Update Harness

Update Harness

Update an existing agent harness without erasing local conventions. The work is an audit-and-ratchet loop: find where future agents are still forced to rely on chat context, then move that knowledge into scripts, docs, checks, generated reports, CI, or repo-local skills.

This skill is language and framework agnostic. Use the repo's own build system, test runner, package manager, CI provider, and scripting runtime.

Ground Rules

• Start from the current harness; do not re-scaffold from scratch.
• Preserve user changes and existing names unless there is a clear migration benefit.
• Prefer small, reviewable upgrades over a large harness rewrite.
• Fix broken existing gates before adding new gates.
• Convert repeated review feedback into mechanical checks, templates, generated docs, or source-of-truth docs.
• Keep AGENTS.md short and route detail to deeper docs.
• Make expensive or environment-specific validation opt-in unless the repo's normal workflow already requires it.
• When uncertainty exists, choose the least surprising convention already used in the repo.

Phase 1: Audit The Current Harness

Inventory the repo before editing:

• root and scoped AGENTS.md files or equivalent agent instructions
• docs map, architecture docs, harness docs, behavior specs, execution plans, quality/security/reliability docs, generated docs, and design docs
• script entrypoints, script catalog, generators, local-dev helpers, smoke/e2e runners, and validation gates
• CI workflows, PR template, scheduled jobs, automerge workflows, and release gates
• repo-local skills such as review, security review, commit, push, pull, or domain-specific skills
• existing generated artifacts and how they are checked for drift
• current fast local command and CI-equivalent command
• repeated PR review failures, issue comments, CI failures, or agent mistakes
• critical paths that should require human review

Run existing validation only when the commands are discoverable and safe. Record failures as input to the upgrade plan.

Phase 2: Classify Gaps

Evaluate the harness along these dimensions:

• Router quality: Can a fresh agent start at the root and find the right docs, scripts, and ownership boundaries quickly?
• Progressive disclosure: Are detailed rules in focused docs instead of a giant instruction file?
• Scriptable validation: Are fast local and full CI gates available as stable scripts?
• Generated truth: Are repo inventory, public API, CLI help, schemas, quality snapshots, or baselines generated and checked for drift where useful?
• Behavior coverage: Do canonical scenarios map to current validation and smoke/e2e checklists?
• Plan lifecycle: Do active and completed plans carry scope, tasks, decisions, and verification evidence?
• Review gates: Are correctness and security review expectations encoded in repo-local skills or scripts?
• Environment isolation: Do local services use random ports, per-worktree data dirs, manifests, logs, and artifacts instead of global assumptions?
• CI and gardening: Does CI call repo scripts, and do scheduled jobs refresh docs, sweep stale plans, or audit boundaries?
• Autonomy policy: Does automerge or auto-land behavior refuse critical paths, wait for review signals, and fail closed on uncertainty?
• Debt handling: Are existing violations baselined so new regressions fail without requiring a giant cleanup first?

Phase 3: Choose The Upgrade Slice

Pick the highest-leverage small slice:

• If agents cannot orient, update AGENTS.md, scoped routers, and the docs map.
• If validation is ad hoc, add or repair fast-feedback and the full CI-equivalent gate.
• If docs drift, add generated docs and drift checks.
• If behavior changes are hard to validate, add behavior specs, current-state mapping, and smoke/e2e checklists.
• If complex work keeps losing context, add execution-plan lifecycle docs and a plan-heading check.
• If reviews repeat the same findings, add a lint, script, template, generated report, or source-of-truth doc.
• If environment-gated tests are flaky, add helpers that isolate ports/data and write manifests, logs, and artifacts.
• If automerge exists, make the policy explicit and fail closed on missing checks, comments, critical-path changes, or moving head SHAs.

For broad upgrades, create an execution plan before editing. Keep completed work and validation evidence in that plan as the harness evolves.

Phase 4: Apply Best-Practice Patterns

Router And Docs

• Keep root AGENTS.md compact: what the repo builds, key docs, repo map, standard commands, and hard rules.
• Add scoped AGENTS.md files only for meaningful ownership or architecture boundaries.
• Keep detailed knowledge in docs/, not in chat or root instructions.
• Maintain a docs map and link source-of-truth docs from the router.
• Add doc freshness frontmatter and a freshness check when stale docs are a real risk.

Scripts

• Add scripts/README.md if the script surface is not self-explanatory.
• Split gates into a fast local loop and a full CI-equivalent loop.
• Put cheap structural checks before builds and tests.
• Make generators idempotent and add a strict drift mode for CI.
• Make environment-gated checks skip with explicit reasons when prerequisites are absent.
• Capture artifacts and logs for any smoke, e2e, browser, live-provider, or observability run.
• Use the repo's current scripting runtime unless adding another runtime is clearly worth it.

Generated Docs And Checks

Prefer generated references for facts agents otherwise rediscover repeatedly:

• tracked workspace inventory
• public API, exported symbols, schema, CLI help, or command reference
• quality health snapshot
• stale active plans
• recurring PR review pattern summary
• load, performance, or smoke baseline

Generated docs should have both a refresh command and a check command.

Review And Security Gates

If repo-local skills are available, keep them narrow:

• the general review skill reports only confirmed important issues
• the security review skill reports only confirmed high-impact issues
• approval with no comments is valid when the diff clears the bar

Wire mechanical checks around these skills so the harness catches missing review artifacts, stale wiring, and branch-diff hazards.

CI, Scheduling, And Automerge

• Have CI call repo scripts rather than duplicating command chains in YAML.
• Add scheduled gardening only when there is generated or time-sensitive repo state to maintain.
• Document the automerge policy before widening automation.
• Keep a critical-path list in both policy docs and eligibility code.
• Fail closed on uncertainty: missing checks, API failures, unresolved review signal, fresh human comments, merge conflicts, or changed head SHA.

Phase 5: Handle Existing Debt

Do not block a harness upgrade on unrelated historical violations. Instead:

• record the current failure set in a baseline or generated report
• make the new check fail only on regressions
• add the cleanup target to docs/QUALITY_SCORE.md, a tech-debt tracker, or an execution plan
• explain the burn-down path in the final response

Phase 6: Validate

Run the old and new validation surfaces that are safe for the local environment:

1. formatting or syntax checks for changed scripts and docs
2. generated-doc refresh plus strict drift check
3. fast local gate
4. full CI-equivalent gate when practical
5. smoke/e2e or environment-gated checks when prerequisites exist

If a check cannot run, say why and name the command the user or CI should run.

Final Response

Summarize:

• harness gaps found
• files changed
• new or repaired commands
• validation run and results
• debt baselined or follow-up targets

End with the practical next gate to run, not with a broad invitation.