Memori MCP Memory Usage
MemoriLabs/Memori
Teaches an MCP-connected agent when and how to call Memori's recall, summary, compaction, augmentation, feedback and quota tools to keep context across sessions.
Loads Prism session memory on the first user turn, greets the developer by their configured name and shows recent-session context at the configured depth.
$ npx skills add dcostenco/prism-coder --skill prism-startup -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dcostenco/prism-coder prism-startup --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/dcostenco/prism-coder.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/prism/skills/prism-startup .claude/skills/prism-startup && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "prism-startup" agent skill from https://github.com/dcostenco/prism-coder/tree/main/plugins/prism/skills/prism-startup into .claude/skills/prism-startup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-startup", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/dcostenco/prism-coder/tree/main/plugins/prism/skills/prism-startupType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add dcostenco/prism-coder --skill prism-startup -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dcostenco/prism-coder prism-startup --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dcostenco/prism-coder.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/prism/skills/prism-startup .agents/skills/prism-startup && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prism-startup" agent skill from https://github.com/dcostenco/prism-coder/tree/main/plugins/prism/skills/prism-startup into .agents/skills/prism-startup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-startup", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add dcostenco/prism-coder --skill prism-startup -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dcostenco/prism-coder prism-startup --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dcostenco/prism-coder.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/prism/skills/prism-startup .cursor/skills/prism-startup && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "prism-startup" agent skill from https://github.com/dcostenco/prism-coder/tree/main/plugins/prism/skills/prism-startup into .cursor/skills/prism-startup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-startup", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/dcostenco/prism-coder.git --path plugins/prism/skills/prism-startup--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add dcostenco/prism-coder --skill prism-startup -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dcostenco/prism-coder prism-startup --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dcostenco/prism-coder.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/prism/skills/prism-startup .gemini/skills/prism-startup && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "prism-startup" agent skill from https://github.com/dcostenco/prism-coder/tree/main/plugins/prism/skills/prism-startup into .gemini/skills/prism-startup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-startup", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install dcostenco/prism-coder prism-startupInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add dcostenco/prism-coder --skill prism-startup -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dcostenco/prism-coder.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/prism/skills/prism-startup .github/skills/prism-startup && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "prism-startup" agent skill from https://github.com/dcostenco/prism-coder/tree/main/plugins/prism/skills/prism-startup into .github/skills/prism-startup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-startup", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add dcostenco/prism-coder --skill prism-startup -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dcostenco/prism-coder prism-startup --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dcostenco/prism-coder.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/prism/skills/prism-startup .opencode/skills/prism-startup && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "prism-startup" agent skill from https://github.com/dcostenco/prism-coder/tree/main/plugins/prism/skills/prism-startup into .opencode/skills/prism-startup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prism-startup", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
prism-startupLoads Prism session memory on the first user turn, greets the developer by their configured name and shows recent-session context at the configured depth.
The skill activates once, on the first user turn of a conversation, even when that turn is only a greeting, and does not repeat after startup context has been shown. Before greeting or answering, the agent calls session_bootstrap with no arguments. If that is unavailable it calls session_load_context for the repository or workspace project, and failing that runs the prism load command with JSON output. One retry is allowed, after which a fixed warning says that context is temporarily unavailable.
The depth is never passed by the skill, because Prism resolves the current dashboard setting. Quick depth greets by name and shows the compact current state with open TODOs or keywords, standard adds the last summary and up to five recent sessions, and the excerpt is cut off before deep. A section also explains recovering when a save is refused with context_not_loaded. It ships with the prism plugin and its MCP server.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6f43322. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Prism Startup Context loads about 1.4k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 783 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from dcostenco/prism-coder at commit 6f43322, republished under its Apache-2.0 licence (© dcostenco). 783 words, ~1,398 tokens.
.claude/skills/prism-startup/SKILL.md (or your agent's skills folder).Use this skill once, on the first user turn of a conversation. A greeting such
as "hi", "hello", or "ready?" is still a first user turn and must activate it.
Do not run it again after startup context has already been shown in the same
conversation. This re-entry rule covers startup only; a save refused with
context_not_loaded is recovered as described under "Recovering from
context_not_loaded" below.
Portable native-skill activation starts when the host processes the first user turn. It cannot display anything before the developer sends that first input. That first-turn behavior is the cross-host contract.
This skill ships with the prism plugin, alongside the Prism MCP server
registration. The prism connect CLI installs the same protected skill for
hosts configured that way; when both are present, the re-entry rule above keeps
startup to a single display. Startup must not modify a host's lifecycle
configuration. The skill remains available on every subscription tier, and it is
intentionally absent from session skill routing so loading context cannot inject
this startup procedure recursively.
Before greeting the developer or answering their task:
session_bootstrap is available, call it with no arguments. Do not guess
a project, role, developer name, or context depth.session_bootstrap is unavailable but session_load_context is
available, call session_load_context for the current project and omit the
level argument. Use the repository or workspace name as the project; use
prism-mcp only when no project can be derived.prism CLI is available, run
prism load <project> --json and omit --level.⚠️ *Session context is temporarily unavailable.*The level must be omitted in every startup path. Prism resolves the current dashboard setting instead of allowing this static skill to override it.
