evolve

name	evolve
description	Run autonomous improvement loops.

$evolve — Goal-Driven Compounding Loop

Measure what's wrong. Fix the worst thing. Measure again. Compound.

Codex orchestration default: keep the skill name $evolve. In Codex, run the loop by chaining Codex skills: $evolve selects work and invokes complete $rpi --auto cycles. Treat ao evolve and ao rpi as terminal wrapper commands for humans or non-skill runtimes, not as the Codex skill default.

Operator cadence: post-mortem finished work, analyze the current repo state, select or create the next highest-value work item, let $rpi handle research, planning, pre-mortem, implementation, and validation, then harvest follow-ups and repeat until a kill switch, max-cycle cap, regression breaker, or real dormancy stops the run.

Always-on autonomous loop over $rpi. Work selection order:

1. Harvested .agents/rpi/next-work.jsonl work (freshest concrete follow-up)
2. Open ready beads work (bd ready)
3. Failing goals and directive gaps (ao goals measure)
4. Testing improvements (missing/thin coverage, missing regression tests)
5. Validation tightening and bug-hunt passes (gates, audits, bug sweeps)
6. Complexity / TODO / FIXME / drift / dead code / stale docs / stale research mining
7. Concrete feature suggestions derived from repo purpose when no sharper work exists

Dormancy is last resort. Empty current queues mean "run the generator layers", not "stop". Only go dormant after the queue layers and generator layers come up empty across multiple consecutive passes.

$evolve                      # Run until kill switch, max-cycles, or real dormancy
$evolve --max-cycles=5       # Cap at 5 cycles
$evolve --dry-run            # Show what would be worked on, don't execute
$evolve --beads-only         # Skip goals measurement, work beads backlog only
$evolve --quality            # Quality-first mode: prioritize post-mortem findings
$evolve --quality --max-cycles=10  # Quality mode with cycle cap
$evolve --compile             # Mine → Defrag warmup before first cycle
$evolve --compile --max-cycles=5  # Warm knowledge base then run 5 cycles
$evolve --test-first         # Default strict-quality $rpi execution path
$evolve --no-test-first      # Explicit opt-out from test-first mode

Delineation vs $dream

Lane	Runs	Mutates code?	Mutates corpus?	Outer loop?	Budget
$dream	nightly, private local	No	Yes (heavy)	Yes (convergence)	wall-clock + plateau
$evolve	daytime, operator-driven	Yes (via $rpi)	Yes (light)	Yes	cycle cap

Dream owns the knowledge compounding layer; $evolve owns the code compounding layer. Both share fitness-measurement substrate via corpus.Compute / ao goals measure. Run Dream overnight, then start each day with $evolve against the freshly-compounded corpus with a clean fitness baseline.

Flags

Flag	Default	Description
--max-cycles=N	unlimited	Stop after N completed cycles
--dry-run	off	Show planned cycle actions without executing
--beads-only	off	Skip goal measurement and run backlog-only selection
--skip-baseline	off	Skip first-run baseline snapshot
--quality	off	Prioritize harvested post-mortem findings
--compile	off	Run ao mine + ao defrag warmup before cycle 1
--test-first	on	Pass strict-quality defaults through to $rpi
--no-test-first	off	Explicitly disable test-first passthrough to $rpi

Execution Steps

YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.

FULLY AUTONOMOUS. Evolve runs without human intervention from start to teardown. Every $rpi invocation uses --auto. Do NOT ask the user for confirmation, clarification, or approval at any point. Do NOT pause between cycles. Do NOT summarize and wait. The user's only touchpoint is the teardown report at the very end.

Each cycle is a COMPLETE $rpi run — all 3 phases (discovery → implementation → validation). Never invoke a partial RPI. If a task is too large for one cycle, break it into smaller sub-tasks during discovery and let $crank handle the waves. Evolve's job is to keep the loop turning, not to micro-manage individual tasks.

For broad AgentOps 3.0 domain evolution across skills, CLI, hooks, docs, tests, beads, and knowledge, first read references/domain-evolution-bootstrap.md. It supplies the BDD/DDD/Hexagonal/TDD/XP control surface and the clean-room skill-factory guardrails.

Break large work into sub-RPI cycles. When work selection identifies a massive task (7+ issues, multi-subsystem scope), decompose it during $rpi's discovery phase into an epic with waves. One evolve cycle = one $rpi run = one complete lifecycle. If the epic is too large for a single session, $rpi's built-in retry and --from= resume handle continuation.

