Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/alexei-led/cc-thingz/sequential-thinkingnpx skills add alexei-led/cc-thingz --skill sequential-thinkinggit clone --depth 1 https://github.com/alexei-led/cc-thingzWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/alexei-led/cc-thingz/sequential-thinking)<a href="https://agentmods.dev/skills/alexei-led/cc-thingz/sequential-thinking"><img src="https://agentmods.dev/badge/skills/alexei-led/cc-thingz/sequential-thinking.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00123 | $0.01450 |
| Opus 5 | $0.00062 | $0.00725 |
| Sonnet 5 | $0.00025 | $0.00290 |
| Haiku 4.5 | $0.00012 | $0.00145 |
Grade A, and why
sequential-thinking scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 138 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Sequential Thinking
Same intent as MCP-based sequential-thinking tools — externalize a numbered chain of thoughts with revision and branch semantics — implemented as visible Markdown so reasoning-capable models 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 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: 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: the opening
Plan:is an estimate, not a contract. If more thoughts are needed, 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: mandatory. Stop with
### Final. Without it, callers can't tell whether you finished or got cut off.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 138 lines · 123 tokens per session scan A bb2f3b9b643e
sequential-thinking is a skill published in the GitHub repository alexei-led/cc-thingz (35 stars, last pushed 1mo ago), licensed MIT. It adds 123 tokens to every session and 1,450 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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