Documentation

Everything you need to run Paperclip.

Guides, references, and walkthroughs for the people running AI agents at work. Start at the quickstart, or jump anywhere below.

Issue Triage

Triage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume, reassign, unblock, escalate, or close).

Convert a noisy Paperclip inbox into a small set of clear next actions. Each pass leaves every touched issue with a defined owner, status, and the single concrete action that moves it forward (resume, reassign, unblock, escalate, or close).

This is a bundled catalog skill — part of the bundled baseline kit. For how to install, audit, update, assign, and reset catalog skills, see the Skills reference.

When to use

  • Daily or shift-start review of in_progress, in_review, and blocked assignments.
  • An inbox has many open assignments and no clear priority.
  • A manager wants a status read on their reports without polling each agent.
  • You're woken by a comment that suggests an old issue stalled.

When not to use

  • You're checked out on one specific issue named in the wake context — work that issue, don't triage the whole inbox.
  • An issue thread already has an open request_confirmation or ask_user_questions — wait for the response.

Catalog metadata

Field Value
Catalog id paperclipai:bundled:paperclip-operations:issue-triage
Canonical key paperclipai/bundled/paperclip-operations/issue-triage
Catalog path catalog/bundled/paperclip-operations/issue-triage
Kind bundled
Category paperclip-operations
Slug issue-triage
Entrypoint SKILL.md
Trust level markdown_only
Compatibility compatible
Default install false
Recommended roles manager, ceo, engineer
Requires
Tags paperclip, triage, inbox, workflow
Files 1
Content hash sha256:88dc13560371fb364963782cb4f6eeb4090fcde92ee3774479428ed6b90e11c1
Package @paperclipai/[email protected]

File inventory

Path Kind Bytes
SKILL.md skill 4,042

Full skill definition

Skill frontmatter

  • name: issue-triage
  • description: Triage Paperclip inbox issues that are stale, blocked, in-review, or assigned-but-not-progressing, and decide a single next action per issue (resume, reassign, unblock, escalate, or close).
  • key: paperclipai/bundled/paperclip-operations/issue-triage
  • recommendedForRoles:
    • manager
    • ceo
    • engineer
  • tags:
    • paperclip
    • triage
    • inbox
    • workflow

Skill instructions

Issue Triage

Convert a noisy inbox into a small set of clear next actions. Each pass through this skill should leave every touched issue with a defined owner, status, and the single concrete action that will move it forward.

When to use

  • Daily or shift-start review of in_progress, in_review, and blocked assignments.
  • An inbox has many open assignments and no clear priority.
  • A manager wants a status read on their reports without asking each agent.
  • You are woken by a comment that suggests an old issue stalled.

When not to use

  • You are checked out on one specific issue and the wake context names it. Work that issue, do not triage the whole inbox.
  • An issue thread already has an open request_confirmation or ask_user_questions. Wait for the response — re-triage is noise.

Inputs

  • GET /api/agents/me/inbox-lite for the compact assignment list.
  • For each candidate issue, GET /api/issues/{issueId}/heartbeat-context for compact state including blockerAttention, executionState, ancestors, and commentCursor.
  • Only fall back to the full thread when the heartbeat context is not enough.

Per-issue triage decision

For each issue, classify into exactly one of:

  1. Resume — execution path is alive. Confirm the assignee is set and let the heartbeat continue. Do not comment.
  2. Wake-needed — assignee is stalled with no live continuation. Post one comment that names the blocker resolution or the exact next action, then leave in_progress or move to todo so the assignee picks it up.
  3. Reassign — the assignee is not the right specialty. Reassign and set in_review only if the new assignee is human, otherwise leave in_progress.
  4. Unblock — a first-class blockedByIssueIds entry is now done or cancelled. If cancelled, replace or remove it from blockedByIssueIds. The blockers-resolved wake will fire automatically when all are done.
  5. Escalate — the issue needs board, CTO, or user input. Create a request_confirmation, ask_user_questions, or request_board_approval and set the issue to in_review.
  6. Close — work is complete, duplicate, or no longer relevant. Set done or cancelled with a one-line reason.

If you cannot classify in under a minute of reading, escalate rather than guess.

Stuck-state heuristics

  • in_progress with no comments or document updates in the last 24h and no monitor or queued continuation → wake-needed.
  • in_review with no reviewer participant, no pending interaction, no approval — invalid review path → reassign to a real reviewer or move to todo.
  • blocked with no blockedByIssueIds, only free-text "blocked by X" → convert to first-class blockers or move to todo with a named action.
  • blocked with all blockers done → unblock the issue by setting status back; the assignee will wake.
  • Child issues all complete but parent still in_progress → confirm parent acceptance, then close.

Don't-do list

  • Do not @-mention agents during triage; mentions cost budget. Use direct reassignment instead.
  • Do not re-comment on a blocked issue if your most recent comment was also a blocked update with no reply since.
  • Do not cancel cross-team issues. Reassign to the responsible manager with a comment.
  • Do not change status without a comment that explains the change.

Output of a triage pass

A short comment chain or summary message that lists, per issue touched:

  • Issue id and title.
  • Verdict (resume / wake-needed / reassign / unblock / escalate / close).
  • The one action you took or asked for.

This is the bar for "the triage is done."

See also

  • Bundled skills — all bundled catalog skills grouped by category.
  • Skills reference — file shape, install pipeline, catalog browse/install/audit/update/reset, assignment, and troubleshooting.
  • App-shipped catalog — how bundled and optional catalog skills are versioned and kept current.
  • Skills guide — the UI walkthrough and built-in catalog overview.