agentsclimarketplace

Using the harness

Skill jpantsjoha/ai-native-developer-experience/.agents/skills/using-the-harness

Team-wide AI harness adoption plugin, \w operating model, onboarding and delivery standards coherent human-agent outcomes from day one.

Install
npx -y skills add jpantsjoha/ai-native-developer-experience --skill using-the-harness

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 10 stars10 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Session-start orientation for this team harness. Load first, before any work. Explains the operating contract, when each skill triggers, and how installed companion plugins supply agent-craft capabilities while this harness supplies the team contract. Trigger at the start of every session and whenever unsure which skill applies.

SKILL.md

5.7 KB, as published. Nobody here has run it

Using the Harness

This is a team operating harness: one shared contract for humans and AI agents working in the same repository — same rules, same risk tiers, same evidence, same definition of done. It exists to make a mixed human–AI team coherent, not to make one agent faster.

A skill supplies a repeatable procedure. It never supplies permission or accountability.

First actions, every session

  1. Ground in the contract. If this project has adopted the operating model, read its project profile before anything else (docs/operating-model/PROJECT-OPERATING-PROFILE.md), then the manual it binds. Profile facts beat inference.
  2. Classify risk before acting. Map the requested work to R0–R3. Round ambiguity upward. Confirm authority at that tier before any consequential, destructive, external, or credential-touching action.
  3. Route before doing. Check the routing table below. If a skill applies to the work, use it. If you are unsure which applies, use delivery-orchestrator.

Core invariants — not negotiable

  • Classify risk before confirming authority. Approval is scoped to actual risk.
  • Infer intent; never infer permission. Useful intent is not a grant of authority.
  • Receipts, not polish. Produce an artefact or a pass/fail verdict, not a narrative.
  • Review binds to the exact candidate. Any change after review invalidates it.
  • seed is not active. A seed profile supports design and R0/R1 work only.
  • Never invent a project fact. Unknowns get an owner and a resolving trigger.
  • Insufficient evidence is a stop, not a prompt to improvise. Tag the roster role that owns the decision; silence never converts to permission.

Skill routing

Work in front of youSkill
New repo, or operating model install/repairoperating-model-bootstrap
Multi-track epic, or "which skill applies?"delivery-orchestrator
Significant technical decision or ADRthe-architect
New feature, epic, or change — plan before codespec-first-delivery
High-stakes decision, or before claiming doneadversarial-gate
Agent output feeding a decision, store, or another agentdomain-validator
Any PR or agent-generated code before commitpr-reviewer
Anything about to ship to a real environmentrelease-readiness
CI triggers, Actions billing, issues, labels, branch protection, or release-tag workflowgithub-manager
Release process governance: SemVer, ADR, changelog, release authorityrelease-manager
Enterprise policy, compliance, governance, or approved-vendor alignmentgovernance-guardrail
Status, standup, or situation reportsitrep
Plugin-directory, marketplace, or curated-list submissionplugin-submission
LLM/cloud cost estimate or architecture with LLM callscost-guardrail
Google ADK multi-agent designadk-expert
Any cloud-vendor workloadgcp-expert / aws-expert / azure-expert / alibaba-expert (the-architect routes)
Adding or reviewing an MCP servermcp-server-scaffold

Companion plugins

Agent-craft capabilities may be provided by installed companion plugins instead of these skills — see INTEGRATIONS.md for the evaluated map (simplicity discipline, TDD methodology, frontend design review, and similar craft lanes).

  • Route craft work to an installed companion when the project profile names one as the provider. Do not re-implement a capability an installed companion already provides.
  • Companions supply capability, never authority. This harness's risk tiers, evidence, and review gates still apply to their output.
  • No companion installed? The baseline skills above are the fallback. Record the equivalent and its owner in the project profile; do not silently skip the capability.

Harness tool mapping

Skills name actions, not tools. The per-harness translation lives outside the canonical skill bodies:

  • Antigravity (Gemini) — read references/antigravity-tools.md (in this skill's directory) before acting; it maps subagent dispatch, task tracking, and file/search actions to Antigravity's native tools.
  • Kimi Code — the plugin manifest's skillInstructions carry the mapping.
  • Claude Code / Codex — the skills' action vocabulary resolves to the native tools of the same names.

Anti-rationalization table

Excuse the agent makesCounter
"The skills are just docs — I can skip them"The skills are the harness. Skipping them is running without the contract.
"This task is too small for a skill"Gates are proportional to risk — R0/R1 is cheap. Skipped small gates are where big failures rehearse.
"The companion plugin handles quality"Companions own craft. Authority, evidence, and completion semantics stay here.
"I'll edit the skill body to fit my tools"Porting adds a thin adapter or tool mapping. Canonical skill bodies never change per harness.
"I remember the contract from earlier"Sessions compact and clear. Re-ground in the tracked profile; memory is not the contract.
"The user seems in a hurry"Speed is easy. Safe speed is engineered. Hurry raises risk tier, it does not lower it.

When unsure

Route through delivery-orchestrator. Record every unresolved fact with an owner and the trigger that resolves it. Stop before any R2/R3 mutation or external action that lacks explicit authority and runnable controls.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.