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/jongwony/epistemic-protocols/review-loopnpx skills add jongwony/epistemic-protocols --skill review-loopgit clone --depth 1 https://github.com/jongwony/epistemic-protocolsWrote 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/jongwony/epistemic-protocols/review-loop)<a href="https://agentmods.dev/skills/jongwony/epistemic-protocols/review-loop"><img src="https://agentmods.dev/badge/skills/jongwony/epistemic-protocols/review-loop.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 5.1 | $0.00044 | $0.23593 |
| Opus 5 | $0.00022 | $0.11797 |
| Sonnet 5 | $0.00009 | $0.04719 |
| Haiku 4.5 | $0.00004 | $0.02359 |
Grade A, and why
review-loop 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 5d 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 — 557 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Review Loop
A source-agnostic, convergence-paced review-resolve loop for code/PR diffs: it drives a pluggable review source until every finding has reached a disposition — closed by a landed repair, a handover to a successor, or a drop on its cited basis, or left open as declared residual — auto-applying mechanical fixes, gating the judgment calls, and unfolding a conflict between governing surfaces instead of settling it.
What the artifact converges on is the project's own stated goal — a mission statement, a Northstar, a stated-purpose section, whatever the project calls the thing it says it is for — together with the conventions beneath it, in whatever order of authority the project declares among them. The loop supplies neither the goal nor the order: it reads both from the project it is run in and says so when a project declares neither. That is what keeps this skill portable — the criterion is always the same question (is this artifact converging on what this project says it is for?) and always answered from that project's own surfaces, never from a standard the skill brought with it.
Caller Signature
/review-loop [source?] [scope?] [landing?]
source : { codex | code-review } -- optional; review source behind the (diff, design-intent) → { findings[], verdict } interface
-- absent → Phase 0 asks which source to use (no default; one invokable source relays, zero stops)
scope : PR number | (implicit) -- optional; PR number, or implicit current-PR / working-tree detection
landing : { head | stacked } -- optional; PR scope only — where this invocation's repairs land
-- absent → Phase 0 asks; a working-tree scope has nowhere to stack, so it never asks
The review source is pluggable: any source satisfying the (diff, design-intent) → { findings[], verdict } interface can drive the loop. codex and code-review are the two sources documented in the Source Interface section; both are runtime-selected, not fixed at definition time. When source is omitted, Phase 0 asks which source to use (no preselected default; with exactly one invokable source it relays the designation, with none it stops). When scope is omitted, Phase 0 detects it (current-branch PR or working tree). When landing is omitted on a PR scope, Phase 0 asks that too. All three read the invocation as it arrived rather than only a parsed flag: a designation carried in the request's own words is the ordinary form, and a slot that only matches its own spelling leaves the loop asking a question the user has already answered. How far back each one reads is not shared, and the difference is grounded rather than incidental — each ground stated where that designation is settled, not here. scope is detected rather than asked, so it has no gate to relay past. source reads this invocation only, on the ground its own paragraph gives for waiting: the choice sets every round's cost and coverage. landing reads further, to a practice the user stated earlier and has not withdrawn, and the paragraph that widens it carries what closes that axis — that the answer exists, not the sentence it arrived in.
What ships with it
3 files 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.
- 5d ago First seen · 557 lines · 44 tokens per session scan A 7379c642f666
review-loop is a skill published in the GitHub repository jongwony/epistemic-protocols (160 stars, last pushed today), licensed MIT. It adds 44 tokens to every session and 23,593 once invoked, about $0.0002 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.
Other skills, from other repositories
taiyi-ui-design
TaiyiForge 第 4 阶段 — UI/UX 契约,产出 UI-DESIGN.md。四端通用。.
flow-next-resolve-pr
Resolve PR review feedback. Fetches unresolved threads, triages, fixes, replies and resolves via GraphQL. Use when asked to address review comments.
flow-next-tracker-sync
Project a flow-next spec to a tracker issue (Linear, GitHub, GitLab, Jira) and reconcile two-way. Use when asked to sync to a tracker. NOT plan-sync.
taiyi-evolve
TaiyiForge 辅助 — 实现后架构与文档同步(architecture-sync)。OpenCode / Claude / Codex / Cursor 通用。.
taiyi-diagram-c4
TaiyiForge 辅助 — 从代码反推 C4 架构文档(Observed/Inferred 分层 · Mermaid 真源)。OpenCode / Claude / Codex / Cursor 通用。.
flow-next-prime
Assess codebase agent and production readiness. Classifies the project, verifies commands run, leads with a verdict and ranked next actions.