agentculture

Run a risk-scaled blind-spot discovery pass over a converged, exported frame BETWEEN /think and /spec-to-plan (the seventh origin skill, third leg in flow order): pressure-test the spec through structured lenses, route every finding back through the existing…

Stop an in-flight assign-to-workforce run the moment execution must diverge from the confirmed plan, get explicit human approval for the divergence, and record it as a first-class, append-only deviation record via `devague deviate` before resuming — never…

Explore the scope of a vague idea BEFORE framing it into a spec (the idea→scope leg; the optional opening move ahead of /think). Survey the surfaces the idea touches — code, docs, skills, CI, sibling repos — and seed the coming Announcement Frame with…

Close the loop after an assign-to-workforce run by turning what actually happened into an accountability artifact — planned versus actual delivery, mid-work decisions, plan drift, evidence-backed delivery claims, and remaining work. The plan the user…

Run pytest with parallel execution and coverage. Use when running tests, verifying changes, or the user says "run tests", "test", or "pytest".

Cross-repo + mesh communication: file tracked GitHub issues on sibling repos, comment on existing issues, fetch issues with body + comments to inline current state into briefs, and send live messages to Culture mesh channels. Use when the next step lives…

Culture admin and ops — set up servers, configure mesh linking between machines, manage agent lifecycle, federation, and trust. Use when asked about server setup, mesh configuration, linking machines, starting/stopping agents, or any Culture infrastructure…

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Comment on, create, and read Jira issues from the operator lane, using the Jira credential already granted to the sweep on thor (the credential never leaves that host — the script runs its API calls there over ssh). Verbs: `show <ISSUE>` reads summary, status…

Drive a running culture-nodes control plane: inspect runs/ledger/actors, author + validate + publish workflows, and assign real work to registered agent actors (codex-thor, codex-orin) through the normal engine dispatch path. Use when the user says "assign…

Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent. Human gates: the exported spec, the implementation split plan (task map + per-task…

Run a risk-scaled blind-spot discovery pass over a converged, exported frame BETWEEN `think` and `spec-to-plan` (the seventh origin skill, third leg in flow order): pressure-test the spec through structured lenses, route every finding back through the…

culture-nodes's CI/CD lane, layered on `devex pr`. Delegates lint / open / read / reply / delta to devex; adds two extensions — `status` (SonarCloud quality gate + hotspots + unresolved-thread tally) and `await` (read --wait + status with non-zero exit on…

Cross-repo + mesh communication from culture-nodes: file tracked GitHub issues on sibling repos, fetch issues from sibling repos to inline current state into briefs, and send live messages to Culture mesh channels. Use when the next step lives outside…

Stop an in-flight `assign-to-workforce` run the moment execution must diverge from the confirmed plan, get explicit human approval for the divergence, and record it as a first-class, append-only deviation record via `devague deviate` before resuming — never…

Explore the scope of a vague idea BEFORE framing it into a spec (the idea→scope leg; the optional opening move ahead of the `think` skill). Survey the surfaces the idea touches — code, docs, skills, CI, sibling repos — and seed the coming Announcement Frame…

Ask colleague — a *different* backend/model than you (e.g. a local vLLM Qwen) — to take a scoped repo task off your plate, then fold its answer back. The point isn't a stronger model; it's a second, independent mind, and that diversity is the value:…

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…

Show a Culture agent's full configuration in one read-only view: its system-prompt file (CLAUDE.md / AGENTS.md / GEMINI.md), the parallel culture.yaml, and the agent's local .claude/skills index. Use when an operator says "show agent <name>", "what does…

Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent. Human gates: the exported spec, the implementation split plan (task map + per-task…

reachy-mini-mcp's CI/CD lane, layered on `devex pr`. Delegates lint / open / read / reply / delta to devex; adds two extensions — `status` (SonarCloud quality gate + hotspots + unresolved-thread tally) and `await` (read --wait + status with non-zero exit on…

Cross-repo + mesh communication from reachy-mini-mcp: file tracked GitHub issues on sibling repos, fetch issues from sibling repos to inline current state into briefs, and send live messages to Culture mesh channels. Use when the next step lives outside…

Verify that committed docs (README.md, CLAUDE.md, SKILL.md descriptions) still describe what the code and tests actually do. Use at the end of a plan, before PR creation, or when the user says "check doc-test alignment", "verify docs", or "do the docs still…