Render only the data returned for the resolved depth:
quick: greet with the configured name and show the compact current state,
including open TODOs or keywords when present. Do not claim session summaries
were absent; quick intentionally does not fetch them.standard: also show the last summary and up to five recent sessions.deep: also show the complete returned session history, up to fifty entries,
including the extra decisions, TODOs, and changed-file detail supplied by
Prism.Do not make a second load call to expand the selected depth. An empty field is different from a field intentionally omitted at the selected depth.
If session_bootstrap returns a ready-to-display greeting/context block, print
the complete bootstrap result verbatim as the entire first-turn startup
display, before any task answer. Do not summarize, paraphrase, rename headings,
reformat, or omit any returned section. Preserve its order and line content.
If no ready-to-display block is returned, render the structured fallback result in this order:
Hi, <agent_name>. using the configured agent_name. If it is empty, use
Hi. without inventing a name.**Last session:** <last_summary> when the selected depth returned it.**Open TODOs:** followed by the returned TODOs, when present.**Recent sessions:** for standard results or **Session history:** for
deep results, preserving the returned order.When the first user input is only a greeting, stop after the verbatim startup display. If only the structured fallback was available, stop after that structured startup display. Do not add another greeting, question, acknowledgement, or other prose. When the first input contains a task, continue directly into that task after the startup display.
Context loading may return entitled [📜 SKILL: <name>] blocks. Use only the
skills explicitly reported as provisioned or returned in those blocks. Never
guess a package name, request a missing package, or treat a package from an old
session as currently entitled. Paid behavioral and engineering packages are
delivered by the authenticated manifest; the public startup path relies on the
compact safety and evidence contract in the MCP server instructions.
For bug reports or screenshots, run a real diagnostic before explaining the cause. Never report "done", "fixed", or "working" without observable verification.
context_not_loadedStartup runs once, but a later session_save_ledger or session_save_handoff
can still be refused with context_not_loaded: after a long idle gap, after a
restart, or for a project that startup did not load. That is not a second
startup and the re-entry rule above does not apply. Call session_load_context
with the same project and the same conversation_id as the refused save, then
retry the save once. Do not repeat session_bootstrap or print a startup display
for it. If the reload or the retry fails, tell the user; a local note is a
fallback after that, never a substitute for the reload.
© dcostenco, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/prism/skills/prism-startup of dcostenco/prism-coder.
Open the folder on GitHubat commit 6f43322
Prism Startup Context next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Prism Startup Context this skilldcostenco/prism-coder | 158 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Memori MCP Memory UsageMemoriLabs/Memori | 17k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Engram MemoryPatdolitse/piia-engram | 163 | — | ~1.3k | Automated safety check: Pass | AGPL-3.0-or-later | |
| Mnemosjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~3.1k | Automated safety check: Pass | MIT | |
| MemPalace Setup and OperationMemPalace/mempalace | 59k | — | ~2.2k | Automated safety check: Pass | MIT | |
| agentmemory Setup and Diagnosticsrohitg00/agentmemory | 29k | — | ~1k | Automated safety check: Notes | Apache-2.0 |
MemoriLabs/Memori
Teaches an MCP-connected agent when and how to call Memori's recall, summary, compaction, augmentation, feedback and quota tools to keep context across sessions.
Patdolitse/piia-engram
Routes continuity and recall requests to Engram, a local-first MCP memory and identity layer that saves user-approved lessons, decisions and playbooks.
jeremylongshore/tons-of-skills-marketplace
Persistent memory and learning-loop skills for AI coding agents using mnemos MCP tools.
MemPalace/mempalace
Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.
rohitg00/agentmemory
Sets up and troubleshoots a local agentmemory install, covering the MCP connection, environment variables, ports, authentication and optional feature flags.
breferrari/obsidian-mind
Search the vault using QMD semantic search. An agent skill from breferrari/obsidian-mind.
Works with
Categories
Loads Prism session memory on the first user turn, greets the developer by their configured name and shows recent-session context at the configured depth. The skill activates once, on the first user turn of a conversation, even when that turn is only a greeting, and does not repeat after startup context has been shown. Before greeting or answering, the agent calls session_bootstrap with no arguments.
Prism Startup Context fits situations like: starting any conversation in a project that uses Prism session memory; resuming work with recent sessions and open TODOs shown up front; recovering when a save is refused with context_not_loaded.
Run `npx skills add dcostenco/prism-coder --skill prism-startup -a claude-code`. Or copy the skill folder (plugins/prism/skills/prism-startup in dcostenco/prism-coder) into .claude/skills/prism-startup in your project. Claude Code loads it when a task matches its description.
Run `npx skills add dcostenco/prism-coder --skill prism-startup -a codex`. Or copy the skill folder (plugins/prism/skills/prism-startup in dcostenco/prism-coder) into .agents/skills/prism-startup in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add dcostenco/prism-coder --skill prism-startup -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prism-startup, .gemini/skills/prism-startup, .github/skills/prism-startup and .opencode/skills/prism-startup in your project.
SKILL.md names no scripts, command-line tools or credentials: Prism Startup Context is instructions for the agent only. Our summary lists: The Prism MCP server or the `prism` CLI; A project with saved Prism session memory.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Prism Startup Context is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Prism Startup Context: Memori MCP Memory Usage (MemoriLabs/Memori, 17k stars), Engram Memory (Patdolitse/piia-engram, 163 stars), Mnemos (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and MemPalace Setup and Operation (MemPalace/mempalace, 59k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
dcostenco (a GitHub user) maintains it in dcostenco/prism-coder, which has 158 GitHub stars. The repository was last updated on October 10, 2026.
Source: dcostenco/prism-coder on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.