "what changed in [competitive/customer/strategy/etc]"
- "what's thin", "what needs more work", "coverage brief"
Wiki Path Resolution
WIKI=$(cat .wiki-path 2>/dev/null | tr -d '[:space:]')
WIKI=${WIKI:-${CLAUDE_PLUGIN_OPTION_wiki_path:-${WIKI_PATH:-$(pwd)}}}
Orient (lightweight)
This skill is read-only by default. Before any brief:
- Read
$WIKI/_status.mdif it exists — surface any pre-computed warnings immediately - Read last 20-30 lines of
$WIKI/log.md— know what's recent before summarizing
Full orient (AGENTS.md 4-step protocol) only required if filing output as a wiki page.
Source-Completeness Guard (when briefs sweep live sources)
When a brief is asked to pull from external sources (whatever the user's connected stack — issue trackers, mail, chat, CRM, meeting notes, web), the core llm-wiki-pm Source-completeness guard applies in full: an empty or errored source is a signal to vary the query, not to declare the sweep done.
A brief is exec-facing synthesis — the Provenance-tier & falsification guard applies (core skill → Session Defaults). A brief reads as a complete, current picture, so a laundered claim does the most damage here. Tier every headline claim computed/primary/recalled; don't state a claim recalled from wiki prose as current fact without confirming it against a live source (a wiki page saying "pipeline is thin" does not override what the CRM says today). For any decision-bearing line, name and run the query that would disprove it before it goes in the brief, and mark claims you couldn't verify as unverified rather than asserting them.
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 · 254 lines · 34 tokens per session scan A 13e60c5ba410
llm-wiki-brief is a skill published in the GitHub repository anh-chu/llm-wiki-pm (6 stars, last pushed 1mo ago), licensed MIT. It adds 34 tokens to every session and 2,603 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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