Anti-Patterns (DO NOT)

Anti-Pattern	Why It's Wrong	Correct Behavior
Ask the user anything during execution	Evolve is fully autonomous — questions break the loop	Make best judgment, report in teardown
Stop after one $rpi cycle and summarize	Evolve loops until kill switch, max-cycles, or dormancy	Increment cycle and re-enter Step 1
Run $rpi without --auto	Non-auto $rpi has human gates that halt the loop	Always pass --auto to $rpi
Run partial $rpi (skip validation)	Each cycle must be a complete 3-phase lifecycle	Let $rpi run all 3 phases autonomously
Pause between cycles to explain progress	The user wants results, not narration	Log cycle results, immediately start next cycle
Treat "no queued work" as "stop"	Generator layers (testing, validation, drift, features) produce work	Run all generator layers before considering dormancy

Step 0: Setup

mkdir -p .agents/evolve
ao corpus inject --query "autonomous improvement cycle" --limit 5 2>/dev/null || true

ao corpus inject routes through the typed BC1 CorpusReaderPort (cli/cmd/ao/corpus_reader_adapter.go, cycle 112 productionCorpusReader), emitting one ranked ports.CorpusItem JSON record per line from .agents/learnings/ by default. Closes soc-y5vh.1 — Step 0 prior-knowledge retrieval is load-bearing on the typed port, not an untyped ao lookup shell-out.

Apply retrieved knowledge: If learnings are returned, check each for applicability to the current improvement cycle. For applicable learnings, cite by filename and record: ao metrics cite "<path>" --type applied 2>/dev/null || true

Before cycle recovery, load the repo execution profile contract when it exists. The repo execution profile is the source for repo policy; the user prompt should mostly supply mission/objective, not restate startup reads, validation bundle, tracker wrapper rules, or definition_of_done.

• Locate docs/contracts/repo-execution-profile.md and docs/contracts/repo-execution-profile.schema.json.
• Read the ordered startup_reads and bootstrap from those repo paths before selecting work.
• Cache repo validation_commands, tracker_commands, and definition_of_done into session state.
• If the repo execution profile is present but missing required fields, stop or downgrade with an explicit warning before cycle 1. Do not silently invent repo policy.

Then load the repo-local autodev program contract when it exists. The execution profile remains the repo bootstrap and landing-policy layer; PROGRAM.md or AUTODEV.md is the repo-local execution layer for the current improvement loop.

• Locate PROGRAM.md and AUTODEV.md. PROGRAM.md takes precedence.
• Read the resolved program before cycle recovery and cache program_path, mutable_scope, immutable_scope, validation_commands, decision_policy, and stop_conditions into session state.
• If the program file exists but is structurally invalid, stop or downgrade with an explicit warning before cycle 1. Do not silently ignore a broken operator contract.
• When a program contract exists, prefer work that can land wholly inside mutable scope. Do not silently widen scope around immutable files.

Recover cycle number, queue/generator streaks, and the last claimed work item from disk (survives context compaction):

if [ -f .agents/evolve/cycle-history.jsonl ]; then
  CYCLE=$(( $(tail -1 .agents/evolve/cycle-history.jsonl | jq -r '.cycle // 0') + 1 ))
else
  CYCLE=1
fi
SESSION_START_SHA=$(git rev-parse HEAD)

# Recover idle streak from disk (not in-memory — survives compaction)
# Portable: forward-scanning awk counts trailing idle run without tac (unavailable on stock macOS)
IDLE_STREAK=$(awk '/"result"\s*:\s*"(idle|unchanged)"/{streak++; next} {streak=0} END{print streak+0}' \
  .agents/evolve/cycle-history.jsonl 2>/dev/null)

PRODUCTIVE_THIS_SESSION=0

# Recover generator state and queue claim state
if [ -f .agents/evolve/session-state.json ]; then
  GENERATOR_EMPTY_STREAK=$(jq -r '.generator_empty_streak // 0' .agents/evolve/session-state.json 2>/dev/null || echo 0)
  LAST_SELECTED_SOURCE=$(jq -r '.last_selected_source // empty' .agents/evolve/session-state.json 2>/dev/null || true)
  CLAIMED_WORK_REF=$(jq -r '.claimed_work.ref // empty' .agents/evolve/session-state.json 2>/dev/null || true)
else
  GENERATOR_EMPTY_STREAK=0
  LAST_SELECTED_SOURCE=""
  CLAIMED_WORK_REF=""
fi

# Circuit breaker: stop if last productive cycle was >60 minutes ago
LAST_PRODUCTIVE_TS=$(grep -v '"idle"\|"unchanged"' .agents/evolve/cycle-history.jsonl 2>/dev/null \
  | tail -1 | jq -r '.timestamp // empty')
# Time-based circuit breaker
if [ -n "$LAST_PRODUCTIVE_TS" ]; then
  NOW_EPOCH=$(date +%s)
  LAST_EPOCH=$(date -j -f "%Y-%m-%dT%H:%M:%S%z" "$LAST_PRODUCTIVE_TS" +%s 2>/dev/null \
    || date -d "$LAST_PRODUCTIVE_TS" +%s 2>/dev/null || echo 0)
  if [ "$LAST_EPOCH" -gt 1000000000 ] && [ $((NOW_EPOCH - LAST_EPOCH)) -ge 3600 ]; then
    echo "CIRCUIT BREAKER: No productive work in 60+ minutes. Stopping."
    # go to Teardown
  fi
fi

