memtrace-docs

Solid

Use official hosted Memtrace documentation before guessing, web search, or stale local copies. Trigger when the user asks how Memtrace works; how to install, configure, or deploy CLI, MCP, fleet, Cortex, or enterprise MemDB; what tools, skills, or commands exist; wants to find or locate official docs for a topic; or provides/asks to read a full docs page or slug. Routes internally across ask_docs for cited natural-language answers, search_docs for page discovery, and read_doc for complete page text. Separate from memtrace-first, which searches the user's indexed source code.

AI & Automation 469 stars 41 forks Updated 5 days ago NOASSERTION

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Quality Score: 81/100

Stars 20%
89
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Memtrace Docs First ## The Iron Law ``` IF THE USER ASKS ABOUT MEMTRACE PRODUCT DOCS → USE DOCS MCP TOOLS FIRST. Do not guess CLI flags, MCP tool lists, enterprise deploy steps, or fleet rules from memory. Query the hosted documentation corpus at memtrace.io (or MEMTRACE_DOCS_API_URL), then answer with citations. memtrace-first = your indexed SOURCE CODE (find_code, get_impact, …) memtrace-docs = official MEMTRACE DOCUMENTATION (search_docs, ask_docs, read_doc) ``` Docs tools call the **hosted** Memtrace docs API over HTTPS. They do **not** read your local MemDB or your repo. Core graph tools stay offline; docs tools degrade gracefully when the network is down (`ok: false` + hint). ## Server check (once per session) Confirm the docs tools are available on your `memtrace` MCP server: - `search_docs` — ranked chunks (slug, title, H2, excerpt) - `ask_docs` — grounded Q&A `{ answer, citations[], refused }` - `read_doc` — full page text by slug - Resources: `memtrace://docs/<slug>` via `read_resource` (optional) If none of these exist, the MCP build may be outdated — tell the user to update Memtrace and run `npx -y memtrace-skills@latest install`. Override API host: `MEMTRACE_DOCS_API_URL` (default `https://memtrace.io`). ## The decision rule | User is asking | Right tool | |---|---|---| | "How do I install / configure / deploy X in Memtrace?" | `ask_docs(question=…)` | | "What MCP tools / skills / CLI commands exist?" | `ask_docs` or `search_docs` then `read_doc` ...

Details

Author
syncable-dev
Repository
syncable-dev/memtrace-public
Created
5 months ago
Last Updated
5 days ago
Language
Python
License
NOASSERTION

Integrates with

Similar Skills

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AI & Automation Solid

memtrace-first

Route code discovery, debugging, flow tracing, how-code-works questions, and pre-edit rationale checks in indexed source-code repos to Memtrace graph plus Cortex decision tools. Use first before searching/reading code, and before editing, refactoring, deleting, or re-picking an approach that may have a recorded decision, ban, convention, or contract. Do not use Grep, Glob, rg, find, or manual file browsing for code discovery when Memtrace is indexed. Zero results are not permission to grep; diagnose/reindex with Memtrace.

469 Updated 5 days ago
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AI & Automation Listed

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How to use the MemAI MCP server (long-term agent memory: one ACID SQLite store, BM25 keyword search) — which tool family to call when: pulse/search/recall/list_by_domain/list_recent/ list_domains/get_memory/help to read; note, reasoning, anti_pattern, checkpoint, handoff, diagram to write; diagram_*/get_diagram for flows; edit_memory/link_memories/set_confidence/also_domain/forget/purge_memory to curate — plus the session/domain/tags convention, with domains as nested PATHS and cross-listing (also), and review_after/source_ref for a memory that will go stale. Use at the START of a session or when RESUMING work (warming a cold session), whenever SAVING or LOOKING UP durable knowledge (a fact, a decision, a rule, a pitfall), when DOCUMENTING a routine as a flow, and before PAUSING or ENDING work (checkpoint). Also on "MemAI", "memory", "long-term memory", "warm up the session", "checkpoint", "what did the last session leave", "save this lesson", "anti-pattern", "diagram of the flow".

0 Updated 1 weeks ago
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Code & Development Solid

memtrace-decision-memory

Use Cortex decision memory through the normal Memtrace MCP tools. Trigger for free-text questions about what was decided, chosen, rejected, banned, or established as a convention; for why a symbol exists or which contracts constrain it; for whether a known decision held, drifted, or was violated; and for the implementation arc behind a decision. Use before non-trivial edits, refactors, deletions, or re-picking a library, pattern, architecture, or subsystem behavior. Routes internally across recall_decision, why_is_this_here, governing_contracts, verify_intent, and get_arc. Do not guess rationale from a diff or git log.

469 Updated 5 days ago
syncable-dev