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A governed, portable engineering platform for coding agents: the governance layer (agentic-os), the SDLC pipeline that r
Turn your repo into a governed multi-agent setup in one interview — scoped agent contracts, enforcement hooks (not just prompts), and optional SDLC orchestration. Works in Claude Code and Cursor; the SDLC pipeline (agentic-sdlc) also runs in Codex.
You install two plugins into your AI coding editor (Claude Code or Cursor). The first, agentic-os, sets up guardrails for AI agents in your project: what files they may touch, when they must stop and ask a human, and how their work gets independently reviewed before anything is committed. The second, agentic-sdlc, runs a software-delivery pipeline on top of those guardrails: it takes an idea or a ticket and carries it through requirements, a spec, a plan, tested code, and a review-ready pull request. You don't need to be a programmer to benefit — there are role setups for developers, QA, architects, DevOps, business analysts, and project/portfolio managers, and the non-coding roles work entirely through plain chat phrases. Unfamiliar terms (HITL, gate, preset…) are one-liners in the Glossary.
New to this repo? You do not need to read everything below. Pick a path:
| Your goal | Install from marketplace | First command in your project |
|---|---|---|
| Governed agents in my repo — scoped writes, blind pre-commit review, role presets, stack agents | agentic-os + agentic-sdlc + superpowers (≥ 6.1.0 — enforced by /agentic-init; see plugins/agentic-os/manifest/dependencies.json) | /agentic-init --defaults → /agentic-doctor |
SDLC pipeline on top — spec → plan → TDD → QA (/sdlc-start, /sdlc-autonomous, …) | Same three plugins (pipeline skills ship in agentic-sdlc) | After init: /sdlc-start <task> or run sdlc-doctor |
| QE AI blueprints — scaffold a QE agent framework from a catalog, or set up evals for skills/agents | agentic-qe (standalone — no /agentic-init needed) | Ask e.g. "scaffold the bug-reporting blueprint for Claude Code" or "set up evals for my skills" |
Five-minute flow (any editor):
/agentic-init --defaults (or /agentic-init for the full interview)./agentic-doctor — expect passed: true in .agentic/agentic-os/doctor.json.git status — review scaffolded files; nothing is committed for you.passed: true in
.agentic/agentic-sdlc/doctor.json.Safe first try: use the throwaway repo walkthrough before touching a real project.
Complete this before /agentic-init in the repo you want to equip:
| # | Requirement | How to check |
|---|---|---|
| 1 | Claude Code or Cursor | Editor running with plugin support |
| 2 | python3 on PATH | python3 --version — enforcement hooks are Python |
| 3 | git | Target directory is a git repo (git status) |
| 4 | node on PATH | node --version — checked by sdlc-doctor when using agentic-sdlc |
| 5 | superpowers plugin ≥ 6.1.0 | Install superpowers |
| 6 | agentic-os custom marketplace added | Install for your editor |
| 7 | agentic-os + agentic-sdlc plugins installed | Both cards/skills visible after reload |
| 8 | gh (optional) | Only for GitHub ticket/MR adapters |
After equip — which doctor?
| Check | When | Output |
|---|---|---|
/agentic-doctor | After /agentic-init or /agentic-upgrade | .agentic/agentic-os/doctor.json — manifest, hooks, dependencies, scorecard |
| sdlc-doctor skill | Before /sdlc-start or other SDLC skills | .agentic/agentic-sdlc/doctor.json — superpowers, node, git |
Cursor users: this plugin is not in Browse Marketplace → All (curated public plugins only). You add a custom marketplace and install from the User tab — see Cursor install.
Left alone, multi-agent coding fails in a few specific, recurring ways: an
agent's write scope silently creeps into files it wasn't asked to touch; an
agent reviewing its own work rationalizes away the gaps it should have
caught; "autonomous mode" is a blunt on/off switch instead of a resolution
strategy sized to each decision's actual risk; and stack facts get re-guessed
from scratch every session, with nothing stopping a Postgres-flavored rule
from leaking into a MongoDB agent's contract. agentic-os closes each of
those with a mechanism that's enforced, not just requested in a prompt — see
docs/PRINCIPLES.md for what each one does and why a
plain agent session doesn't already have it.