# Track oscillating goals (improved→fail→improved→fail) to avoid burning cycles
declare -A QUARANTINED_GOALS  # goal_id → true if oscillation count >= 3

# Pre-populate quarantine list from cycle history (lightweight local scan)
if [ -f .agents/evolve/cycle-history.jsonl ]; then
  while IFS= read -r goal; do
    QUARANTINED_GOALS[$goal]=true
    echo "Quarantined oscillating goal: $goal"
  done < <(
    jq -r '.target' .agents/evolve/cycle-history.jsonl 2>/dev/null \
    | awk '{
        if (prev != "" && prev != $0) transitions[$0]++
        prev = $0
      }
      END {
        for (g in transitions) if (transitions[g] >= 3) print g
      }'
  )
fi

Parse flags: --max-cycles=N (default unlimited), --dry-run, --beads-only, --skip-baseline, --quality, --compile.

Track cycle-level execution state:

evolve_state = {
  cycle: <current cycle number>,
  mode: <standard|quality|beads-only>,
  test_first: <true by default; false only when --no-test-first>,
  repo_profile_path: <docs/contracts/repo-execution-profile.md or null>,
  startup_reads: <ordered repo bootstrap paths>,
  validation_commands: <ordered repo validation bundle>,
  tracker_commands: <repo tracker shell wrappers>,
  definition_of_done: <repo stop predicates>,
  program_path: <PROGRAM.md|AUTODEV.md or null>,
  program_mutable_scope: <declared mutable paths/globs>,
  program_immutable_scope: <declared immutable paths/globs>,
  program_validation_commands: <ordered program validation bundle>,
  program_decision_policy: <ordered keep/revert rules>,
  program_stop_conditions: <ordered cycle done criteria>,
  generator_empty_streak: <consecutive passes where all generator layers returned nothing>,
  last_selected_source: <harvested|beads|goal|directive|testing|validation|bug-hunt|drift|feature>,
  claimed_work: <null or work reference being worked>,
  queue_refresh_count: <incremented after every $rpi cycle>
}

Persist evolve_state to .agents/evolve/session-state.json at each cycle boundary, after work claims, after release/finalize, and during teardown. cycle-history.jsonl remains the canonical cycle ledger; session-state.json carries resume-only state that has not yet earned a committed cycle entry. Both files are local-only (the nested .agents/.gitignore denies all paths) — record durable milestones in commit messages too. See references/cycle-history.md for full local-only semantics.

Step 0.2: Compile Warmup (--compile only)

Skip if --compile was not passed or if --dry-run.

Run the mechanical half of the Compile cycle to surface fresh signal before the first evolve cycle:

mkdir -p .agents/mine .agents/defrag
echo "Compile warmup: mining signal..."
ao mine --since 26h --quiet 2>/dev/null || echo "(ao mine unavailable — skipping)"

echo "Compile warmup: defrag sweep..."
ao defrag --prune --dedup --quiet 2>/dev/null || echo "(ao defrag unavailable — skipping)"

Then read .agents/mine/latest.json and .agents/defrag/latest.json and note (in 1-2 sentences each):

• Any orphaned research files that look relevant to current goals
• Any code hotspots (high-CC functions with recent edits) that may be the root cause of failing goals
• Any duplicate learnings merged by defrag — context on what's been cleaned up

These notes inform work selection throughout the evolve session. Store them in a session variable (in-memory), not a file.

Step 0.5: Baseline (first run only)

Skip if --skip-baseline or --beads-only or baseline already exists.

The terminal wrapper (ao evolve) captures this automatically before entering the RPI loop. It hashes the active GOALS.md or GOALS.yaml file to an era ID, then writes a snapshot under .agents/evolve/fitness-baselines/goals-<hash>/ if that era directory does not already contain a JSON snapshot.

For manual recovery or one-off capture:

GOALS_FILE=""
if [ -f GOALS.md ]; then
  GOALS_FILE="GOALS.md"
elif [ -f GOALS.yaml ]; then
  GOALS_FILE="GOALS.yaml"
fi

if [ -n "$GOALS_FILE" ]; then
  ERA_ID="goals-$(shasum -a 256 "$GOALS_FILE" | awk '{print substr($1, 1, 12)}')"
  bash scripts/evolve-capture-baseline.sh \
    --label "$ERA_ID" \
    --timeout 60 \
    --total-timeout 75
fi

Step 1: Kill Switch Check

Run at the TOP of every cycle:

