Manages project planning in Linear. Tracks compiler/runtime issues and roadmap initiatives.

Install

mkdir -p .claude/skills/sfn-plan && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/18314" && unzip -o skill.zip -d .claude/skills/sfn-plan && rm skill.zip

Installs to .claude/skills/sfn-plan

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Plan Sailfin work in Linear from Initiatives through Projects to session-sized compiler/runtime issues. Use when Codex needs to audit or create Linear planning structure, prioritize production compiler/runtime health and performance, assign Projects/Cycles/priorities/estimates, groom Triage/Backlog/Ready/Blocked queues, or propose/apply bulk Linear issue updates.
365 chars✓ has a “when” triggerlonger than Claude Code's old 250-char listing cap (fine on current versions)
Advanced

Key capabilities

  • Audit Linear projects and initiatives
  • Prioritize production compiler/runtime health and performance
  • Assign Projects, Cycles, priorities, and estimates
  • Groom Triage, Backlog, Ready, and Blocked queues
  • Propose and apply bulk Linear issue updates

How it works

The skill audits Linear projects and initiatives, prioritizes work based on production health, grooms various queues, and proposes bulk updates to Linear issues, ensuring a production-ready Sailfin compiler/runtime.

Inputs & outputs

You give it
request to audit or create Linear planning structure
You get back
a Sailfin Planning Proposal with recommended actions and an inventory

When to use sfn-plan

  • Planning compiler tasks
  • Managing development queues
  • Updating project roadmaps

About this skill

Sailfin Planning Skill

Use this skill for Linear planning and queue maintenance. The goal is a production-ready, high-performance Sailfin compiler/runtime, not a tidy board. Use sailfin-pickup only after a leaf issue is ready to implement.

Planning Sources

Use Linear as the planning source of truth:

  1. Initiatives: durable product/engineering pillars.
  2. Projects: epics under Initiatives.
  3. Issues: session-sized leaves under Projects.
  4. Cycles: release windows across Projects.

Read repo context only to validate technical truth:

  • docs/conventions/linear-workflow.md
  • docs/conventions/linear-templates.md
  • docs/conventions/issue-naming.md
  • docs/status.md for what currently ships
  • relevant SFEPs or design notes under docs/proposals/
  • compiler/runtime source or tests when issue feasibility depends on code facts

Do not use site/src/pages/roadmap.astro as the source for planning direction. The site is a published view; Linear Initiatives/Projects are the planning surface. Only inspect site files when the task is specifically docs/site sync.

Operating Rules

  • Read first, propose second, write third. Do not bulk-update Linear until the user approves the proposed batch.
  • Do not invent planning direction from stale docs, vibes, or issue counts. Every created or promoted issue must trace to a Linear Initiative/Project, an accepted/draft design record, a status gap, a failing/fragile verification path, or direct source evidence.
  • Prefer fewer, sharper issues over broad backlog expansion. A healthy queue has pickable leaves, not hundreds of ambiguous tickets.
  • Treat releases as Cycles, never Projects. Keep release scope orthogonal to each issue's epic Project.
  • Use Linear native fields for status, priority, estimate, Project, Cycle, assignee, blockers, and relations. Do not create labels for those dimensions.
  • Never move an issue to Ready unless it is session-sized, unblocked, prioritized, estimated, and has clear acceptance criteria plus verification.

Production Health Lens

When prioritizing or creating work, classify the technical reason explicitly:

LensUse for
Correctnessmiscompiles, type/effect holes, invalid diagnostics, spec mismatches
Self-hostingfixed-point determinism, seed readiness, compiler rebuild safety
Performancecompile latency, memory/RSS, cache effectiveness, runtime throughput
Runtime safetyABI soundness, ownership/lifetime hazards, TLS/net/io behavior
PortabilityLinux/macOS/Windows build and runtime behavior
Developer ergonomicsdiagnostics, sfn check, sfn test, build output, MCP/LSP
Release healthblockers for the next Cycle, seed bumps, CI and packaging gates

Urgent/High priorities require a concrete health rationale. Low-priority polish should not crowd out correctness, self-hosting, performance, or release health.

Discovery Workflow

Build a live inventory with Linear tools:

  1. Resolve the Sailfin (SFN) team, states, Cycles, labels, Projects, and Initiatives. If Initiative listing is not directly available, recover it from Project initiative fields/status updates; if it cannot be recovered, stop and report that the hierarchy is unavailable.
  2. For each Initiative, list active/planned Projects and recent status updates.
  3. For each Project, list open issues grouped by status, priority, estimate, assignee, blocker state, and Cycle.
  4. Find open issues with no Project, no priority, no estimate, no Cycle where release-scoped, stale Blocked, stale Ready, or oversized scope.
  5. Sample enough issue descriptions and related SFEP/status/source context to explain recommendations with evidence.