agentic-os packages that governance layer as an installable system. One
command interviews you (role, autonomy level, stack) and scaffolds a coherent
system into your project: canonical agent contracts, enforcement hooks (blind
pre-commit review, write-scope guard, instruction-quality spawn gate), a
human-in-the-loop escalation ladder, and — where it fits your stack — generated
stack-specific agents. It is stack-universal: six curated profiles
(Next.js, Django, Spring, Rails, Go, Playwright) are recognized instantly,
and anything else — a NestJS backend, a schemaless Mongo service, or no code
stack at all — gets real, evidence-grounded persistence and API agents via
live repo discovery instead of a degraded stub (proven live against both a
migration-managed and a schemaless non-curated backend — see
tests/universal/README.md). Frontend/UI generation on a non-curated stack
uses the same discovery mechanism but is earlier in its own verification
cycle. It is also role-agnostic
(developer, QA, BA/PO, architect, delivery).
Today it's delivered as a Claude Code and Cursor plugin (the agentic-sdlc pipeline additionally ships Codex packaging) — that's the install mechanism, not the architectural boundary: the scaffolded contracts are harness-neutral by design (thin per-host pointer files over a canonical, host-independent body).
This repo is a marketplace (Claude Code and Cursor) hosting three plugins:
agentic-os — the product: the /agentic-init, /agentic-doctor, and
/agentic-upgrade skills plus the template library, generators, and role
presets they scaffold from.agentic-sdlc — the SDLC pipeline and the decision-router that
resolves every judgment gate (ask the human in HITL mode; deterministic →
fast-path → stand-in subagent → escalate in autonomous mode) with a full
decisions.jsonl audit trail. For an interactive visual map of the whole
pipeline, open
plugins/agentic-sdlc/sdlc.html in a
browser.agentic-qe — a standalone, tool-agnostic catalog of Quality
Engineering AI blueprints (28, organized by STLC stage) plus two skills:
qe-blueprints scaffolds a ready-to-fill agent framework from a chosen
blueprint, and eval-harness generates a two-layer evaluation framework
for skills and agents. Independent of the governance flow — no
/agentic-init required.There's also mcp/ — a read-only MCP server that serves this same
governance/SDLC/QE methodology to hosts that don't speak the Claude Code or
Cursor plugin format (any MCP-capable client). It's a separate package with its
own build, published on npm and the MCP Registry; see
mcp/README.md.
Don't use Claude Code or Cursor? The same methodology is a published MCP server — your assistant can search the docs, list the role presets and QE blueprints, turn a role into an install plan, and audit an existing install, all read-only:
claude mcp add agentic-os -- npx -y agentic-os-mcp
Works in any MCP-capable assistant. See mcp/README.md for
per-role examples and the full tool list.
Which plugin? For the governed platform, install agentic-os +
agentic-sdlc plus superpowers: agentic-os is the installer/governance
layer, agentic-sdlc is the SDLC orchestrator, and /agentic-init wires them
together and registers missing dependencies in Phase 3 if any are absent.
agentic-qe is optional and stands alone — install it if you want the QE
blueprint catalog and scaffolder, with or without the other two.
Why separate plugins, not one? The governance layer and the pipeline have different lifecycles and different audiences: agentic-os scaffolds into your repo once and evolves with your codebase, while agentic-sdlc is a set of runtime skills you invoke per task — and some teams want the guardrails without the pipeline (or, on Codex, the pipeline alone). agentic-qe is separate again: a knowledge-and-scaffolding add-on with no dependency on the other two. Splitting them keeps each independently versioned, upgraded, and installable.
/agentic-initPhase 3 treats agentic-sdlc and superpowers as non-optional (plugins/agentic-os/manifest/dependencies.json). Install all three up front to avoid a pending-restart loop.
/agentic-init.python3 on your PATH — enforcement hooks are Python scripts.git — the target repo must be a git repository (/agentic-init can
git init if it is not).node on your PATH — required when using agentic-sdlc; sdlc-doctor
runs node --version and git --version (plugins/agentic-sdlc/skills/sdlc-doctor/SKILL.md).superpowers ≥ 6.1.0 and agentic-sdlc ≥ 0.4.4 — required
by /agentic-init (plugins/agentic-os/manifest/dependencies.json).gh (GitHub CLI) for GitHub ticket/MR adapters./agentic-init and agentic-sdlc require the superpowers plugin ≥
6.1.0 (plugins/agentic-os/manifest/dependencies.json). Install it
before equipping a target repo.