CYCLE_START_SHA=$(git rev-parse HEAD)
# Stale-kill auto-expire (closes F5 from 2026-05-18 post-mortem).
# A KILL/STOP file older than EVOLVE_KILL_TTL_DAYS (default 7) is treated as
# stale and surfaced loudly; the loop proceeds. Re-touch to keep blocking.
EVOLVE_KILL_TTL_DAYS="${EVOLVE_KILL_TTL_DAYS:-7}"
check_stale_kill() {
    local path="$1" ttl_days="$2"
    [ -f "$path" ] || return 1
    local mtime_epoch now_epoch age_days
    mtime_epoch=$(stat -c %Y "$path" 2>/dev/null || stat -f %m "$path" 2>/dev/null)
    now_epoch=$(date +%s)
    age_days=$(( (now_epoch - mtime_epoch) / 86400 ))
    if [ "$age_days" -gt "$ttl_days" ]; then
        echo "WARN: ${path} is ${age_days} days old (> ${ttl_days}); STALE, proceeding." >&2
        return 1
    fi
    return 0
}
if check_stale_kill ~/.config/evolve/KILL "$EVOLVE_KILL_TTL_DAYS"; then
    echo "KILL: $(cat ~/.config/evolve/KILL)"; exit 0
fi
if check_stale_kill .agents/evolve/STOP "$EVOLVE_KILL_TTL_DAYS"; then
    echo "STOP: $(cat .agents/evolve/STOP 2>/dev/null)"; exit 0
fi

Step 2: Measure Fitness

Skip if --beads-only.

bash scripts/evolve-measure-fitness.sh \
  --output .agents/evolve/fitness-latest.json \
  --timeout 60 \
  --total-timeout 75

Do NOT write per-cycle fitness-{N}-pre.json files. The rolling file is sufficient for work selection and regression detection.

This writes a fitness snapshot to .agents/evolve/ atomically via a temp file plus JSON validation. The AgentOps CLI is required for fitness measurement because the measurement wrapper shells out to ao goals measure. If measurement exceeds the whole-command bound or returns invalid JSON, the wrapper fails without clobbering the previous rolling snapshot.

Step 3: Select Work

Selection is a ladder, not a one-shot check. After every productive cycle, return to the TOP of this step and re-read the queue before considering dormancy.

When a repo-local program contract exists, apply a scope filter before Step 4:

• candidate work that clearly requires immutable-scope edits is not eligible for direct execution
• prefer harvested, beads, goals, and generated work that can plausibly land within mutable scope
• if the selected item is inherently out of scope, escalate it or convert it into durable follow-up work instead of invoking $rpi and hoping discovery widens scope

Step 3.1: Harvested work first

Read .agents/rpi/next-work.jsonl and pick the highest-value unconsumed item for this repo. Prefer:

• exact repo match before *, then legacy unscoped entries
• already-harvested concrete implementation work before process work
• higher severity before lower severity

When evolve picks a harvested item, claim it first:

• set claim_status: "in_progress"
• set claimed_by: "evolve:cycle-N"
• set claimed_at: "<timestamp>"
• keep consumed: false until the $rpi cycle and regression gate both succeed

If the cycle fails, regresses, or is interrupted before success, release the claim and leave the item available for the next cycle.

Step 3.2: Open ready beads

If no harvested item is ready, check bd ready. Pick the highest-priority unblocked issue.

Step 3.3: Failing goals and directive gaps (skip if --beads-only)

First assess directives, then goals:

• top-priority directive gap from ao goals measure --directives
• highest-weight failing goals (skip quarantined oscillators)
• lower-weight failing goals

This step exists even when all queued work is empty. Goals are the third source, not the stop condition.

DIRECTIVES=$(ao goals measure --directives 2>/dev/null)
FAILING=$(jq -r '.goals[] | select(.result=="fail") | .id' .agents/evolve/fitness-latest.json | head -1)

Oscillation check: Before working a failing goal, check if it has oscillated (improved→fail transitions ≥ 3 times in cycle-history.jsonl). If so, quarantine it and try the next failing goal. See references/oscillation.md.

# Count improved→fail transitions for this goal
OSC_COUNT=$(jq -r "select(.target==\"$FAILING\") | .result" .agents/evolve/cycle-history.jsonl \
  | awk 'prev=="improved" && $0=="fail" {count++} {prev=$0} END {print count+0}')
if [ "$OSC_COUNT" -ge 3 ]; then
  QUARANTINED_GOALS[$FAILING]=true
  echo "{\"cycle\":${CYCLE},\"target\":\"${FAILING}\",\"result\":\"quarantined\",\"oscillations\":${OSC_COUNT},\"timestamp\":\"$(date -Iseconds)\"}" >> .agents/evolve/cycle-history.jsonl
fi

Step 3.4: Testing improvements

Work generators for concrete improvement signals:

• $test --coverage — find test gaps and generate candidates
• $refactor --sweep — find complexity debt and refactor targets
• $deps audit — check dependency health, vulnerabilities, and license compliance
• $perf profile — identify performance debt and optimization opportunities

When queues and goals are empty, generate concrete testing work instead of idling:

• find packages/files with thin or missing tests
• look for missing regression tests around recent bug-fix paths
• identify flaky or absent headless/runtime smokes

Convert any real finding into durable work:

• add a bead when the work needs tracked backlog ownership, or
• append a queue item under the shared next-work contract when it should flow directly back into $rpi

Step 3.5: Validation tightening and bug-hunt passes

If testing improvement generation returns nothing, run bug-hunt and validation sweeps:

• missing validation gates
• weak lint/contract coverage
• bug-hunt style audits for risky areas
• stale assumptions between docs, contracts, and runtime truth

Again: convert findings into beads or queue items, then immediately select the highest-priority result and continue.

