OmniRoute Routing CLI
diegosouzapw/OmniRoute
Creates, switches, and inspects OmniRoute model-routing combos, plus a suggestion command with cost and latency constraints.
Route the accumulated session context to the loaded core protocol whose deficit it shows — /route.
$ npx skills add jongwony/epistemic-protocols --skill route -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jongwony/epistemic-protocols route --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jongwony/epistemic-protocols.git skills-src && mkdir -p .claude/skills && cp -r skills-src/route/skills/route .claude/skills/route && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "route" agent skill from https://github.com/jongwony/epistemic-protocols/tree/main/route/skills/route into .claude/skills/route/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "route", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jongwony/epistemic-protocols/tree/main/route/skills/routeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jongwony/epistemic-protocols --skill route -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jongwony/epistemic-protocols route --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jongwony/epistemic-protocols.git skills-src && mkdir -p .agents/skills && cp -r skills-src/route/skills/route .agents/skills/route && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "route" agent skill from https://github.com/jongwony/epistemic-protocols/tree/main/route/skills/route into .agents/skills/route/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "route", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jongwony/epistemic-protocols --skill route -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jongwony/epistemic-protocols route --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jongwony/epistemic-protocols.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/route/skills/route .cursor/skills/route && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "route" agent skill from https://github.com/jongwony/epistemic-protocols/tree/main/route/skills/route into .cursor/skills/route/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "route", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jongwony/epistemic-protocols.git --path route/skills/route--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jongwony/epistemic-protocols --skill route -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jongwony/epistemic-protocols route --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jongwony/epistemic-protocols.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/route/skills/route .gemini/skills/route && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "route" agent skill from https://github.com/jongwony/epistemic-protocols/tree/main/route/skills/route into .gemini/skills/route/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "route", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jongwony/epistemic-protocols routeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jongwony/epistemic-protocols --skill route -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jongwony/epistemic-protocols.git skills-src && mkdir -p .github/skills && cp -r skills-src/route/skills/route .github/skills/route && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "route" agent skill from https://github.com/jongwony/epistemic-protocols/tree/main/route/skills/route into .github/skills/route/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "route", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jongwony/epistemic-protocols --skill route -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jongwony/epistemic-protocols route --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jongwony/epistemic-protocols.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/route/skills/route .opencode/skills/route && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "route" agent skill from https://github.com/jongwony/epistemic-protocols/tree/main/route/skills/route into .opencode/skills/route/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "route", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
routeRoute the accumulated session context to the loaded core protocol whose deficit it shows — /route.
Route is an agent skill from jongwony/epistemic-protocols. Route the accumulated session context to the loaded core protocol whose deficit it shows — /route. Invokes the dominant match, nudges when several fit, silent when none, monitors while a gate holds.
Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
The repository describes itself as: Epistemic protocols for Claude Code — structure human-AI interaction quality at every decision point - https://epistemic-protocols.com. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 69bb95b. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Route loads about 3.4k tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 1,475 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from jongwony/epistemic-protocols at commit 69bb95b, republished under its MIT licence (© jongwony). 1,475 words, ~3,444 tokens.
.claude/skills/route/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Route the accumulated session context to the core epistemic protocol whose deficit it shows, and invoke that protocol. Type: (DeficitUnrouted, AI, ROUTE, AccumulatedContext) → ProtocolInvocation.