Claude Code:
/plugin install superpowers@claude-plugins-official
If that marketplace is missing, add it first:
/plugin marketplace add anthropics/claude-plugins-official
/plugin install superpowers@claude-plugins-official
Fallback marketplace (same plugin family):
/plugin marketplace add obra/superpowers-marketplace
/plugin install superpowers@superpowers-marketplace
Cursor:
Confirm version ≥ 6.1.0 on the plugin card or via sdlc-doctor after equip.
Install superpowers (above), then add this marketplace:
/plugin marketplace add Jarroslav/agentic-os
/plugin install agentic-os@agentic-os
/plugin install agentic-sdlc@agentic-os
Or try it straight from a local clone, no publish needed:
git clone https://github.com/Jarroslav/agentic-os
# in Claude Code:
/plugin marketplace add /absolute/path/to/agentic-os
/plugin install agentic-os@agentic-os
/plugin install agentic-sdlc@agentic-os
Restart the session so the plugins load (Claude Code activates plugins at session start).
agentic-os is a custom marketplace, not a curated Cursor Store listing.
You will not find it by searching Browse Marketplace → All.
Open Customize → Plugins (or Settings → Plugins; use Customize if you see the “Plugins are moving to Customize” banner).
Add marketplace and paste the Git clone URL (must end in .git):
https://github.com/Jarroslav/agentic-os.git
Or, from a local clone:
/absolute/path/to/agentic-os
Open the User tab (not All).
Install both plugins from the agentic-os marketplace:
/agentic-init, /agentic-doctor, /agentic-upgradeInstall superpowers ≥ 6.1.0 (Install superpowers — curated Superpowers from Browse Marketplace → All works in Cursor).
Reload the window (Command Palette → “Developer: Reload Window”).
You should see each plugin as its own card (often tagged Imported), with bundled skills listed — similar to other third-party plugins. The page Rules, Skills, Subagents is a flat list of everything on your machine; that is not the plugin install view.
If you already use Claude Code with “Automatically import agent configs from other tools” enabled in Cursor:
/plugin marketplace add Jarroslav/agentic-os
/plugin install agentic-os@agentic-os
/plugin install agentic-sdlc@agentic-os
Reload Cursor. Plugins registered in Claude appear as Imported in Cursor.
Open the target repo (your app, not the agentic-os clone), then:
/agentic-init # full interview (six screens, pre-filled from stack discovery)
/agentic-init --defaults # accept detected defaults, no prompts
The interview never commits — it scaffolds files, shows a settings diff before merging, and leaves the working tree for you to review.
Then:
/agentic-doctor # verify governance install → .agentic/agentic-os/doctor.json
/agentic-upgrade # reconcile after a plugin version bump
If you use SDLC skills (/sdlc-start, /sdlc-autonomous, …), also run
sdlc-doctor — it writes .agentic/agentic-sdlc/doctor.json and checks
superpowers, node, and git.
| Symptom | Fix |
|---|---|
Cannot find agentic-os in Browse Marketplace | Expected. Add custom marketplace (above) and use the User tab. |
| Marketplace added but no plugin card | You added the repo but did not Install each plugin. Install both, then reload. |
Skills page shows hundreds of items, not agentic-init | Search for agentic-init, or open the plugin card under Customize → Plugins. |
/agentic-init not recognized | Plugins not loaded — reload window; confirm both plugins show as installed. |
| Init or sdlc doctor fails on superpowers | Install superpowers ≥ 6.1.0 (Install superpowers), then reload. |
| sdlc-doctor fails on node | Install Node.js (node --version on PATH). |
Cursor reads .cursor-plugin/marketplace.json from the repo root. Use a Git
clone URL ending in .git, not the GitHub browser URL.
Nothing here touches a real project — build a disposable repo and watch the whole install cycle end-to-end:
mkdir /tmp/try-agentic && cd /tmp/try-agentic && git init
printf '{"name":"try","dependencies":{"next":"15.0.0"}}' > package.json
Open Claude Code or Cursor in that directory (after the marketplace/plugin install steps and a session reload), then run:
/agentic-init --defaults
What happens, in order:
next dependency and matches the
nextjs-supabase profile, then a subagent confirms that match against the
real repo (a non-matching repo gets a full from-scratch inspection
instead, not a dead-end fallback).--defaults, all six screens (role preset, HITL dial,
autonomy matrix, gates, stack confirm, ticket/MR adapter) are accepted at
their detected defaults instead of prompted.agentic-sdlc, superpowers) is registered; prints a pending-restart
notice for any that aren't..agentic/agents/, .agentic/guides/,
.claude/hooks/, .githooks/pre-commit; always writes CLAUDE.md as a
marker-delimited block, and writes AGENTS.md whole on a fresh repo like
this one (it only becomes a marker-delimited block when the file already
exists). Nothing is committed — it's your working tree to review.migration-validator, and stack guides — each
independently audited against the instruction-quality rubric before
being armed in the scorecard.Then:
/agentic-doctor
runs all 8 checks (file manifest vs. install journal, hook compilation,
canned-event dry-runs of four enforcement hooks, a 3-part HITL smoke test,
settings registration, git hook + dependencies, scorecard coverage/thresholds,
and agent-registry table integrity) and writes the result to
.agentic/agentic-os/doctor.json.