Step 3.6: Drift / hotspot / dead-code mining

If the prior generators are empty, mine for:

• complexity hotspots
• stale TODO/FIXME markers
• dead code
• stale docs
• stale research
• drift between generated artifacts and source-of-truth files

Do not stop here. Normalize findings into tracked work and continue.

Step 3.7: Feature suggestions

If all concrete remediation layers are empty, propose one or more specific feature ideas grounded in the repo purpose, write them as durable work, and continue:

• create a bead when the feature needs review/backlog treatment
• or append a queue item with source: "feature-suggestion" when it is ready for the next $rpi cycle

Quality mode (--quality) — inverted cascade (findings before directives):

Step 3.0q: Unconsumed high-severity post-mortem findings:

HIGH=$(jq -r 'select(.consumed==false) | .items[] | select(.severity=="high") | .title' \
  .agents/rpi/next-work.jsonl 2>/dev/null | head -1)

Step 3.1q: Unconsumed medium-severity findings.

Step 3.2q: Open ready beads.

Step 3.3q: Emergency gates (weight >= 5) and top directive gaps.

Step 3.4q: Testing improvements.

Step 3.5q: Validation tightening / bug-hunt / drift mining.

Step 3.6q: Feature suggestions.

This inverts the standard cascade only at the top of the ladder: findings BEFORE goals and directives. It does NOT skip the generator layers.

When evolve picks a finding, claim it first in next-work.jsonl:

• Set claim_status: "in_progress", claimed_by: "evolve-quality:cycle-N", claimed_at: "<timestamp>"
• Set consumed: true only after the $rpi cycle and regression gate succeed
• If the $rpi cycle fails (regression), clear the claim and leave consumed: false

See references/quality-mode.md for scoring and full details.

Nothing found? HARD GATE — dormancy only when ALL sources empty (soc-5qit):

READY_BEADS=$(bd ready --json 2>/dev/null | jq -r 'length // 0' 2>/dev/null || echo 0)
HARVESTED=$(jq -r 'select(.consumed==false) | .severity' .agents/rpi/next-work.jsonl 2>/dev/null | wc -l | tr -d ' ')
FAILING_GOALS=$(jq -r '.goals[] | select(.result=="fail") | .id' .agents/evolve/fitness-latest.json 2>/dev/null | wc -l | tr -d ' ')

if [ "$READY_BEADS" -gt 0 ] || [ "$HARVESTED" -gt 0 ] || [ "$FAILING_GOALS" -gt 0 ]; then
  continue  # work exists — loop back to Step 3 (agile invariant)
fi
IDLE_STREAK=$(awk '/"result"\s*:\s*"(idle|unchanged)"/{streak++; next} {streak=0} END{print streak+0}' .agents/evolve/cycle-history.jsonl 2>/dev/null)
if [ "$GENERATOR_EMPTY_STREAK" -ge 2 ] && [ "$IDLE_STREAK" -ge 2 ]; then
  echo "Genuine stagnation: all sources empty x3."
fi

Agile invariant (soc-5qit): bd ready ≥ 1 ⇒ loop NEVER stops. Only path to stagnation-STOP is fully empty backlog + dry generators. Context exhaustion → write non-sticky .agents/evolve/HANDOFF, exit turn; next fire (compacted/fresh) clears HANDOFF in Step 1 and continues.

If the work layers were empty but a generator pass has not been exhausted 3 times yet, persist the new generator streak in session-state.json and loop back to Step 1. Empty pre-cycle work sources are not a stop reason by themselves.

A cycle is idle only if NO work source returned actionable work and every generator layer also came up empty. A cycle that targeted an oscillating goal and skipped it counts as idle only after the remaining ladder was exhausted.

If --dry-run: report what would be worked on and go to Teardown.

Step 4: Execute

Primary engine: use $rpi for any implementation-quality work. Every $rpi call MUST run all 3 phases (discovery → implementation → validation). $implement and $crank are allowed only when a bead already contains execution-ready scope and skipping discovery is clearly the better path.

