pulseai-labs

by Pras

Decision-making mentor for project work: grill-me, council, eli10, and fool skills.

by Pras

Anti-sycophancy reviewer for specs and plans, with optional cross-agent fresh-frame critique (synchronous or async background Codex audits).

by Pras

Autopilot as a Claude Code mod. In autopilot (AUTONOMIC_MODE=autopilot per spawn, or /autopilot on) a global policy joins the system prompt; at each turn end, each AskUserQuestion and each permission ask a cached fork judges the stop against the policy and the session's scope; covered asks and stalls continue, every decision is appended to a ledger, and the closed pain list reaches you by toast, band and an optional bell. A turn-end pain offers up to three options on the band: one press records the choice in the ledger and submits it as your prompt. Fails toward manual. Requires Claude Code 2.1.289 or later.

by Pras

Static-analysis security audit for agent project configs, marketplaces, hooks, MCP, and secrets.

by Pras

Strict quality review and architecture deepening: deep-review, deepen-architecture, codebase-design, and domain-modeling skills.

by Pras

The crew for DeepSeek Harness (dsh): a spine session on the crew-spine preset runs ossify's run-spine --external-executor, dispatching each work item to a configured subagent_implementer child, verifying it with a subagent_verifier child, computing ossify's result record from git and handing the round back; an orchestrator outside dsh spawns, steers and hands off those sessions through the dsh web API. ossify state is the single authority; this plugin adds nothing to its contract. Three prose skills (dsh-executor, dsh-brief, dsh-session), the crew-spine preset as files, and a reference for the operator's dsh home. Each project chooses a model per crew role in .dsh-crew/roles.md. No lib, no state, no commands.

by Pras

The orchestrator/worker session model over herdr. An orchestrator session keeps its context for decisions and dispatches everything else to worker sessions launched by seat name: the operator's own files name each seat (~/.claude/herdr-crew/agents.md on the machine, .herdr-crew/roles.md in the project), implementers route by complexity class, one reviewer session runs /code-review once per PR, the retained implementer works GitHub threads to zero, merge only on the operator's word. A session budget caps each work item at one implementer and one verifier. Each seat gets its own labelled tab holding one full-size pane, in the tree its --cwd names, so a run of five seats is five readable tabs. Readiness is derived, not declared: a seat herdr detects waits on a typed agent state, a seat it does not waits on a screen pattern, so an undetected agent CLI is a first-class seat and a detection manifest later upgrades it with no edit. A run's state lives in a dagr run.json the plugin owns and no binary writes. One fail-open hook, on Claude Code only, tells a seat its own context figure past a ceiling of 500000 tokens — a coordinator seat rotates on it, a leaf finishes; where molt runs, a child hands off to its parent and the top molts in place. Defers every other herdr command to the binary's own guide. Since 0.2.0, a spine's spine and close seats can be a DeepSeek Harness session (kind dsh-spine-driver, with dsh-crew), its items routed by .dsh-crew/roles.md. No lib, no state.

by Pras

The pull-request lifecycle against a merge bar fixed when the PR opens. Open a PR whose body carries six fields (Claim, Scope, Known limits, Merge bar, Evidence, Closes); work it by sorting every reviewer finding as blocking or non-blocking against that bar, one push per round, with a stop at round 3 when the fixes are generating the findings, and non-blocking findings answered in the thread or recorded as known limits in the paired AI workspace's tech-debt ledger instead of filed as issues; and teach a repository's reviewers the bar through an AGENTS.md Code Review Rules section and, on public repositories, a .coderabbit.yaml. Three prose skills, three slash commands, no lib, no state.

by Pras

Context handoff as a Claude Code mod. molt warns the session at 40% and 50% of the context window to find a good point and hand off, tells it to hand off now at 65%, and past 75% lets only the handoff's own tools run. A root session is then cleared in the same pane and seeded with the handoff, so no successor session is launched; a child session (MOLT_HANDOFF=parent) is never cleared and hands off to its parent. Works in any terminal or orchestration layer. Requires Claude Code 2.1.289 or later.

