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 dwightpeaster/littlebird-obsidian-mcp --skill obsidian-global-knowledgegit clone --depth 1 https://github.com/dwightpeaster/littlebird-obsidian-mcpWrote 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/dwightpeaster/littlebird-obsidian-mcp/obsidian-global-knowledge)<a href="https://agentmods.dev/skills/dwightpeaster/littlebird-obsidian-mcp/obsidian-global-knowledge"><img src="https://agentmods.dev/badge/skills/dwightpeaster/littlebird-obsidian-mcp/obsidian-global-knowledge/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/dwightpeaster/littlebird-obsidian-mcp/obsidian-global-knowledge"><img src="https://agentmods.dev/badge/skills/dwightpeaster/littlebird-obsidian-mcp/obsidian-global-knowledge.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 | $0.00054 | $0.00528 |
| Opus 5 | $0.00027 | $0.00264 |
| Sonnet 5 | $0.00011 | $0.00106 |
| Haiku 4.5 | $0.00005 | $0.00053 |
Grade A, and why
obsidian-global-knowledge 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 11d 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 — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Obsidian Global Knowledge
Use this skill to answer questions from the configured Obsidian vault through the littlebird-obsidian-mcp server.
Trigger Phrases
- "Check my global directory."
- "Search global knowledge."
- "Search Obsidian for this."
- "What do we know about Example Project?"
- "Look in my knowledge base."
- "Check project memory."
Required Tool
Preferred MCP server: littlebird_obsidian
Useful tools:
search_notesread_notelist_vault_folder
If those tools are unavailable, tell the user the Littlebird Obsidian MCP server is not registered in the active Codex session and point them to the setup docs.
Workflow
- Convert the user request into 2-5 targeted search terms.
- Include obvious aliases from the user's routing config, for example project names, company names, abbreviations, and alternate spellings.
- Call
search_notesfor the highest-signal terms first. - Read the most relevant notes with
read_note. - Prefer routed knowledge notes over raw/ledger notes:
Projects/- company or organization folders configured by the user
People/Decisions/Tasks/Open Loops/Daily/
- Use
03_Agent_Context/Littlebird Ingest Ledger/only to verify import provenance, not as the main evidence source. - Answer with a concise synthesis and cite the note paths used.
Safety And Quality Rules
- Do not claim the vault is exhaustive. Say what was found in the searched notes.
- If search returns weak matches, say so and ask whether to broaden the search.
- Do not use raw Littlebird captures as primary context when routed notes exist.
- When the user asks for current state, favor the newest dated sections in project/company/task/open-loop notes.
- If a note appears stale or conflicting, call that out.
Response Shape
Use this structure when the answer is more than a sentence:
Here is what I found in global knowledge:
<answer>
Sources:
- <vault-relative path>
- <vault-relative path>
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 11d ago First seen · 69 lines · 54 tokens per session scan A a3adfd5ab9a9
obsidian-global-knowledge is a skill published in the GitHub repository dwightpeaster/littlebird-obsidian-mcp (2 stars, last pushed 3mo ago), licensed MIT. It adds 54 tokens to every session and 528 once invoked, about $0.0003 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.
Other skills, from other repositories
media-ingest
Ingest video, audio, PDF, book, screenshot, and GitHub repo content into the brain. Multi-format handling with entity extraction and backlink propagation. Covers video-ingest, youtube-ingest, and book-ingest subtypes.
mem0-oss-to-platform
Plan and then execute a migration of a project from the mem0 open-source / self-hosted SDK (the local Memory class) to the mem0 Platform / hosted / managed SDK (the MemoryClient class). Use this whenever a developer wants to move, switch, or migrate their mem0 usage off OSS/self-hosted to the hosted API — e.g.…
Cortex
Operate Cortex, the LifeOS memory system — the typed Knowledge Archive (People, Companies, Ideas, Research with typed related: links) plus recall of prior work sessions, ISAs, and conversations. Search, add, harvest, develop, ingest, distill, graph-navigate, recall. USE WHEN cortex, knowledge, knowledge base, search…
memory
Use when the user asks to remember, recall, forget, update, search, or inspect durable OpenSquilla memory, including profile facts in USER.md and long-term notes in MEMORY.md or memory//.md.
ha-data-stores
Map of Hope Agent's local data stores and safe read-only query workflow. Use when the user asks where Hope Agent stores data, wants to inspect sessions/messages/memory/logs/background jobs/knowledge indexes/settings, asks the model to query local app data, or debugging requires checking persisted state. Trigger…
establishing-project-context
Use when the user asks to establish shared project language, or project work exposes a conflicting, renamed, or deprecated domain term that needs active semantic modeling. Routine small tasks stay on the fast path.