Cursor note: same commands work in Cursor chat once agentic-os is
installed from the custom marketplace. If /agentic-init is missing, reload
the window and confirm the plugin card appears under Customize → Plugins.
git status # inspect exactly what was scaffolded; nothing was committed
Presets are additive — install several and their template sets union (strictest HITL wins).
| Preset | What it installs | Default HITL / orchestration |
|---|---|---|
| developer | generated stack writer agents (schema/api/component), read-only gates, blind pre-commit review, staged pipeline orchestrator | gated-autonomous / pipeline |
| qa | dispatcher routing; test-case generation / automation / sync agents with real-ID + existing-coverage gates; failure triage + flaky protocol; adapter-driven work-item creation (tests are recommend-only) | strict / dispatcher |
| ba-po | story & requirements intake via agentic-sdlc, ticket adapter — no code-writing agents | gated-autonomous / dispatcher |
| architect | full governance scaffolding (AGENTS/PATTERNS/registry), instruction-auditor + scorecard spawn gate, generated architecture guides | gated-autonomous / pipeline |
| pm-delivery | ticket/MR adapters, PR pipeline gate, MR-monitoring glue, status conventions | gated-autonomous / dispatcher |
| devops | git hooks + quality gates, PR pipeline gate, MR-monitoring/CI-fixing glue, security reviewer — no code-writing agents | gated-autonomous / dispatcher |
| portfolio | run status, repo/knowledge health audits, durable cross-session memory, requirements intake — read/report-only, no git layer | gated-autonomous / dispatcher |
The install sets how much agents may do before a human must weigh in:
strict — every step is user-invoked; agents recommend, they don't act
(e.g. QA: agents author tests but never run them). Dispatcher orchestration.gated-autonomous — pipelines run, but judgment gates and the
escalate_on risk flags (default: security, breaking-change, migration,
spend) stop them for a human decision.autonomous — the agentic-sdlc decision-router resolves gates with
deterministic checks, fast-paths, and stand-in reviewers, escalating to you
only on low confidence, a matching risk flag, or malformed agent output.Underneath, three mechanisms make HITL real, not advisory:
.agentic/guides/policy/) — the autonomy matrix, size
ceiling, env write boundaries, secret deny-lists, and the escalation ladder.## Summary / ## Why / ## Blocking / ## Non-blocking / ## Escalate to human,
parsed fail-closed by a Stop/SubagentStop hook: a non-empty Blocking stops
the parent (no silent retry); a non-empty Escalate to human forces an
AskUserQuestion.Into your target repo (harness-neutral canonical contracts, thin Claude pointers):
.agentic/agents/ canonical agent contracts (single source of truth)
.agentic/guides/ policy/, standards/, agent-registry.md, project.md
.agentic/agentic-sdlc/ config.json (decision-router wiring)
.claude/hooks/ the enforcement hooks
.claude/agents/, commands/ thin pointers + orchestration commands
.githooks/pre-commit the review gate's git-level twin
CLAUDE.md / AGENTS.md a managed block (your content outside it is untouched)
docs/audits/ the instruction-quality scorecard
Mature repos are handled non-destructively: managed marker blocks, deep-merged settings (shown as a diff first), skip-by-default name collisions, chained (never replaced) git hooks.
After install, what you reach for depends on the preset(s) you chose:
git commit is blocked until the staged diff is
reviewed. /agentic-doctor confirms the fleet is spawnable./dispatch routes each request to one owning agent (strict HITL, one
step at a time). Generate test-case drafts from a story, automate approved
work-item IDs (with real-ID + existing-coverage gates), triage a red test
against the flaky protocol. Agents author tests but never run them — they hand
you the exact command.AGENTS.md/PATTERNS.md/agent-registry,
the instruction-auditor + scorecard spawn gate, generated architecture guides.If you don't write code (pm-delivery, ba-po, portfolio): everything you need is a plain chat phrase, not a CLI command. Type things like "draft a story for password reset", "what's the status of the current run?", "watch MR !123", or "turn this stakeholder email into requirements" directly into the editor's chat. The one honest prerequisite: someone installs Claude Code or Cursor with these plugins for you first — after that, no terminal is required.