If a repo-local PROGRAM.md contract is active, $rpi will load it automatically. $evolve must compose with that behavior, not bypass it:

• Do not select work that is obviously outside mutable scope.
• If a bead or goal would require edits under immutable scope, escalate it or convert it into durable follow-up work instead of launching $rpi.
• When work is plausibly in scope but still uncertain, let $rpi discovery validate the fit and surface a scope escape explicitly.

For a harvested item, failing goal, directive gap, testing improvement, validation tightening task, bug-hunt result, drift finding, or feature suggestion:

Invoke $rpi "{normalized work title}" --auto --max-cycles=1

For a beads issue:

Prefer: $rpi "Land {issue_id}: {title}" --auto --max-cycles=1
Fallback: $implement {issue_id}

Or for an epic with children: Invoke $crank {epic_id}.

CRITICAL: $rpi --auto runs hands-free through all 3 phases. Do NOT intervene, ask questions, or pause between phases. Wait for $rpi to return its completion marker, then proceed to Step 5.

If Step 3 created durable work instead of executing it immediately, re-enter Step 3 and let the newly-created bead item win through the normal selection order.

Step 5: Regression Gate

After execution, run the project build+test bundle. If the repo execution profile declared validation_commands, run them. If a repo-local program contract exists, run its validation_commands too, de-duplicated and in declared order after the repo bootstrap checks.

# Detect and run project build+test
if [ -f Makefile ]; then make test
elif [ -f package.json ]; then npm test
elif [ -f go.mod ]; then go build ./... && go vet ./... && go test ./... -count=1 -timeout 120s
elif [ -f Cargo.toml ]; then cargo build && cargo test
elif [ -f pyproject.toml ] || [ -f setup.py ]; then python -m pytest
else echo "No recognized build system found"; fi

# Cross-cutting constraint check (catches wiring regressions)
if [ -f scripts/check-wiring-closure.sh ]; then
  bash scripts/check-wiring-closure.sh
else
  echo "WARNING: scripts/check-wiring-closure.sh not found — skipping wiring check"
fi

Use the program contract's decision_policy as the first keep/revert rule set for the cycle:

• if the cycle breached immutable scope, treat it as regressed
• if program validation commands fail, treat it as regressed
• if the decision policy declares a revert rule that fired, revert before consuming claimed work or advancing the queue

Treat program stop_conditions as per-cycle done criteria. Do not mark claimed work consumed, completed, or productive until both the stop conditions and the regression gate pass.

If not --beads-only, also re-measure to produce a post-cycle snapshot:

bash scripts/evolve-measure-fitness.sh \
  --output .agents/evolve/fitness-latest-post.json \
  --timeout 60 \
  --total-timeout 75 \
  --goal "$GOAL_ID"

# Extract goal counts for cycle history entry
PASSING=$(jq '[.goals[] | select(.result=="pass")] | length' .agents/evolve/fitness-latest-post.json 2>/dev/null || echo 0)
TOTAL=$(jq '.goals | length' .agents/evolve/fitness-latest-post.json 2>/dev/null || echo 0)

If regression detected (previously-passing goal now fails):

git revert HEAD --no-edit  # single commit
# or for multiple commits:
git revert --no-commit ${CYCLE_START_SHA}..HEAD && git commit -m "revert: evolve cycle ${CYCLE} regression"

Set outcome to "regressed".

Work finalization after the regression gate:

• success: finalize any claimed work item with consumed: true, consumed_by, and consumed_at; clear transient claim fields
• failure/regression: clear claim_status, claimed_by, and claimed_at; keep consumed: false; record the release in session-state.json

After the cycle's $post-mortem finishes, immediately re-read .agents/rpi/next-work.jsonl before selecting the next item. Never assume the queue state from before the cycle.

Step 6: Log Cycle + Commit

Two paths: productive cycles get committed, idle cycles are local-only.

PRODUCTIVE cycles (result is improved, regressed, or harvested):

# Quality mode: compute quality_score BEFORE writing the JSONL entry
QUALITY_SCORE_ARGS=()
if [ "$QUALITY_MODE" = "true" ]; then
  REMAINING_HIGH=$(jq -r 'select(.consumed==false) | .items[] | select(.severity=="high")' \
    .agents/rpi/next-work.jsonl 2>/dev/null | wc -l | tr -d ' ')
  REMAINING_MEDIUM=$(jq -r 'select(.consumed==false) | .items[] | select(.severity=="medium")' \
    .agents/rpi/next-work.jsonl 2>/dev/null | wc -l | tr -d ' ')
  QUALITY_SCORE=$((100 - (REMAINING_HIGH * 10) - (REMAINING_MEDIUM * 3)))
  [ "$QUALITY_SCORE" -lt 0 ] && QUALITY_SCORE=0
  QUALITY_SCORE_ARGS=(--quality-score "$QUALITY_SCORE")
fi