↗ /command — reason, and stop.↗ /command — reason line as a finding, invoke nothing, and let the turn go back to that gate. Detecting a deficit and switching to it are separate flows: the finding is a line in the transcript, which the user reads where that gate next stops for them, and whether to switch is theirs to answer there — as a free response, which the protocol handles the way its contract handles any free response at that stop. That protocol's contract ends at its own boundary; the finding lives in the transcript, outside it, and adds no path to the contract. More than one gate holding — reachable only through the user's own invocation, since Route invokes nothing while one holds → silence: each protocol's own gate governs, and Route arbitrates nothing between them. Whether a gate holds is read from what its contract says of the checkpoint it presented, never from a session store; a protocol's prose in context holds nothing, and neither does an invocation whose checkpoint the contract has since closed.── FLOW ──
Route(C) → Candidates(listing) → P → Resolve(P) → D → Match(C, D) → M →
holding(C) = ∅ ∧ single(M): call(skill_invocation, id(protocol(M)), deficit_statement(C)) → stop
holding(C) = ∅ ∧ |M| ≥ 1 ∧ ¬single(M): emit(↗ /command — reason) → stop -- one line per protocol that fits
holding(C) = ∅ ∧ |M| = 0: silence → stop -- reached by no match and by dom(D) = ∅ alike
holding(C) = {A} ∧ single(M) ∧ protocol(M) ≠ A: finding(↗ /command — reason) → continue -- monitor mode: a line in the transcript; no invoke, no stop
holding(C) = {A} ∧ single(M) ∧ protocol(M) = A: silence → continue -- monitor mode: A is already the match
holding(C) = {A} ∧ ¬single(M): silence → continue -- monitor mode: nothing dominates
|holding(C)| ≥ 2: silence → continue -- each gate governs; Route arbitrates nothing between them
-- Route is invoked at a recognition point: the prompt, or a moment during the turn where preparing a response or action shows a deficit; holding(C) is read after each protocol whose checkpoint stood at the last prompt has read that prompt by its own contract, and a checkpoint presented since then holds until its contract takes an answer at it; C is the context that reading leaves, as it stands at the recognition point
-- exactly one branch fires; a stop ends Route's turn — its invocation to its outcome — at the recognition point: what was done before it stands, work that turns on the deficit waits for the invoked protocol or for the turn after the nudge lines, and resumes on silence; a continue leaves the holding gates to govern under their own contracts, Route choosing no precedence and advancing no judgment
-- work on C itself is never a branch
── TYPES ──
C = AccumulatedContext -- the session at the recognition point Route is invoked at — the prompt, or a moment during the turn where preparing a response or action shows a deficit — including evidence recognized during the current turn; any protocol whose checkpoint stood at the last prompt has first read that prompt by its own contract
P = Set(ProtocolId) -- loaded core protocol identifiers, read off the harness listing; candidacy and nothing more
D = Map(ProtocolId, Deficit) -- each candidate's deficit, read off that protocol's own declared description
Resolve = P → D -- identity where the listing already carries the descriptions; otherwise it requires the
-- capability to read a loaded skill's own declared description
-- p ∉ dom(D) exactly where that description could not be resolved, so p never reaches Match
M = Set(Protocol) -- candidates in dom(D) whose resolved deficit the context shows; M ⊆ dom(D) ⊆ P
deficit_statement(C) = one sentence naming the deficit the context shows, handed to the invoked protocol
holding(C) = Set(Protocol) -- the protocols whose presented checkpoint still holds the user's judgment, each by its own contract's reading of what the user has said since it was presented: a checkpoint the contract has taken an answer at, closed, or entrusted to the session under a continuation it holds is not in the set; one presented during the current turn, with no prompt since, has had nothing to read and is in the set until its contract takes an answer at it; read off C, never off a session store; a protocol's prose in context puts nothing in it
single(M) = dominant, if |M| = 1 -- dominant is evaluated only for a singleton
= false, otherwise -- protocol(M) names the one member, and is projected only under single(M)
Finding = ↗ /command — reason -- one line in the transcript while one gate holds; the user reads it where that gate next stops for them and answers it, if at all, to that protocol
residual(A) ⊆ C -- what a protocol recorded as unresolved, in its own terms, when it converged or deactivated; accumulated context like any other, so Match reads it at the next prompt
ProtocolInvocation = Invoke(protocol, deficit_statement) | Nudge(List(protocol)) | Silence | Finding
deficit: DeficitUnrouted -- the context shows a deficit no protocol has yet been called for
preserves: C -- context is read, never rewritten
invariant: Routing over Doing; composition is Route's — each protocol ends at its own boundary© jongwony, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in route/skills/route of jongwony/epistemic-protocols.