by Pras

The orchestrator/worker session model over Orca orchestration. An orchestrator session keeps its context for decisions and dispatches everything else to worker sessions launched by seat name: the operator's own files name each seat (~/.claude/orca-crew/agents.md on the machine, .orca-crew/roles.md in the project), implementers route by complexity class, one reviewer session runs /code-review once per PR, the retained implementer works GitHub threads to zero, merge only on the operator's word. A session budget caps each work item at one implementer and one verifier. Since 0.3.0 a spine planned in that same session runs in three layers: the top agrees one implementer and one verifier seat per item with the operator and starts one spine session, that session creates a child Run and owns both item terminals per item, nested worker depth 2 is required with no fallback, no inherited-runtime subagent runs there, and the reviewer is chosen only at the PR. Since 0.4.0 the first verifier failure blocks and asks, the close and every PR loop run in fresh sessions the top dispatches, and the record pass is single and conditional. Since 0.5.0 each item closes through the lane before the barrier, a fix-now close review halts to a dispatched writer, a clean delegated review carries its reviewed head, a left-open PR resumes on its prior review state, the merge executor is the top's explicit assignment, and seat-launched terminals are closed and verified at teardown. Since 0.6.0 one fail-open hook tells a coordinator seat its own context figure past a configurable ceiling (default 500000 tokens), and the top, spine session and work-PR session rotate to a fresh seat at their next boundary — the hook itself runs on Claude Code only. Since 0.7.0 seats, agent commands, roles and conditions live in the operator's two files — the spine sidecar is deleted and the approved seats travel inside the spine session's brief. Defers every other Orca command to the Orca binary's own guide. Since 0.8.0, a spine's spine and close seats can be a DeepSeek Harness session (kind dsh-spine-driver, with dsh-crew), its items routed by .dsh-crew/roles.md. No lib, no state.

by Pras

Skeleton-first lifecycle from Release 0 through MVP and v1. An alternate replacement for scaffold-onboard + scaffold-dev, not a stage alongside them. workspace-init is optional - /ossify:start and /ossify:adopt author the topology declaration themselves. Since 1.8.0 /ossify:run-spine accepts an optional --external-executor flag handing the work items of a round to a caller-supplied, provider-neutral in-session procedure; the no-flag command is unchanged. Since 1.14.0 /ossify:run-spine re-enters a started spine on its own, at a round barrier or mid-round, printing a reconcile read-out and halting before any mutation on state it cannot reconcile.

by Pras

The orchestrator/worker session model over Paseo. An orchestrator session keeps its context for decisions and dispatches everything else to worker sessions launched by seat name as Paseo subagents: Paseo profiles are the seats (read with list_profiles) and .paseo-crew/roles.md names which fills each role, implementers route by complexity class, one reviewer session runs /code-review once per PR, the retained implementer works GitHub threads to zero, merge only on the operator's word. A session budget caps each work item at one implementer and one verifier. A worker's report file is its finish: one background wait per dispatch returns on the report, once the seat that wrote it is `idle`, or on an attention state (a pending permission, idle with no report past a settle window, an error, the time budget), a heartbeat catches a lost wait, and Paseo's one-shot finish notice is only a hint. A handoff launches its successor detached and verifies it has no parent; a predecessor is never archived while its seats run. A run's state lives in a dagr run.json. One fail-open hook, on Claude Code only, tells a seat its own context figure past a configurable ceiling (default 500000 tokens). A spine's spine and close seats can be a DeepSeek Harness session (kind dsh-spine-driver, with dsh-crew). No lib, no state.

Claude manifest for required-a (precedence probe marker: claude-loses)

by Pras

Project-level workflow plugin: bootstrap or audit any repo, run a slice-driven 5-phase workflow with strict gates, manage living governance docs (ADRs, CHANGELOG, runbooks), and a per-repo memory bank with semantic search via Ollama. Worktree-safe: state lives outside the working tree. Composes with ai-mentor.

by Pras

Sprint-driven implementation workflow for shared Claude/Codex dual-repo workspaces. Opt-in async architect-critic review gate at slice/spec close.

by Pras

Project onboarding workflow for MASTER-SPEC, memory bank, roadmap, machine-checkable rules, and Codex/Claude shared workspace guidance.

by Pras

Role guards for worker seats, as a Claude Code mod. Set SEAT_MODS_ROLE on a seat's spawn: implementer, verifier or reviewer gets that role's rails — no merges, force-pushes, branch deletion, --no-verify or AI trailers for any seat; no commit, push or PR for a verifier or reviewer; Edit and Write only inside the worktree and the directories SEAT_MODS_ALLOW lists; recognised rm commands only in writable places, with unresolvable operands and writable roots or ancestors denied — while orchestrator and coordinator are explicit unguarded roles (the top orchestrator, and spine/close/work-PR/doctor sessions and lane drivers) and any other value denies every tool call. Unset or empty, it guards as the implementer by default, so a forgotten export fails closed; the status line shows which. Requires Claude Code 2.1.287 or later. No lib, no state.

by Praveen Kumar Singh

Bootstrap a dual-repo workspace with pairing manifest and AI-trace commit filtering.