ENTRY_JSON="$(
  bash scripts/evolve-log-cycle.sh \
    --cycle "$CYCLE" \
    --target "$TARGET" \
    --result "$OUTCOME" \
    --canonical-sha "$(git rev-parse --short HEAD)" \
    --cycle-start-sha "$CYCLE_START_SHA" \
    --goals-passing "$PASSING" \
    --goals-total "$TOTAL" \
    "${QUALITY_SCORE_ARGS[@]}"
)"
OUTCOME="$(printf '%s\n' "$ENTRY_JSON" | jq -r '.result')"
REAL_CHANGES=$(git diff --name-only "${CYCLE_START_SHA}..HEAD" -- ':!.agents/**' ':!GOALS.yaml' ':!GOALS.md' \
  2>/dev/null | wc -l | tr -d ' ')

# Telemetry
bash scripts/log-telemetry.sh evolve cycle-complete cycle=${CYCLE} goal=${TARGET} outcome=${OUTCOME} 2>/dev/null || true

if [ "$OUTCOME" = "unchanged" ]; then
  # No-delta cycle: leave local-only so history stays honest and stagnation logic can see it.
  :
elif [ "$REAL_CHANGES" -gt 0 ]; then
  # Full commit: real code was changed
  git add .agents/evolve/cycle-history.jsonl
  git commit -m "evolve: cycle ${CYCLE} -- ${TARGET} ${OUTCOME}"
else
  # Productive cycle with non-agent repo delta already committed by a sub-skill:
  # stage the ledger but do not create a standalone follow-up commit.
  git add .agents/evolve/cycle-history.jsonl
fi

PRODUCTIVE_THIS_SESSION=$((PRODUCTIVE_THIS_SESSION + 1))

IDLE cycles (nothing found even after generator layers):

bash scripts/evolve-log-cycle.sh \
  --cycle "$CYCLE" \
  --target "idle" \
  --result "unchanged" >/dev/null
# No git add, no git commit, no fitness snapshot write

Record the XP/BDD/TDD trace. When a cycle worked a product or goal-backed gap, pass --trace-json <path|inline|-> to evolve-log-cycle.sh (or ao loop append --trace-json) so the cycle records the continuous-evolution kernel — goal hypothesis → selected gap → Gherkin scenario → first failing proof → red/green evidence → refactor note → validation evidence → ratchet action → goal reshape — and a reviewer can reconstruct the cycle without the transcript. A trivial one-shot cycle records a trace.exemption_reason instead of carrying false BDD/TDD ceremony. Trace completeness is advisory, never a gate. See references/cycle-history.md ("XP/BDD/TDD Evidence Trace").

Step 7: Loop or Stop

while true; do
  # Step 1 .. Step 6
  # Stop if kill switch, max-cycles, or a real safety breaker triggers
  # Otherwise increment cycle and re-enter selection
  CYCLE=$((CYCLE + 1))
done

Convergence STOP. Before re-entering the loop, evaluate the terminal predicate through the typed BC3 ConvergenceCheckPort (soc-y5vh.8):

ao loop converged --green-streak "$STREAK" --unconsumed-high-medium "$HM" --fitness-baseline
# emits {converged, ci_green_streak, unconsumed_high_medium, fitness_baseline_captured, reasons}

Branch on .converged instead of hand-parsing .agents/evolve/session-convergence.json. When converged is true (default criteria: CI green streak ≥ 3, unconsumed HIGH+MEDIUM ≤ 1, fitness baseline captured), break the loop and run Teardown. When a cycle edits an evolve SKILL.md, record the falsifiable claim through ao loop hypothesis append (read it back with ao loop hypothesis list). See references/convergence-mechanics.md for all four compounding mechanisms.

Mandatory checkpoint #6 — session-PR threshold (NOT terminal, gates next cycle): at session_pr_count >= 5 (soc-waxr default), invoke $post-mortem --deep, wait for verdict file. PASS → continue. WARN → continue with caveat in next cycle's notes. FAIL or non-convergence → write STOP citing the verdict path. Agent MUST NOT self-grade or self-write STOP. Full procedure: references/postmortem-checkpoint.md (soc-n75z).

Push only when productive work has accumulated:

if [ $((PRODUCTIVE_THIS_SESSION % 5)) -eq 0 ] && [ "$PRODUCTIVE_THIS_SESSION" -gt 0 ]; then
  git push
fi

Teardown

1. Commit any staged but uncommitted cycle-history.jsonl (from artifact-only cycles):

if git diff --cached --name-only | grep -q cycle-history.jsonl; then
  git commit -m "evolve: session teardown -- artifact-only cycles logged"
fi

2. Run $post-mortem "evolve session: ${CYCLE} cycles" to harvest learnings.
3. Push only if unpushed commits exist:

UNPUSHED=$(git log origin/main..HEAD --oneline 2>/dev/null | wc -l)
[ "$UNPUSHED" -gt 0 ] && git push

