potpie-context

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Use when an agent needs project context from the context engine through MCP tools. Covers context_resolve recipes for feature, debugging, review, operations, docs, and onboarding without adding separate context tools.

potpie-ai By potpie-ai schedule Updated 6/9/2026

name: "potpie-context" version: "1" recommended: true description: "Use when an agent needs project context from the context engine through MCP tools. Covers context_resolve recipes for feature, debugging, review, operations, docs, and onboarding without adding separate context tools."

Potpie Agent Context

Use this skill when the task requires gathering, verifying, or recording project context through the Potpie MCP tools.

Tool Surface

Use only the minimal context port:

  • context_resolve — primary task context wrap.
  • context_status — cheap pot readiness, freshness gaps, and recommended recipe.
  • context_search — narrow follow-up lookup after context_resolve.
  • context_record — durable learnings: decisions, fixes, preferences, workflows, feature notes, doc references, incident summaries.

Do not request or invent separate tools for feature context, debugging context, operations context, source lookup, or docs context. Express those through context_resolve parameters.

Operating Loop

  1. Resolve or ask for the active pot_id.
  2. Build a narrow scope from known repo, branch, files, services, features, environment, PR, ticket, user, or source refs.
  3. Call context_status when setup or readiness is uncertain or the task is broad.
  4. Call context_resolve with the matching recipe.
  5. Inspect coverage, freshness, quality, fallbacks, open_conflicts, and source_refs before relying on the answer.
  6. Escalate only when needed:
    • source_policy="summary" for compact source-backed summaries.
    • source_policy="verify" and mode="verify" before production-impacting or disputed facts.
    • source_policy="snippets" or mode="deep" only for bounded source detail within budget.
  7. Use context_record when the work discovers reusable project memory.

Recipes

Feature work:

{"intent":"feature","include":["purpose","feature_map","service_map","docs","tickets","decisions","recent_changes","owners","preferences","source_status"],"mode":"fast","source_policy":"references_only"}

Debugging:

{"intent":"debugging","include":["prior_fixes","diagnostic_signals","incidents","alerts","recent_changes","config","deployments","owners","source_status"],"mode":"fast","source_policy":"references_only"}

Review:

{"intent":"review","include":["artifact","discussions","owners","recent_changes","decisions","preferences","source_status"],"mode":"balanced","source_policy":"summary"}

Operations:

{"intent":"operations","include":["deployments","runbooks","alerts","incidents","scripts","config","owners","source_status"],"mode":"balanced","source_policy":"summary"}

Docs:

{"intent":"docs","include":["docs","decisions","source_status"],"mode":"fast","source_policy":"references_only"}

Onboarding:

{"intent":"onboarding","include":["purpose","repo_map","service_map","docs","local_workflows","agent_instructions","source_status"],"mode":"fast","source_policy":"references_only"}

Recording Durable Memory

Use context_record with record_type one of:

  • decision — architectural or product decision.
  • fix — concrete fix that resolved a bug or incident.
  • bug_pattern — recurring symptom/root-cause pattern.
  • investigation — useful diagnostic path or ruled-out hypotheses.
  • diagnostic_signal — log line, metric, alert, or error signature.
  • preference — team/user/project preference.
  • workflow — local, release, deployment, or operational workflow.
  • feature_note, service_note, runbook_note, integration_note, doc_reference, incident_summary.

Keep records compact and source-reference-first.

Quality And Drift

  • quality.status=good — graph context acceptable for low-risk orientation.
  • quality.status=watch — verify stale or unverified facts before high-impact action.
  • quality.status=degraded — prefer source truth; consider recording an alignment correction.
  • Follow quality.recommended_maintenance when the response suggests jobs such as verify_entity, refresh_scope, resync_source_scope, repair_code_bridges, or expire_stale_facts.
Install via CLI
npx skills add https://github.com/potpie-ai/potpie --skill potpie-context
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