Open the folder on GitHubat commit 69bb95b
Route next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Route this skilljongwony/epistemic-protocols | 173 | — | ~3.4k | Automated safety check: Pass | MIT | |
| OmniRoute Routing CLIdiegosouzapw/OmniRoute | 74k | — | ~342 | Automated safety check: Pass | MIT | |
| OmniRoute Combo Routingdiegosouzapw/OmniRoute | 74k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Intelligence Routeruvnet/ruflo | 74k | — | ~874 | Automated safety check: Notes | MIT | |
| Loading Indicatorsthedaviddias/Front-End-Checklist | 74k | — | ~434 | Automated safety check: Pass | MIT | |
| Font Loadingthedaviddias/Front-End-Checklist | 74k | — | ~400 | Automated safety check: Pass | MIT |
diegosouzapw/OmniRoute
Creates, switches, and inspects OmniRoute model-routing combos, plus a suggestion command with cost and latency constraints.
diegosouzapw/OmniRoute
Manages OmniRoute routing combos through its REST API: create and update combos, choose from 19 strategies, set fallback chains, test outcomes and read metrics.
ruvnet/ruflo
Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooksexplain
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing slow page loads, heavy assets, or rendering delays related to Show loading indicators.
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing slow page loads, heavy assets, or rendering delays related to Optimize web font loading.
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing slow page loads, heavy assets, or rendering delays related to Implement lazy loading for offscreen content.
jongwony/epistemic-protocols
This skill should be used when the user asks to "run the outcome eval", "paired bare vs protocol", "which decisions did the protocol surface", "count what the AI asked or presented", "does /inquire…
jongwony/epistemic-protocols
This skill should be used when the user asks to "run the eval", "test whether the protocol actually works at runtime", "check type realization", "measure protocol fulfillment", "run the…
jongwony/epistemic-protocols
This skill should be used when the user asks to "verify protocols", "check consistency before commit", "validate definitions", "run pre-commit checks", "verify soundness", or wants to ensure…
jongwony/epistemic-protocols
This skill should be used when the user asks to "audit plugin encapsulation", "check self-containment semantics", "find contributor-knowledge assumptions", or invokes /encapsulation.
jongwony/epistemic-protocols
This skill should be used when the user asks to "formal review", "formal lens review", or invokes /formal-review.
jongwony/epistemic-protocols
The user vaguely recalls something discussed before but cannot name it — one session, or a line of work, topic, or settled concept across several: find it in past records to recognize.
Route the accumulated session context to the loaded core protocol whose deficit it shows — /route. Route is an agent skill from jongwony/epistemic-protocols. Route the accumulated session context to the loaded core protocol whose deficit it shows — /route.
Run `npx skills add jongwony/epistemic-protocols --skill route -a claude-code`. Or copy the skill folder (route/skills/route in jongwony/epistemic-protocols) into .claude/skills/route in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jongwony/epistemic-protocols --skill route -a codex`. Or copy the skill folder (route/skills/route in jongwony/epistemic-protocols) into .agents/skills/route in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jongwony/epistemic-protocols --skill route -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/route, .gemini/skills/route, .github/skills/route and .opencode/skills/route in your project.
SKILL.md names no scripts, command-line tools or credentials: Route is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Route is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.4k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Route: OmniRoute Routing CLI (diegosouzapw/OmniRoute, 74k stars), OmniRoute Combo Routing (diegosouzapw/OmniRoute, 74k stars), Intelligence Route (ruvnet/ruflo, 74k stars) and Loading Indicators (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jongwony (a GitHub user) maintains it in jongwony/epistemic-protocols, which has 173 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 6, 2026.
Source: jongwony/epistemic-protocols on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.