featurelist.json
SkillDev toolsEnumerate every end-to-end feature as strict JSON entries with passes:false, editable-passes-only discipline, and priority order. The ledger fresh-context sessions read to know what's done, what's next, and what they're forbidden to touch.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the featurelist.json skill
What this skill tells your AI
The instructions your AI receives, as published by archive228/loopkit in skills/feature-list-json/SKILL.md and read by ahel’s review.
The ledger of every feature the product will eventually have. Fresh-context sessions read it to pick work; they flip exactly one boolean when done. JSON, not Markdown — the syntactic strictness is load-bearing. Prose gets edited freely; data gets edited carefully.
Format per entry:
{
"category": "functional",
"description": "New chat button creates a fresh conversation",
"steps": [
"Navigate to main interface",
"Click the 'New Chat' button",
"Verify a new conversation is created",
"Check that chat area shows welcome state",
"Verify conversation appears in sidebar"
],
"passes": false
}
Categories: functional, ux, data, infra. Order the array in implementation order — the top is the next thing to build.
When to apply
- Initializer agent at scaffold time: produce the full list, every entry
passes: false. Aim for breadth — 200 well-scoped entries beats 30 vague ones. - Coding agent at end of session: after end-to-end verification, flip exactly one
passesfromfalsetotrue. - Any session at start:
jq '[.[] | select(.passes==false)] | length'to see remaining work; pick the topmost unblocked entry.
Procedure — initializer
- Enumerate every user-observable behavior the spec implies. Login, list rendering, empty states, error states, keyboard shortcuts, mobile layout — all of it.
- Write each as one entry.
descriptionis one sentence,stepsis a user's actual action sequence (not implementation notes). - Order the array so an agent walking top-to-bottom builds prerequisites before dependents.
- Every
passesstartsfalse. No exceptions, not even for the smoke test. - Validate:
jq '. | length'returns your count;jq '[.[] | select(.passes==true)] | length'returns 0.
Procedure — coding agent
- Read the file. Do not edit yet.
- Pick the topmost entry with
passes: falseand satisfied prerequisites. If the top is blocked, drop to the deepest unblocked entry. - Implement. Test. Verify end-to-end via the runtime path (browser automation, HTTP, CLI) — not unit tests alone. See [[broken-window-check]] for what E2E means.
- Only after E2E green: flip that single entry's
passestotrue. - Diff the file. The diff must be exactly one
false→true. Nothing else.
Anti-patterns
- Editing
description,steps, orcategory— it is unacceptable to remove or edit these fields because it lets missing functionality slip past future sessions. The ledger is append-only in every field exceptpasses. - Flipping
passes: trueon unit-test evidence — unit tests pass while routes are misrouted, CORS is broken, or the button is unwired. Only end-to-end evidence flips the bit. See [[verification-before-completion]]. - Flipping multiple entries in one session — the single-feature-per-session rule (see [[one-feature-per-session]]) exists because packed sessions ship everything half-done. One flip per session.
- Adding new entries mid-project without spec change — if scope grew, note it in [[shift-notes]] and flag for a re-scope, don't quietly extend the ledger.
- Deleting "obsolete" entries — if a feature is no longer needed, leave it and mark it
passes: truewith a note, or negotiate removal explicitly. Silent deletion breaks priority counting. - Markdown or YAML instead of JSON — measured in shift-work agent runs, JSON cuts spurious field edits ~7x vs. Markdown and premature-pass marking ~2x. The strictness does the work.
Audit check
At session end, before committing:
git diff feature_list.json | grep -E '^[-+]' | grep -v 'passes'
If this prints anything other than the file header, you edited a forbidden field. Revert those hunks. Only "passes": false ↔ "passes": true lines are allowed to change.
When NOT to apply
- Projects under ~20 features — the overhead of writing the list exceeds the benefit; a flat TODO in [[shift-notes]] is enough.
- Solo one-shot sessions with no handoff — the ledger's whole purpose is cross-session discipline.
Related
- [[shift-notes]] — the prose companion; feature_list.json holds state, shift-notes holds context.
- [[broken-window-check]] — what "end-to-end verified" means before you flip a bit.
- [[one-feature-per-session]] — the rule that limits you to one flip per session.
- [[verification-before-completion]] — the general form of "no bit-flip without runtime evidence".
Signals
- GitHub stars
- 754
- Forks
- 126
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
feature-list-json- Source
- github.com/archive228/loopkit