zereight/gitlab-mcp

remember

Promote reusable project knowledge to the right memory surface.

Zobacz źródło

Jak używać

  1. Skopiuj polecenie instalacji i sprawdź źródła przed instalacją we własnym środowisku agenta.
  2. W oryginale sprawdź wymagane narzędzia, dane dostępowe i obsługiwane środowiska.
  3. Opisz dane wejściowe i oczekiwany rezultat; porównaj wynik ze źródłami.
npx skills add https://github.com/zereight/gitlab-mcp --skill remember

Przed rozpoczęciem

  • Instalacja nie obejmuje subskrypcji modelu, limitu API ani uprawnień do plików.
  • Gwiazdki i instalacje pokazują aktywność, a nie niezależny test jakości lub bezpieczeństwa.
Oryginalny dokument Skill

Treść z repozytorium z zachowaniem nagłówków, przykładów, kodu, tabel, linków i obrazów.

Remember

Promote durable, reusable knowledge into the right memory surface instead of leaving it buried in chat history.

When to Use

  • User wants to preserve knowledge discovered during a session
  • Organizing scattered findings into structured memory
  • Cleaning up duplicate or conflicting stored information

When NOT to Use

  • Ephemeral task notes → just keep in conversation
  • Already documented in code or docs → reference directly

Memory Surfaces

SurfaceUse ForDurability
Project memoryDurable team/project knowledgePermanent
Session contextShort-lived working notesSession only
Docs / InstructionsConventions, instructionsPermanent

Workflow

  1. Gather the relevant session findings
  2. Classify each item:
  • Durable project fact
  • Temporary working note
  • Operator preference or instruction
  • Duplicate / stale / conflicting information
  1. Propose the best destination for each item
  2. Write or update only the appropriate memory surface
  3. Call out duplicates or conflicts that should be cleaned up

Rules

  • Do not dump everything into one store
  • Prefer project memory for durable team knowledge
  • Keep entries concise and actionable
  • If something is uncertain, mark it as uncertain rather than storing it as fact

Output

  • What was stored
  • Where it was stored
  • Any duplicates/conflicts found

Quality Gate (Before Storing)

Before committing anything to memory, apply this 3-question filter. Skip storage if the answer to any question is "No":

QuestionRationale
Is it actionable? "Does this tell someone what to DO in a future situation?"Observations are not memory entries; decisions are.
Is it durable? "Will this still be true in 3 months, or is it tied to a temporary workaround?"Ephemeral findings belong in session notes, not project memory.
Is it unique? "Does something close already exist in memory that covers this?"Duplicate entries create confusion; prefer updating existing entries.

Examples

ItemActionable?Durable?Unique?Store?
"Use bcrypt cost=12 for passwords in this project"✅✅✅YES
"API was slow today because server was rebooting"❌❌✅NO — ephemeral
"Always run npm run build before pushing"✅✅Check existingYES if not already stored
"The login page has a bug in dark mode"❌❌✅NO — file a bug, not a memory entry
"We prefer interface over type for object shapes"✅✅Check existingYES if not in coding-standards

When to Update vs Create

  • UPDATE an existing entry if the new information refines, corrects, or supersedes it
  • CREATE a new entry only if no existing entry covers the topic
  • DELETE entries that are provably outdated (check with user first)

See Also

  • /coding-standards — canonical rules reference (no need to duplicate into memory)
  • /skill-stocktake — audit memory surfaces for quality
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