When status names differ, use the names returned by Linear and map them to repo concepts: intake (Triage/To triage), scoped not pickable (Backlog), pickable (Ready), claimed (In Progress), waiting (Blocked), and terminal completed/canceled states.

Issue Construction Bar

Create or promote only leaf issues. Each proposed issue must include:

  • Initiative and Project, or a reason it is intentionally unprojected.
  • Health lens and priority rationale.
  • Goal in one or two sentences.
  • Semantic In/Out scope, not a brittle file checklist.
  • Acceptance criteria with observable behavior.
  • Verification commands or test expectations. Prefer make compile plus the narrowest relevant build/bin/sfn test <path> / -k / --tag command for a compiler leaf. Reserve make test, make check, and make check-strict for full-suite, release, determinism, self-host fixed-point, structural compiler, or high-risk regression gates.
  • Estimate on the Sailfin scale: 1 = XS, 2 = S, 3 = M.
  • Design/status/source evidence: SFEP/design note, docs/status.md row, failing test class, code location, release blocker, or prior issue/PR.
  • Blocker relations when work depends on another unresolved issue.

Anything larger than M becomes a Project or remains in triage for splitting. Do not file speculative "improve performance" issues without a measurement, benchmark target, regression signal, or concrete compiler/runtime bottleneck.

Queue Actions

Classify each issue into one action bucket:

  • create_project: a durable epic is missing under an Initiative.
  • create_leaf: a concrete leaf is missing and meets the construction bar.
  • attach_project: an existing issue clearly belongs to a Project.
  • fill_fields: priority, estimate, Cycle, or relation is missing.
  • promote_ready: issue meets the Ready bar and has no blockers.
  • move_backlog: scoped but not ready or not current-cycle work.
  • move_triage: ambiguous, oversized, missing evidence, or needs design.
  • keep_blocked: real unresolved blocker remains.
  • unblock_candidate: only completed hard blockers remain; no prose gate.
  • cycle_candidate: should be in an upcoming release Cycle.
  • cancel_candidate: obsolete, duplicate, or superseded; requires approval.

Project priority follows the highest-priority current gating leaf. Project status rolls up from leaves: started when any leaf is in progress, planned when ready leaves exist, backlog before grooming.

Release Cycle Planning

For a release:

  1. Resolve the target Linear Cycle and the GitHub Release: vX.Y.Z tracker if one exists.
  2. Pull candidates from Linear Projects, release labels, seed blockers, self-hosting status, CI/package gates, and explicit user direction.
  3. Propose in_cycle, roll_forward, and not_release_scope groups with rationale.
  4. After approval, assign accepted issues to the Cycle and normalize Project, priority, estimate, and blocker fields.
  5. If an issue is acting as a release tracker in Todo, propose converting it into a real leaf, linking it to the Cycle/tracker, or canceling it. Do not make the release a Project.

Proposal Format

Before writes, present:

Sailfin Planning Proposal

Objective:
- <production compiler/runtime outcome>

Inventory:
- Initiatives reviewed: <N>
- Projects reviewed: <N>
- Issues reviewed: <N>
- Cycle: <name or none>

Recommended actions:
| Action | Count | Examples | Evidence |
|---|---:|---|---|
| Create Project | N | <name> | Initiative gap / design record |
| Create Leaf | N | <title> | status/source/perf evidence |
| Attach Project | N | SFN-123 -> Project | goal matches epic |
| Fill Fields | N | SFN-456 priority High estimate 2 | health rationale |
| Move Status | N | SFN-789 Backlog -> Ready | passes Ready bar |
| Assign Cycle | N | SFN-111 -> vX.Y.Z | release gate |

Held back:
- SFN-222: missing evidence / oversized / unresolved design / prose blocker

Risks:
- <planning or technical uncertainty>

After approval, apply small logical batches and report each changed issue with old and new field values. If a write tool lacks a needed field, stop and report the gap instead of approximating with labels.

When not to use it

  • When the task is not related to Sailfin planning or queue maintenance
  • When the task is specifically docs/site sync and not planning direction
  • When the user wants to use `sailfin-pickup` before a leaf issue is ready to implement

Limitations

  • The skill does not invent planning direction from stale docs, vibes, or issue counts.
  • The skill prefers fewer, sharper issues over broad backlog expansion.
  • The skill never moves an issue to `Ready` unless it meets specific criteria.

How it compares

This skill focuses on maintaining a production-ready Sailfin compiler/runtime through structured Linear planning and queue management, prioritizing technical health over board tidiness, unlike generic project management.

Compared to similar skills

sfn-plan side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
sfn-plan (this skill)020dNo flagsAdvanced
create-plan367moReviewBeginner
project-planner329moReviewIntermediate
system-design198moNo flagsIntermediate

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