Find a Reachy Mini Wireless on the local network without a human typing an IP: sweep the LAN, remember which unit is yours, and log into it over SSH. Wraps `reachy wireless` (`reachy/discover/`) — a stdlib-only HTTP probe plus a bounded, capped,…

Ask the repository's Colleague harness for an independent read-only explore or review, a previewed scoped write, or feedback on a finished work item. Use when the user asks to consult a colleague or when a fresh, independently verifiable perspective would…

Fan out a converged Devague plan's dependency waves to isolated workers with human approval of the implementation split and test-gated reconciliation. Use when the user asks to assign a plan to a workforce, fan out work, or run approved plan waves in parallel.

Pressure-test a converged, exported Devague spec for blind spots before planning. Use when the user asks to challenge a spec, find missing risks or unknowns, run a blind-spot pass, or proceed from think to spec-to-plan.

Coordinate with sibling repositories and Culture mesh agents through tracked GitHub handoffs, issue follow-ups, current issue reads, or ephemeral channel messages. Use when work or a question needs to cross the reachy-mini-cli repository boundary.

Stop and record an execution-time departure from a confirmed Devague plan before work continues. Use when reality no longer matches an approved task, dependency, acceptance criterion, or workforce split.

Explore what a feature idea touches before framing it into a spec. Use for scope exploration across code, tests, docs, CI, skills, deployment, hardware, and sibling systems, especially when the user asks to scope, map boundaries, or ground a Devague frame in…

Turn a converged Devague spec into a buildable, dependency-ordered plan with complete claim coverage and testable acceptance criteria. Use after think and challenge, or when the user asks to plan a spec or create an implementation plan.

Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent. Human gates: the exported spec, the implementation split plan (task map + per-task…

Run a risk-scaled blind-spot discovery pass over a converged, exported frame BETWEEN /think and /spec-to-plan (the seventh origin skill, third leg in flow order): pressure-test the spec through structured lenses, route every finding back through the existing…

Close the loop after an assign-to-workforce run by turning what actually happened into an accountability artifact — planned versus actual delivery, mid-work decisions, plan drift, evidence-backed delivery claims, and remaining work. The plan the user…

Explore the scope of a vague idea BEFORE framing it into a spec (the idea→scope leg; the optional opening move ahead of /think). Survey the surfaces the idea touches — code, docs, skills, CI, sibling repos — and seed the coming Announcement Frame with…

Turn a converged devague spec into a buildable plan by working forwards (the spec→plan leg; drives the `devague plan` CLI group). Seed a plan from a converged frame, add tasks that collectively cover every coverage target (the frame's confirmed claims +…

Think a vague feature idea into a buildable spec by working backwards (the idea→spec leg; drives the `devague` CLI). Start from the announcement ("pretend it shipped"), capture and classify claims, interrogate them with honesty conditions and hard questions,…

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…

Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent. Human gates: the exported spec, the implementation split plan (task map + per-task…

Run a risk-scaled blind-spot discovery pass over a converged, exported frame BETWEEN /think and /spec-to-plan (the seventh origin skill, third leg in flow order): pressure-test the spec through structured lenses, route every finding back through the existing…

Stop an in-flight assign-to-workforce run the moment execution must diverge from the confirmed plan, get explicit human approval for the divergence, and record it as a first-class, append-only deviation record via `devague deviate` before resuming — never…

Explore the scope of a vague idea BEFORE framing it into a spec (the idea→scope leg; the optional opening move ahead of /think). Survey the surfaces the idea touches — code, docs, skills, CI, sibling repos — and seed the coming Announcement Frame with…

Turn a converged devague spec into a buildable plan by working forwards (the spec→plan leg; drives the `devague plan` CLI group). Seed a plan from a converged frame, add tasks that collectively cover every coverage target (the frame's confirmed claims +…

Close the loop after an assign-to-workforce run by turning what actually happened into an accountability artifact — planned versus actual delivery, mid-work decisions, plan drift, evidence-backed delivery claims, and remaining work. The plan the user…

Think a vague feature idea into a buildable spec by working backwards (the idea→spec leg; drives the `devague` CLI). Start from the announcement ("pretend it shipped"), capture and classify claims, interrogate them with honesty conditions and hard questions,…

