Skill Claude CodeCodex
Turn a request into a SCHEDULABLE task DAG — atomic tasks with real dependencies, not planning prose: challenge scope and pick a planning mode with the user first, explore the real repo so no path is invented, then decompose into atomic TASK-NNN entries — each with a ≤3-file write scope, 2-3 testable acceptance…
Skill Claude CodeCodex
Read a feature branch's merge-readiness from its actual git data — measured metrics, not vibes: collect raw git output for the branch vs base, compute branch-health metrics (size class, test ratio, focus, drift, sessions, hotspots), scan the diff for pre-PR artifacts (secrets, .only, conflict markers, debug lines…
Skill Claude CodeCodex
Deep-audit ONE Rust crate end to end — read every file, don't sample: enumerate and read the whole crate, run its cargo test, check the existing .ulpi/issues/ .md to avoid duplicates, then write or append evidence-backed findings (correctness, panic, validation, race, data-corruption, coverage gaps) each with severity…
Skill Claude CodeCodex
Run 3+ genuinely INDEPENDENT build tasks concurrently on Claude Code's real parallel agent runtime — throughput without file conflicts or fake orchestration. Proves independence (disjoint write scope, no dependency edges) before launching, matches each lane to the best specialized agent, writes a complete…
Skill Claude CodeCodex
Diagnose and fix 3+ genuinely INDEPENDENT failures concurrently on Claude Code's real parallel agent runtime — without splitting one root cause into conflicting investigations. Proves the failures don't share a root cause (same dependency/config/migration/deploy across traces) before launching, matches each lane to…
Skill Claude CodeCodex
Write and change Rust the way THIS workspace already does it, NOT by generic defaults — a systems-programming reference carrying the real crate boundaries, error model, and conventions for storage engines, binary formats, Arrow/DataFusion, search and vector indexing, async concurrency, testing, and unsafe discipline…
Skill Claude CodeCodex
Manage local service credentials WITHOUT ever exposing their values — the secrets CLI adds, rotates, lists, enables, disables, and inspects encrypted integrations (including MCP/agent tooling) through interactive entry, reporting only service names and enablement status. Hard invariant: secret material never enters…
Skill Claude CodeCodex
Take one feature request from prompt to reviewed, audited delivery in a SINGLE autonomous pass — one runnable Workflow that plans, reviews the plan, builds task by task, cross-reviews the build, and optionally runs a launch audit, then RETURNS the verified findings rather than looping (the user decides any fix round…
Skill Claude CodeCodex
Route the start of substantive work to the right execution path — a lightweight INTERNAL intake pass, not a user-facing command and not a universal constitution. Answers four questions fast: does a more specific skill own this, is specialized agent delegation warranted, what is the minimum context needed to avoid a…
Skill Claude CodeCodex
Propagate ONE validated learning from this session into durable AGENT guidance — extract the smallest useful rule, classify its scope (Global / Claude Code Only / Agent-Specific), store it once in the central agent-learnings file, and sync the regenerated ## Learnings section into every live agent definition across…
Skill Claude CodeCodex
Propagate ONE validated learning about Claude Code behavior from this session into the project's CLAUDE.md — the MAIN-AGENT memory Claude loads every session, not agent or skill files. Extract the smallest useful workflow/scope/session rule, place it in the correct section (Workflow Rules / Session Management / Scope…
Skill Claude CodeCodex
Propagate ONE validated learning about SKILL design or quality from this session into the central skill-learnings file — extract the smallest useful pattern or anti-pattern, categorize it (Structural Patterns / Content Patterns / Anti-Patterns / Skill-Specific), and add it once without touching any actual skill file.…
ulpi-io/autonomous-engineering
Plugin Claude Code
Autonomous software delivery for Claude Code — 8 lifecycle phase skills (auto-spec → auto-ship) plus the loop/verify/checkpoint/budget primitives, with deterministic enforcement hooks and runnable Workflow templates.
ulpi-io/autonomous-engineering
Instructions file CodexOpenCode
AGENTS.md instructions for ulpi-io/autonomous-engineering, covering agents.md — autonomous engineering skills, what lives here, the deterministic coordinator, the skills (authoring source + discovery) and the contract every skill honors.
ulpi-io/autonomous-engineering
Instructions file
Claude Code instructions for ulpi-io/autonomous-engineering, covering claude.md, the collection in one line, core contracts (hold on every platform), workflow-tool backend compatibility (claude-specific) and claude plugin + hook wiring (claude-specific).
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
Prove a claim before acting on it: spawn N independent skeptics prompted to REFUTE it (optionally through distinct lenses — correctness, reproduction, security, regression, measurement) and keep it only if a majority fails. Fails closed on ties. Use to gate findings before fixing, fixes before committing, and any…
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
Implement a whole DAG plan autonomously — one approved pass, one clean rollback point per task, never building on a broken base. It requires an approved plan (specced upstream) and a clean git baseline, takes a SINGLE human approval of the plan, then walks the DAG layer by layer: for each task it implements on an…
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
A wrong or bloated learning poisons every future run — this skill's failure mode is worse than learning nothing. Non-negotiable.
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
This skill mutates durable project memory — the files every future session trusts. Non-negotiable.
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
Make code measurably faster without breaking it: metric + reproducible baseline FIRST, profile to the real hotspots, then per hotspot apply a change and re-benchmark — kept ONLY if the win is real beyond variance AND correctness holds; otherwise reverted. Stops at the target or diminishing returns. Never accepts an…
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
Turn a spec into a self-reviewed DAG of atomic build tasks: each task gets acceptance criteria, a disjoint write scope (≤3 files), and a slice-scoped validate; dependencies are wired and layered topologically so nothing builds on a missing base. Adversarial critics then attack the graph (cycles, phantom paths…
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
Review a change across every dimension at once, then keep only the findings that survive an adversarial check — autonomously. It fans out independent reviewers over the diff (correctness, security, performance, maintainability/readability, test adequacy, API/contract & compatibility), dedups their findings, and puts…
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
Take verified work to shippable — autonomously, with fail-closed gates and a human sign-off on anything irreversible. It runs the pre-launch gate (final validate green, review clean, security/observability/ rollback checks), and a gate that DIDN'T actually run is treated as a blocker, never as clean. Then it prepares…
ulpi-io/autonomous-engineering
Skill Claude CodeCodex
Reduce a change's complexity WITHOUT changing behavior, provably: find duplication/dead code/over-abstraction in the diff, apply the smallest clarifying edit, then prove behavior preserved (tests green + adversarial semantic check) or REVERT — looping until dry. Respects Chesterton's Fence: never removes code whose…