Everything obeys the HITL dial you set: an agent that hits a ## Blocking item
stops and surfaces it; an ## Escalate to human item forces a question before
anything proceeds.
You can, and for a one-off change you should. The difference shows up when the work is big enough to span several agents, several sessions, or a stack the agent has to learn rather than be told about:
| Plain agent session | With agentic-os | |
|---|---|---|
| Scope enforcement | A session-wide allow/deny list (permissions.deny) plus a coarse per-agent tools: allowlist. Neither can say "the migration agent may write migrations, and only the migration agent may" — one is path-scoped but not per-agent, the other per-agent but not path-scoped. | A write_scope/forbidden_paths glob per agent contract — path-scoped and per-agent — checked by a PreToolUse hook that exits non-zero before the write lands. |
| Review independence | You can spawn a fresh-context reviewer, and should. But nothing gates the commit on it: a review is advisory, and the agent decides whether to honor it. | The reviewer reads the staged diff cold, and its approval is a sha256 stamp of that exact diff. No stamp, no commit — enforced by a PreToolUse hook and a native git hook. Re-staging invalidates the stamp. |
| Autonomy granularity | Permission rules are per tool call — may this session run Bash(git push:*)? They can't express "may this decision proceed without me?" | Resolution is per gate: deterministic check → fast-path → stand-in subagent → escalate, with escalate_on risk flags that force a human. Every resolution logged to decisions.jsonl. |
| Stack-fact provenance | Re-derived each session, uncited, with nothing stopping a Postgres idiom leaking into a MongoDB rule. | Every fact carries a file:line citation and a 0–100 confidence. A low-confidence fact is still recorded — but flagged unresolved and surfaced at the interview, never a silent guess. A rule may never cite the discovery record as its source, enforced by a rubric check. |
| Instruction freshness | Custom instructions are static text that silently rots as the code moves. | Contracts are graded artifacts: independently audited, hash-pinned in a scorecard. A stale hash blocks that agent's spawn (exit 2). |
The claim isn't that agents can't do this work, or that a plain session has no
guardrails — it has good ones. It's that those guardrails are per session and
per tool, and the failures above are per agent and per decision. Nothing
in a plain session stops a specific agent from quietly doing a specific thing
wrong. See docs/PRINCIPLES.md for the reasoning behind
each row.
Why hooks, not prompts? A prompt is a request the model may weigh against
everything else in context; a hook is a program the harness runs outside the
model, whose non-zero exit physically blocks the tool call. An agent under
context pressure can rationalize its way past "please don't commit unreviewed
code" — it cannot rationalize its way past a PreToolUse hook that exits 2.
That's why every load-bearing rule here (blind review before commit, write
scope, human-gated commands, instruction freshness) is enforced by a hook,
with prompts reserved for guidance (docs/PRINCIPLES.md).
Does it ever commit or push on its own?
Not unless you ask it to. /agentic-init scaffolds files and shows you a
settings diff before merging it — it never runs git add or git commit, so
the working tree is yours to review. The SDLC pipeline stops at a review-ready
branch and never opens a PR by itself. Two bundled skills do write to git,
and only when you invoke them by name: mr-creator (commits, pushes, opens the
PR) and mr-watch (pushes review fix-ups with --force-with-lease).
What if my stack isn't one of the six curated profiles?
Then discovery inspects the repo from scratch instead of matching a profile,
and you still get real, evidence-grounded agents — not a degraded stub. This
is verified against non-curated fixtures spanning both persistence paradigms
and both UI paradigms; see tests/universal/README.md.
What if I have no code stack at all?
That's a first-class path by design, not a degradation: a pm-delivery or
ba-po install declares generated: [] and wires ticket/MR adapters plus the
governance layer instead of code agents. Honest caveat — the preset
combinatorics are covered deterministically in CI, but this zero-capability
path hasn't yet been driven through a live end-to-end /agentic-init run
(tracked in ROADMAP.md).
Will it fight my existing CI, hooks, or CLAUDE.md?