Stop an in-flight assign-to-workforce run the moment execution must diverge from the confirmed plan, get explicit human approval for the divergence, and record it as a first-class, append-only deviation record via `devague deviate` before resuming — never…

Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent. Human gates: the exported spec, the implementation split plan (task map + per-task…

Turn a converged devague spec into a buildable plan by working forwards (the spec→plan leg; drives the `devague plan` CLI group). Seed a plan from a converged frame, add tasks that collectively cover every coverage target (the frame's confirmed claims +…

Think a vague feature idea into a buildable spec by working backwards (the idea→spec leg; drives the `devague` CLI). Start from the announcement ("pretend it shipped"), capture and classify claims, interrogate them with honesty conditions and hard questions,…

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…

Graduate colleague from a task runner into a persistent Culture mesh peer — the born → trained → resident lifecycle transition. Mints + self-registers a stable mesh identity, selects channels, and (with --serve) connects to IRC and runs the resident until…

colleague's CI/CD lane, layered on `devex pr` (the same PR-lifecycle CLI as `agex`, invoked under the `devex` name). Delegates lint / open / read / reply / delta to devex; adds two extensions — `status` (SonarCloud quality gate + hotspots + unresolved-thread…

Cross-repo + mesh communication from colleague: file tracked GitHub issues on sibling repos, fetch issues from sibling repos to inline current state into briefs, and send live messages to Culture mesh channels. Use when the next step lives outside colleague…

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…

Show a Culture agent's full configuration in one read-only view: its system-prompt file (CLAUDE.md / AGENTS.md / GEMINI.md), the parallel culture.yaml, and the agent's local .claude/skills index. Use when an operator says "show agent <name>", "what does…

auntiepypi's CI/CD lane, layered on `agex pr`. Delegates lint / open / read / reply / delta to agex; adds two extensions — `status` (SonarCloud quality gate + hotspots + unresolved-thread tally) and `await` (read --wait + status with non-zero exit on Sonar…

Cross-repo + mesh communication from auntiepypi: file tracked GitHub issues on sibling repos, fetch issues from sibling repos to inline current state into briefs, and send live messages to Culture mesh channels. Use when the next step lives outside auntiepypi…

Verify that committed docs (README.md, CLAUDE.md, SKILL.md descriptions) still describe what the code and tests actually do. Use at the end of a plan, before PR creation, or when the user says "check doc-test alignment", "verify docs", or "do the docs still…

Switch a PyPI package install between the production index, TestPyPI pre-release builds, and a local editable checkout. Use when an agent maintains a package and needs to verify a TestPyPI dev build before promoting to production, or when the user says…

Run pytest with parallel execution and coverage. Use when running tests, verifying changes, or the user says "run tests", "test", or "pytest".

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…

Steward's CI/CD lane, layered on `agex pr`. Delegates lint / open / read / reply / delta to agex; adds two steward extensions — `status` (SonarCloud quality gate + hotspots + unresolved-thread tally) and `await` (read --wait + status with non-zero exit on…

Cross-repo + mesh communication from steward: file tracked GitHub issues on sibling repos, fetch issues from sibling repos to inline current state into briefs, and send live messages to Culture mesh channels. Use when the next step lives outside steward (a…

Verify that committed docs (README.md, CLAUDE.md, SKILL.md descriptions) still describe what the code and tests actually do. Use at the end of a plan, before PR creation, or when the user says "check doc-test alignment", "verify docs", or "do the docs still…

Run, assess, and switch the local vLLM model via the `lobes` CLI (lobes-cli). Use when changing the served model, starting/stopping the server, load-testing a candidate (e.g. an NVFP4 checkpoint), or producing the numbers for a per-model doc under docs/.

Run pytest with parallel execution and coverage. Use when running tests, verifying changes, or the user says "run tests", "test", or "pytest".

Query SonarCloud API for code quality data. Use when: checking quality gate status, fetching code issues or security hotspots, reviewing metrics (coverage, bugs, code smells), or the user says "sonar", "quality gate", "code quality", "sonarclaude".

