| name | validate-fableplan-loop |
| description | Use when the user asks to validate a GitHub issue (without Fable), conditionally plan it with fableplan, then autonomously drive it to a reviewed PR in one shot — "validate-fableplan-loop", "validate, plan, and work on |
validate-fableplan-loop
Chain validate-issue → (conditional) update issue → (conditional) fableplan → work-on-issue-loop into one autonomous run: your session model validates the issue against the code, the main agent fixes the issue description if needed, Fable 5 plans the implementation for non-trivial issues (plan posted to the issue), and work-on-issue-loop implements the plan and drives the PR through review to convergence.
This is validate-issue-loop with a Fable 5 planning phase inserted before implementation — identical to fable-validate-loop except validation runs through the plain validate-issue (your session model) instead of a Fable 5 subagent. Only the planning is delegated to Fable 5, and only when the issue is complex enough to warrant it. Reach for this over fable-validate-loop when you want cheaper, session-model validation but still want a Fable-vetted plan for the harder issues.
Do not skip or reorder the chain. Validation gates planning (a plan built on refuted claims is wrong), and the plan gates implementation (that's the point of routing through fableplan). The only sanctioned skip is the step-4 Capability gate (Capability < 2 / score < 50 bypasses fableplan). Every other step of each skill still runs; only the "wait for the user's reply" moments are replaced by the decision rules below.
Input
Same defaults as validate-issue: issue URL, #<N> / <N> / owner/repo#N, or nothing (defaults to the latest open issue in the current repo).
Steps
1. Run validate-issue
Invoke the validate-issue skill for the target issue (Skill tool, skill: validate-issue). Let it run its full process — steps 0 through 7 — and produce its verdict block:
**#<N>: Update issue description? <Yes|No>** · Complexity: <score>/100 — Capability <k> (<driver>); Volume <v> · fableplan: <yes|no> · Scope: <OK | too large — split/umbrella/narrow>
Treat the verdict block as structured output to parse yourself, not the interactive → Reply "work on issue" prompt to wait on. Don't ask the user to confirm; decide from the table in step 2. Record the resolved issue number — every later step targets exactly this issue.
2. Scope gate — stop if the issue is unsafe to auto-implement
Check the verdict's Scope field, Architecture section, and Concerns (for an already-addressing PR from validate-issue's step 1 linked-PR check) before doing anything else:
| Condition | Action |
|---|
Scope: too large (validate-issue step 6.5 flagged split / umbrella / narrow) | STOP. Report the disposition and proposed parts; do not proceed to planning or work-on-issue-loop. Implementing a multi-part issue as one PR reproduces the scope problem in the diff — that needs a human call on how to split it. |
| Architecture marked ❌ Infeasible | STOP. Report the infeasibility and the "Optimal direction" note; planning and implementing a design the validation itself rejected would ship the wrong fix. |
| A merged PR already implements the fix (verdict recommends closing/repurposing the issue) | STOP. Report the PR and the close/repurpose recommendation — there's nothing left to implement. |
| An open PR is already addressing the issue (named under Concerns) | STOP. Report the overlapping PR; whether to supersede, join, or wait on in-flight work is a human call — auto-implementing duplicates it. |
Otherwise (Scope: OK; architecture ✅/⚠️ or not applicable; no PR already addressing it), continue.
3. Apply the update-issue edits, if called for
If the verdict says Update issue description? Yes, apply validate-issue's step 8 now — the suggested title/body edits plus the stacked Updated with LLM: … attribution line (harness suffix validate-fableplan-loop) — from the current checkout (no worktree for issue edits, per validate-issue step 0).
If No, skip straight to step 4.
Order matters: the edits land before fableplan runs, so the Fable 5 planner fetches and plans against the corrected issue, not the flawed original.
4. Run fableplan — planning phase only (skip when Capability < 2)
Capability gate: if the verdict's validated complexity score is below 50 (Capability < 2 under the validate-issue band encoding), skip fableplan and go straight to step 5 — work-on-issue-loop plans adequately for low-capability-band changes on its own. Safety carve-out (overrides the gate): if the validation flags money, data integrity, security, or an auto-protective mechanism anywhere in its findings, run fableplan regardless of score.
Capability-3 note: this gate intentionally runs fableplan for band-3 issues (score ≥ 75) even though their verdict line reads fableplan: no. That signal's no assumes a Fable 5 build (the band table's routing); this loop implements via work-on-issue-loop on the session model, so the posted Fable plan is the only guaranteed Fable 5 involvement for a band-3 issue here — skipping it would drop Fable from the hardest issues entirely.
Otherwise, invoke the fableplan skill for the same issue number (Skill tool, skill: fableplan), and scope it to its planning phase — steps 1 through 5 only: fetch the issue, dispatch the Fable 5 Plan subagent, sanity-check the plan against the code, post the vetted plan as an issue comment, and relay it. Do NOT execute fableplan's steps 7–8 (worktree + build) — implementation belongs to work-on-issue-loop in step 5, which owns the implement → PR → review chain; building here would duplicate it outside that chain.
Give the planning subagent the validation findings (the verdict block and validate-issue's report) alongside the issue — the plan must respect what validation established (verified/refuted claims, the Optimal-direction note when architecture was ⚠️, and any concerns it raised).
Keep the vetted plan's scratchpad file — step 5 passes it through. If fableplan fails after its internal retry, stop and report; don't fall back to planning yourself or implementing unplanned.
5. Hand off to work-on-issue-loop
Invoke the work-on-issue-loop skill for the same issue number (Skill tool, skill: work-on-issue-loop). Pass the issue number through explicitly — don't let it re-resolve "latest issue" — and instruct it that the implementation must follow the Fable 5 plan: point it at the plan's scratchpad file and the posted issue comment (## Implementation plan (Fable 5)), and tell it deviations from the plan are allowed only when the code contradicts the plan, and must be named in the PR body. (If step 4 was skipped by the Capability gate, there is no plan — hand off the issue alone and note the skip.)
It runs its full loop: work-on-issue implements in a worktree and opens the PR, the loop triggers @claude review, and fix-pr-review cycles until convergence.
6. Report
Relay work-on-issue-loop's final summary (PR URL, review cycles, final verdict), prefixed with one line covering the head of the chain: scope gate passed, issue updated or not, plan posted (comment URL) or skipped by the Capability gate.
Cap the whole report at 55 words, ELI18 — plain language, no jargon, as if explaining the outcome to a smart 18-year-old with no context on this codebase.
Red Flags — STOP
| Situation | Action |
|---|
| Tempted to skip validation or planning and jump to implementation | Never reorder — validate-then-plan-then-build is the point of this skill; the only sanctioned skip is the step-4 Capability gate (score < 50 / Capability < 2, no safety flags) |
Scope: too large, Architecture ❌ Infeasible, or a PR already addressing the issue | Stop and report per step 2 — the cases the loop can't safely auto-resolve |
| Tempted to wait for a literal user reply to validate-issue's or fableplan's prompt | Parse the output yourself and proceed per the step rules |
| Verdict says Update issue description? Yes | Apply the edits before fableplan runs, so the plan targets the corrected issue |
| fableplan about to enter its build steps (7–8) | Don't — stop it at step 5; work-on-issue-loop owns implementation |
| fableplan's sanity-check finds the plan structurally wrong | Stop and report — don't hand a broken plan to work-on-issue-loop, and don't silently re-plan |
| Issue scored below 50 (Capability < 2) with no safety flags | Skip fableplan and hand the issue straight to work-on-issue-loop — note the skip in the report |