4. Release-context teardown (MANDATORY when branch is release-shaped):

   When the current branch matches release/*, v*-prep, v*-evolve-run, or v\d+\.\d+*, the teardown report MUST NOT recommend $release as the next step. Instead, emit the explicit pre-release checklist below — the operator must run these AND confirm green before tagging:

   ## Pre-release checklist — REQUIRED before $release
   
   Per-cycle --fast pre-push and ao goals measure ≠ release readiness.
   Operator MUST run and confirm green:
   
     [ ] 1. Regenerate CLI reference if any cobra command/flag changed:
            bash scripts/generate-cli-reference.sh
            git diff cli/docs/COMMANDS.md   # commit if non-empty
   
     [ ] 2. Full pre-push gate (NOT --fast):
            bash scripts/pre-push-gate.sh
   
     [ ] 3. Release-readiness gate:
            bash scripts/ci-local-release.sh
   
     [ ] 4. (Recommended) Smoke $evolve --quick --max-cycles=1 --dry-run if
            BC port wire-ups changed.
   
   Only after [1]–[3] pass: $release <version>
   

   The handoff artifact (e.g., .agents/runs/<release>/READY-TO-TAG.md) MUST contain this checklist verbatim, unchecked. "Ready to tag" means the boxes are checked, not that the loop ran cleanly.

5. Report summary:

## $evolve Complete
Cycles: N | Productive: X | Regressed: Y (reverted) | Idle: Z
Stop reason: stagnation | circuit-breaker | max-cycles | kill-switch

In quality mode, the report includes additional fields:

## $evolve Complete (quality mode)
Cycles: N | Findings resolved: X | Goals fixed: Y | Idle: Z
Quality score: start → end (delta)
Remaining unconsumed: H high, M medium
Stop reason: stagnation | circuit-breaker | max-cycles | kill-switch

Examples

User says: $evolve --max-cycles=5 What happens: Evolve re-enters the full selection ladder after every $rpi cycle and runs producer layers instead of idling on empty queues.

User says: $evolve --beads-only What happens: Evolve skips goals measurement and works through bd ready backlog.

User says: $evolve --dry-run What happens: Evolve shows what would be worked on without executing.

User says: $evolve --compile What happens: Evolve runs ao mine + ao defrag at session start to surface fresh signal (orphaned research, code hotspots, oscillating goals) before the first evolve cycle. Use before a long autonomous run or after a burst of development activity.

User says: $evolve What happens: See references/examples.md for a worked overnight flow that moves through beads -> harvested work -> goals -> testing -> bug hunt -> feature suggestion before dormancy is considered.

See references/examples.md for detailed walkthroughs.

Troubleshooting

Problem	Solution
Loop exits immediately	Remove ~/.config/evolve/KILL or .agents/evolve/STOP
Stagnation after repeated empty passes	Queue layers and producer layers were empty across multiple passes — dormancy is the fallback outcome
ao goals measure hangs	Use --timeout 30 --total-timeout 75 or --beads-only to skip
Regression gate reverts	Review reverted changes, narrow scope, re-run; claimed work items must be released back to available state

See references/cycle-history.md for advanced troubleshooting.

References

• references/cycle-history.md — JSONL format, recovery protocol, kill switch
• references/compounding.md — Knowledge flywheel and work harvesting
• references/goals-schema.md — GOALS.yaml format and continuous metrics
• references/parallel-execution.md — Parallel $swarm architecture
• references/teardown.md — Trajectory computation and session summary
• references/examples.md — Detailed usage examples
• references/artifacts.md — Generated files registry
• references/oscillation.md — Oscillation detection and quarantine
• references/quality-mode.md — Quality-first mode: scoring, priority cascade, artifacts

See Also

• skills/rpi/SKILL.md — Full lifecycle orchestrator (called per cycle)
• skills/crank/SKILL.md — Epic execution (called for beads epics)
• docs/contracts/autodev-program.md — Repo-local operational contract for bounded autonomous development
• GOALS.yaml — Fitness goals for this repo
• test — Test generation and coverage analysis
• refactor — Safe, verified refactoring for complexity targets
• deps — Dependency audit, vulnerability scanning, and license compliance
• perf — Performance profiling and benchmarking

Reference Documents

• references/artifacts.md
• references/compounding.md
• references/convergence-mechanics.md
• references/domain-evolution-bootstrap.md
• references/cycle-history.md
• references/examples.md
• references/goals-schema.md
• references/oscillation.md
• references/parallel-execution.md
• references/postmortem-checkpoint.md
• references/quality-mode.md
• references/teardown.md

Local Resources

references/

• references/artifacts.md
• references/compounding.md
• references/convergence-mechanics.md
• references/cycle-history.md
• references/examples.md
• references/goals-schema.md
• references/oscillation.md
• references/parallel-execution.md
• references/postmortem-checkpoint.md
• references/quality-mode.md
• references/teardown.md

scripts/

• scripts/validate.sh