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Preflight

  • 78 installs
  • 1 repo stars
  • Updated August 3, 2026
  • davidlee/doctrine

Runs bounded up-front research to understand a substantive task, surface unknowns and tensions, and assess readiness without drifting into implementation.

About

Performs calibrated preliminary research on a task to clarify scope, diagnose faults, and surface tensions while conserving context, after routing has chosen this path. A developer uses it when the next step is bounded research rather than open-ended exploration.

  • Calibrates research effort to a goldilocks zone
  • Follows /route; does not replace routing

Preflight by the numbers

  • 78 all-time installs (skills.sh)
  • Ranked #1,460 of 3,282 Productivity & Planning skills by installs in the Skillselion catalog
  • Data as of Aug 4, 2026 (Skillselion catalog sync)
npx skills add https://github.com/davidlee/doctrine --skill preflight

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Listed on Skillselion
Installs78
repo stars1
Last updatedAugust 3, 2026
Repositorydavidlee/doctrine

What it does

Runs bounded up-front research to understand a substantive task, surface unknowns and tensions, and assess readiness without drifting into implementation.

Files

SKILL.mdMarkdownGitHub ↗

Preflight

/route routes into /preflight; it does not replace /route. Use this only after routing has established that the immediate need is bounded up-front research. If you have not chosen the governing skill path yet, stop — use /route first.

You're about to begin work on something: $ARGUMENTS

First: you need to understand what it entails. Your immediate task is to correctly decide how much effort to spend on this preliminary research.

Too little is as bad as too much. You must estimate where the goldilocks zone is, and arrive with maximum tokens intact.

You may be expected to:

  • clarify a vague task
  • methodically diagnose a fault
  • write or critique a thorough and considered design doc which fits the

implementation surface

  • execute a thoroughly prepared plan with efficiency
  • preserve your own context by delegating to sub-agents

Do not use this skill to decide whether the task belongs to /slice, /design, /execute, or another governing skill. That decision must already be made.

If you can't tell whether /preflight is appropriate, you probably need /route, not this skill.

Learn just enough to ask the user the right clarifying questions. These might include: how deeply should you research? what remains ambiguous? which assumptions are safe enough to carry forward?

If you chase the questions which arise as you go, you'll disappear like a helium balloon into the open sky.

Instead:

1. Read the material in front of you 2. Take stock of relevant /retrieve-memory and /canon 3. Confirm your stopping conditions before you expand the search 4. Decide up front, out loud:

  • what, concretely, you need to know.
  • when, concretely, you will stop even if you don't have all the answers.

5. Remain curious and collect further questions, but don't run off after them. 6. Stop when you reach your stopping conditions. 7. Before declaring readiness, produce a critical assessment with these headings:

  • confirmed inputs
  • assumptions you would carry into the next step
  • unresolved questions, risks, or dependencies
  • tensions or ambiguities (including any apparent contradictions between artifacts, or design & implementation surface)

8. If the task is implementation-bound, do not conclude "ready to proceed", "no blockers", or equivalent unless you explicitly state one of:

  • no open questions remain after reading the governing artefacts
  • open questions remain, but they are consciously accepted as implementation assumptions

9. Treat scope-shaping uncertainty as important even when it is not a hard blocker. Call out things like interaction semantics, ownership of mappings/constants, phase-boundary ambiguity, widget/API choice, or design-vs-discretion gaps. 10. Present any significant discoveries, open questions, unresolved tradeoffs to the user. 11. Indicate the next governing step; suggest the next skill or workflow transition, or further investigation required.

Repeat this process to clarify further, if the user indicates to.

Guidance

Breadth first: start broad and high level, drill down as necessary.

Search order:

  • provided artifact(s)
  • related / linked files, documents, artifacts
  • related governance (ADRs, standards, policies) — see /canon
  • related tech specs under .doctrine/spec/tech/
  • /retrieve-memory
  • the backlog (backlog list / backlog show <ID>) — is this work already

captured, and which open items bear on it?

  • related artifacts (provisional: may be out of date)
  • code

Guardrails

  • Do not let /preflight steal the job of /route.
  • Do not treat bounded research as permission to start implementation.
  • Do not widen scope just because new curiosities appear.
  • Do not confuse "I can start coding" with "the materials are ready". Readiness

means you have surfaced the remaining unknowns and either resolved them or named them as conscious assumptions.

Do not begin implementation without acknowledgement from the user.

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