alexei-led/sequential-thinking

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Sequential Thinking

Replaces the sequential_thinking MCP server. Same intent — externalize a numbered chain of thoughts with revision and branch semantics — implemented as visible Markdown so any reasoning-capable model (Claude 4.x extended thinking, Gemini 3.x thinking, GPT-5.x reasoning) can follow it without an extra tool round-trip.

When to use

• The problem has 3+ interacting constraints or sub-decisions.
• An earlier conclusion may need revising as new evidence arrives.
• More than one viable approach is on the table and they should be compared, not silently chosen.
• The user explicitly asked for stepwise/structured reasoning.

If none of these hold, answer directly — protocol overhead on a simple question wastes tokens and looks performative.

Why a visible protocol (not just internal CoT)

Modern reasoning models already think internally. They don't need to be taught to reason; they need a shared on-the-page format so:

• the user can audit which step a wrong conclusion came from,
• revisions can point at the specific thought they replace,
• branches can be compared side by side instead of overwriting each other,
• a downstream agent or reviewer can parse the structure.

Do not try to suppress, expose, or paraphrase the model's hidden reasoning trace. Use this protocol in addition to it — write the durable, reviewable summary as Thought blocks; let the internal trace stay internal.

Protocol

Open with a one-line plan, then emit numbered Thought blocks. Use these exact markers so output is parseable:

**Plan:** N thoughts (estimate). Subject: <one-line problem statement>.

### Thought 1
<the step — observation, deduction, sub-decision, or question>

### Thought 2
<...>

### Thought 3 (revises 1)
<corrected version, with one sentence on why 1 was wrong>

### Branch A from 2
<alternative path>

### Thought 4 (Branch A)
<continuation of A>

### Thought 5 (main)
<continuation of the main line>

### Final
<the conclusion or recommendation. Names the winning branch if any.>

Block rules

• Numbering is monotonic. A revision gets a new number; it does not overwrite an old one. (revises N) declares which thought it supersedes.
• Branches are labelled Branch <letter> from <N>. Subsequent thoughts on that branch tag themselves (Branch <letter>). The default trunk needs no tag.
• Estimate, then adjust. The opening Plan: is an estimate, not a contract. If you need more thoughts, write ### Thought N (extending plan to M) and continue. Don't pretend you knew all along.
• One thought, one move. A thought makes one observation, one deduction, or asks one question. Walls of text under a single number defeat the point.
• Final is mandatory. Stop with ### Final. Without it, callers can't tell whether you finished or got cut off.

Grounding

When a thought references the codebase, cite path:line (or quote the relevant snippet). When a thought rests on an unverified assumption, prefix it ASSUMPTION: so revision can target it later. Do not invent file paths or function signatures to make a step sound concrete — an unsupported step is worse than no step.

Verification gate (before ### Final)

Run a brief checklist in the last numbered thought:

1. Does the conclusion follow from the evidence cited, or only from assumptions?
2. Is any thought contradicted by a later finding without a (revises N) marker fixing it?
3. Were the alternative branches actually compared, or just listed?
4. If the user asked for a recommendation, is one named — not hedged?

If any check fails, add one more Thought to address it before writing Final.

Example (compressed)

Plan: 4 thoughts. Subject: pick auth strategy for the new internal dashboard.

Thought 1

Existing services use OIDC via the company IdP (infra/auth/oidc.go:42). Reusing it avoids a new identity surface.

Thought 2

Dashboard needs short-lived tokens for embedded widgets. OIDC ID tokens are 1h; refresh is browser-side. ASSUMPTION: widgets stay in the same origin.

Branch A from 2

Service-to-service: signed JWT minted by the dashboard backend, 5min TTL. Avoids browser refresh edge cases for widgets.

Thought 3 (Branch A)

Backend already has the signing key from internal/jwt/signer.go:18. No new infra. Tradeoff: widgets can't run as the user, only as the dashboard.

Thought 4 (revises 2)

Re-checked: widgets DO call user-scoped APIs. Branch A breaks that.

Thought 5

Verification: conclusion (stay on OIDC) follows from Thought 4; Branch A explicitly rejected; recommendation named.

Final

Use OIDC end-to-end. Add a 5min cached token endpoint for widgets so each widget doesn't trigger its own refresh. Touch points: internal/auth/, web/widgets/token.ts.

Six blocks beats six paragraphs because every step has a number a reviewer can point at.

When to stop early

If a thought reveals the question was wrong (wrong scope, missing requirement, blocked by an unknown), write one more Thought summarising the blocker, then ### Final stating "blocked: <reason>, need <thing>". Don't keep generating thoughts to look thorough — half-finished structured reasoning is fine; pretending to finish is not.

Anti-patterns

• Numbering stream-of-consciousness sentences as "thoughts" to hit a count.
• Writing ### Final and then continuing with more thoughts. Final is terminal.
• Using (revises N) to extend a thought instead of correct it. New direction = new thought, not a revision.
• Branches that never resolve. Every branch must either be picked, rejected (with one-line reason), or explicitly deferred in Final.