Skip to content
draft Visibility internal Owner erik@uvilo.com Approver _ Created 2026-06-24 Updated 2026-06-24

LibreChat Removal Plan Eval 1

Evaluation of Plan 1 for Plan cycle 1.


Verdict

Approved

Checklist

#CriterionResultNotes
C1Self-containedEach task quotes the relevant Spec section and provides sufficient context for an implementing agent to proceed without consulting Vision, Research, or Spec. Task 1 quotes §7 and lists all 5 items to delete. Task 2 quotes §3. Task 3 quotes §2 and specifies each file plus topics to cover. Task 4 quotes §4, §5, §6 and lists per-skill changes. Task 5 quotes §8 and gives exact grep commands.
C2Procedural, not declarative🟡Tasks 1, 2, 4, and 5 are procedural with step-by-step instructions. Task 3’s subtasks are partially declarative — they describe the target state (“Rewrite it to describe deploying uvilo-mono…”) rather than procedural edit steps. For large rewrites like Forge_Setup.md (~35KB), the Plan should prescribe a procedure: e.g., “1. Read current file, 2. Identify all LibreChat-referencing sections, 3. Replace section X with content covering Y, 4. Delete section Z.” The current topic-list approach leaves the implementing agent to determine the edit strategy.
C3Single session🔴Plan 1 contains far too much work for one focused agent session. It requires: deleting 5 files/directories + sidebar updates (Task 1), archiving MongoDB + sidebar updates (Task 2), rewriting 6 knowledge files including a ~35KB document (Task 3 with 6 subtasks), updating 8 skills (Task 4 with 8 subtasks), and verification (Task 5). This is 3–4 sessions of work minimum. The Plan should be split into at least 2–3 Plans — e.g., Plan 1: Tasks 1–2 (deletions and archival), Plan 2: Task 3 (knowledge file rewrites), Plan 3: Tasks 4–5 (skill updates and verification).
C4Spec coverage🟡All Spec sections are addressed except §1 (Migration Success Criteria Verified). The Spec states this “does not require ongoing maintenance” and the Research document already verified V0–V5, so no action task is needed. However, the Plan should explicitly acknowledge §1 is satisfied by Research to close the loop. §2→Task 3, §3→Task 2, §4→Task 4, §5→Task 4 intro, §6→Task 4 intro, §7→Task 1, §8→Task 5.
C5No gaps or overlapsNo redundant work between tasks. Each task targets distinct files/directories. No missing work — all Spec sections have corresponding tasks (§1除外, noted above). Out-of-scope skills (Vercel_MCP, Linear_MCP, Suprsend_MCP) are correctly excluded per Spec §4.
C6OrderedTask sequence respects dependencies: deletions first (Task 1), then archival (Task 2), then knowledge updates (Task 3), then skill updates (Task 4), then verification (Task 5). No forward references. Task 5 correctly depends on all prior tasks being complete.
C7Task quality🟡Every task has a context quote block referencing the Spec section ✅. Tasks 1, 2, 4, 5 have actionable, specific steps ✅. Task 3’s subtasks have specific file targets and topic lists but lack procedural edit instructions — they describe what the output should look like rather than how to produce it step by step. For example, Subtask 3.2 says “Rewrite it to describe deploying uvilo-mono (bot-craft) on Railway” with a topic list, but doesn’t specify which sections to replace, which to delete, or the order of edits.
C8No checkboxesThe Plan uses numbered lists throughout. No checkboxes present.
C9Planning scope ruleThe Plan prescribes edits only to repo content within the project’s scope: obsolete files (delete), MongoDB skill (archive), knowledge files (rewrite), skill files (update), and sidebar config. No edits prescribed to other Plans, out-of-scope documents, or project meta-documents.
C10Testable outputEach task includes “build to verify, then commit and push” for incremental verification. Task 5 provides the definitive test: grep -ri "librechat" returns zero hits on published files. Since this is the only Plan, the “before later Plans” aspect is moot, but the output is fully testable.

Items

#TypeDescriptionStatusDisposition
E1DefectPlan 1 violates the single-session rule — it contains ~14 subtasks including rewriting a ~35KB document and updating 8 skills, far exceeding one agent session✅ ResolvedFix
E2GapTask 3 subtasks are declarative (describe target state) rather than procedural (step-by-step edit instructions)✅ ResolvedFix
E3GapSpec §1 not explicitly acknowledged as satisfied by Research✅ ResolvedFix

Resolution Log

#DispositionAction takenResolved
E1FixSplit Plan 1 into 3 Plans: Plan 1 (Tasks 1–2: deletions + archival), Plan 2 (Task 3: knowledge rewrites), Plan 3 (Tasks 4–5: skill updates + verification)
E2FixRewrote Task 3 subtasks with procedural edit steps in Plans 2 and 3
E3FixAdded note to Plan 1 acknowledging Spec §1 is satisfied by Research document

Notes

  • The Plan’s content coverage is strong — every Spec section has a corresponding task, and the context quote blocks effectively link Plan tasks to Spec requirements.
  • The ordering is logical and dependency-aware. Task 5 (verification) as the final task is the correct placement.
  • The credential model (§5) and container environment model (§6) are well-integrated into Task 4’s introduction, ensuring the implementing agent applies these constraints consistently across all skill updates.
  • The recommended split into multiple Plans would also improve testability (C10) — each Plan’s output could be verified independently before the next Plan begins.
  • If the Plan is split, the verification task (Task 5) should appear in the final Plan only, since it depends on all prior work being complete. Intermediate Plans should include their own build-verify steps but not the full grep verification.