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…

Write / edit / delete operations against CloudFlare state for the AgentCulture organization — create redirects, modify rules, delete resources. Use when: creating a CloudFlare redirect, adding a Single Redirect rule, editing / modifying CloudFlare state,…

Read-only visibility into CloudFlare state for the AgentCulture organization: zones, DNS records, Workers scripts and routes, Pages projects and deployments, plus a single-shot status digest. Use when: checking CloudFlare state, verifying DNS, inventorying…

PR-review lane for cultureflare, layered on `agex pr`. Delegates lint / open / read / reply / delta to the agex CLI; adds two steward extensions — `status` (SonarCloud quality gate + hotspots + unresolved-thread tally) and `await` (read --wait + status, with…

Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent. Human gates: the exported spec, the implementation split plan (task map + per-task…

Cross-repo + mesh communication from cultureflare: file tracked GitHub issues on sibling repos, comment on existing issues, fetch issues to inline current state into briefs, and send live messages to Culture mesh channels. Use when the next step lives outside…

Spawn a background subagent that waits for a GitHub PR's automated reviewers via `agex pr read --wait`, and notifies you ONLY when the reviewers have finished or the PR is merged/closed. Cheaper than self-paced ScheduleWakeup because the main session does NOT…

Launch and drive the real irc-lens web console to verify a change at its surface — build/launch/drive recipe for this repo (serve against a live AgentIRC, curl the routes, degrade-state probes). Use when verifying nontrivial changes end-to-end before…

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…

irc-lens CI/CD lane: open PR (auto-wait for Qodo/Copilot), push fixes (re-poll bots), triage feedback, reply, resolve. Adds a portability lint (no absolute /home paths, no per-user dotfile refs in committed docs), an alignment-delta check when CLAUDE.md or…

Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent. Human gates: the exported spec, the implementation split plan (task map + per-task…

Explore the scope of a vague idea BEFORE framing it into a spec (the idea→scope leg; the optional opening move ahead of /think). Survey the surfaces the idea touches — code, docs, skills, CI, sibling repos — and seed the coming Announcement Frame with…

Turn a converged devague spec into a buildable plan by working forwards (the spec→plan leg; drives the `devague plan` CLI group). Seed a plan from a converged frame, add tasks that collectively cover every coverage target (the frame's confirmed claims +…

Think a vague feature idea into a buildable spec by working backwards (the idea→spec leg; drives the `devague` CLI). Start from the announcement ("pretend it shipped"), capture and classify claims, interrogate them with honesty conditions and hard questions,…

Bootstrap a new aligned AgentCulture sibling end-to-end: GitHub repo create, local clone, afi-cli scaffold, and pypi/testpypi Trusted-Publishing Environments. Each gitculture step dry-runs first and waits for confirmation before applying. Use when starting a…

Verify that claims in CLAUDE.md (GitHub endpoints, required scopes, bootstrap step order) still match what the code in `gitculture/` actually does. Run before merging anything that touches CLAUDE.md or the `gitculture.cli._commands.repo` module — catches doc…

Approve many pull requests at once across a whole GitHub org (or one repo), selecting them by a title heading. Composes two gitculture verbs — `gitculture pr list` (read-only org-wide search) to discover the matches and `gitculture pr approve` (one approving…

Merge many pull requests at once across a whole GitHub org (or one repo), selecting them by a title heading. Composes two gitculture verbs — `gitculture pr list` (read-only org-wide search) to discover the matches and `gitculture pr merge` (one direct merge…

gitculture PR workflow: branch, commit, push, PR, wait for review (Qodo + Copilot), triage, fix, reply, resolve. Includes a portability lint (no absolute /home paths, no per-user dotfile refs in committed docs) and a dry-run-default reminder for any…

Bump the semver version in pyproject.toml (major, minor, or patch) and prepend a Keep-a-Changelog entry to CHANGELOG.md. Use when preparing a release, before creating a PR (the version-check CI job blocks merge if you don't), or when the user says "bump…

Search the shared eidetic memory store and get back ranked, provenanced records. Drives `eidetic recall` with four search modes — exact (verbatim substring), approximate (vector/semantic), keyword (BM25 lexical), and hybrid (a weighted blend of…

Ingest records into the shared eidetic memory store so they can be recalled later. Drives `eidetic remember`: accepts one record as a JSON object, or a batch as NDJSON on stdin for bulk ingest. Upsert is idempotent by id (and dedups by content hash) —…