No. Mature repos are handled non-destructively: CLAUDE.md/AGENTS.md get a
marker-delimited managed block (your content outside it is never touched),
settings are deep-merged after showing you a diff, name collisions skip by
default, and a pre-existing git hook is chained, not replaced.
Does this work outside Claude Code?
The canonical agent contracts are harness-neutral by design — the
host-specific files are thin pointers over them. Install via Claude Code or
Cursor; on Codex, the agentic-sdlc pipeline installs and runs, but the
agentic-os governance installer has no Codex packaging yet (tracked in
ROADMAP.md; see INSTALL.md).
Claude Code is the best-supported enforcement host today; Cursor packaging
reuses the same skills and scaffolds the same .agentic/ layer.
What does /agentic-doctor actually check?
Eight things: file manifest vs. install journal, hook compilation, canned-event
dry-runs of four enforcement hooks, a 3-part HITL smoke test, settings
registration, git hook + dependencies, scorecard coverage/thresholds, and
agent-registry table integrity (that the routing matrix the orchestrator reads
is a real, contiguous table with a row per generated agent). It writes the
result to .agentic/agentic-os/doctor.json.
Can I uninstall it?
Nothing is committed for you, so before your first commit git status shows
exactly what to delete. After that, the install journal
(.agentic/agentic-os/install.json) lists every file it wrote, with ownership.
One-liners for the jargon used above, no forward references required:
strict (agents only recommend), gated-autonomous (pipelines run, risky
decisions stop for you), autonomous (only low-confidence or flagged-risk
decisions reach you)./agentic-init writes into your repo
(contracts, hooks, policies, guides); nothing is committed for you./agentic-doctor, sdlc-doctor) that
checks an install actually works and writes a pass/fail report./agentic-init, sdlc-start, mr-watch).bash tests/t0/run.sh # 61 hook unit tests
bash tests/t0/run-output-contract.sh # 12 output-contract parser checks
bash tests/run-matrix.sh # T1–T8 acceptance (38 checks; re-runs the output-contract suite as T7)
cd mcp && npm run build && npm test # mcp/ server: contract, content, and read-only tests
What CI proves, deterministically, on every PR: 99 checks — 61 hook unit
tests (tests/t0/run.sh) plus the 38-check T1–T8 acceptance matrix — and JSON
manifest/preset validation. The matrix executes the installer's deterministic
phases against fresh and mature fixture repos; it is a skill-executability
proof, not a mock. It covers non-destructive mature-repo handling, idempotent
re-runs, upgrade classification, preset/ID resolution, dependency
registration, the output-contract parser, and template rendering under
quote-bearing answers. See
tests/README.md.
What CI structurally cannot prove, and how it's proven instead: the
generation loop is model-driven — you cannot spawn real subagents from a bash
script, and mocking them would prove nothing about the actual claim. So it is
verified by hand, repeatably, against fixtures on stacks the plugin has never
seen, and every generation run below is recorded with its score: discovery →
capability-driven generation → independent audit by a separate
instruction-auditor subagent that re-checks every claim in the generated
contract against the fixture's real code. Recorded results
(tests/universal/README.md):
| Non-curated fixture | Generated contract | Audit score |
|---|---|---|
| SvelteKit | component-generator | 100/100 first audit (25/25 claims verified) |
| Express + EJS | component-generator | 100/100 first audit (22/22 verified) |
| FastAPI + Alembic | schema-architect | 95/100 first audit (19/20 verified) |
| Express + Mongoose | schema-architect | 90/100 → 95/100 after one regen |
The 95s are the interesting ones. On FastAPI + Alembic the contract carried zero Postgres/Supabase RLS vocabulary from the exemplar it was shown; on Mongoose, zero migration vocabulary — and the rubric's evidence check caught a real generation mistake live, before it could reach a user's repo. The unverified claims are named in the log rather than rounded away.
That split is deliberate: the deterministic half is gated in CI, and the model-driven half is never quietly claimed as CI-covered.
main is protected — no direct pushes; every change lands through a
CI-passing pull request, and contributor PRs require a code-owner review. See
CONTRIBUTING.md for the branch → PR flow.
docs/PRINCIPLES.mdplugins/agentic-os/docs/UPGRADING.mdplugins/agentic-os/CHANGELOG.mdplugins/agentic-os/presets/README.mdmcp/README.mdmcp/CHANGELOG.mdROADMAP.mdSECURITY.mdCODE_OF_CONDUCT.mdLicense: Apache-2.0.
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