Agentops validation

Full validation phase orchestrator. Vibe + post-mortem + retro + forge. Reviews implementation quality, extracts learnings, feeds the knowledge flywheel. Triggers: "validation", "validate", "validate work", "review and learn", "validation phase", "post-implementation review".

install
source · Clone the upstream repo
git clone https://github.com/boshu2/agentops
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/boshu2/agentops "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills-codex/validation" ~/.claude/skills/boshu2-agentops-validation && rm -rf "$T"
manifest: skills-codex/validation/SKILL.md
source content

$validation — Full Validation Phase Orchestrator

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

Strict Delegation Contract (default)

Validation delegates to

$vibe
,
$post-mortem
,
$retro
, and
$forge
(plus lifecycle skills
$test
,
$deps
,
$review
,
$perf
) as separate skill invocations. Strict delegation is the default.

Anti-pattern to reject: spawning judges directly in place of

$vibe
, inlining post-mortem analysis, skipping
$forge
. See
../shared/references/strict-delegation-contract.md
for the full contract and supported compression escapes (
--quick
,
--no-retro
,
--no-forge
,
--no-lifecycle
,
--no-behavioral
,
--allow-critical-deps
).

See

.agents/learnings/2026-04-19-orchestrator-compression-anti-pattern.md
for the live compression signature.

DAG — Execute This Sequentially

mkdir -p .agents/rpi
detect complexity from execution-packet or --complexity flag (default: standard)
detect ao CLI availability

Step 0: Load Prior Validation Context

Before running the validation pipeline, pull relevant learnings from prior reviews:

if command -v ao &>/dev/null; then
    ao lookup --query "<epic or goal context> validation review patterns" --limit 5 2>/dev/null || true
fi

Apply retrieved knowledge (mandatory when results returned):

If learnings are returned, do NOT just load them as passive context. For each returned item:

  1. Check: does this learning apply to the current validation scope? (answer yes/no)
  2. If yes: include it as a
    known_risk
    — what pattern does it warn about? does the code exhibit it?
  3. Cite applicable learnings by filename when they influence a validation finding

After applying, record each citation:

ao metrics cite "<learning-path>" --type applied 2>/dev/null || true

Skip silently if ao is unavailable or returns no results.

Run every step in order. Do not stop between steps.

STEP 1  ──  Skill(skill="vibe", args="recent [--quick]")
              Use --quick for fast/standard. Full council for full.
              PASS/WARN? → continue
              FAIL?      → write summary, output <promise>FAIL</promise>, stop
                           (validation cannot fix code — caller decides retry)

STEP 1.5 ── Four-Surface Closure (mandatory)
              Read `skills/validation/references/four-surface-closure.md` for the mandatory four-surface closure check.
              Check all four surfaces: Code, Documentation, Examples, Proof.
              All 4 pass? → continue
              if --strict-surfaces:
                Any surface fails? → FAIL, write summary, output <promise>FAIL</promise>, stop
              else (default):
                Code passes, others fail? → WARN, continue
                Code fails? → BLOCK, write summary, output <promise>FAIL</promise>, stop

STEP 1.6 ── Test pyramid coverage audit (advisory, append to summary)
              Check L0-L3 + BF1/BF4 per modified file. WARN only, not FAIL.

STEP 1.7 ── Lifecycle Checks (advisory except critical dependency findings)
              Skip entire step if: --no-lifecycle flag.
              Each sub-step uses --quick mode to limit context consumption.
              On budget expiry: skip remaining sub-steps, write [TIME-BOXED].

              a) if lifecycle tier >= minimal AND test_framework_detected:
                   Skill(skill="test", args="coverage --quick")
                   Append coverage delta to phase summary.

              b) if lifecycle tier >= standard AND dependency_manifest_exists:
                   Skill(skill="deps", args="vuln --quick")
                   CRITICAL vulns (CVSS >= 9.0): **FAIL** (block shipping). Opt-out: `--allow-critical-deps` for acknowledged risk acceptance.
                   Non-critical: advisory note only.

              c) if lifecycle tier >= standard:
                   Skill(skill="review", args="--diff --quick")
                   Append review findings to summary as advisory.

              d) if lifecycle tier == full AND modified_files_touch_hot_path:
                   Skill(skill="perf", args="profile --quick")
                   Append perf findings to summary as advisory.
                   Hot path detection: modified files match benchmark files
                   or patterns (handler, middleware, router, parser, engine,
                   worker, pool, codec).

STEP 1.8 ── Stage 4: Behavioral Validation (holdout scenarios + agent-built specs)
            Skip if: no .agents/holdout/ directory AND no .agents/specs/ directory
            Skip if: --no-behavioral flag set
            
            Sub-steps:
              a) List active scenarios and agent-built specs:
                   ao scenario list --status active 2>/dev/null
                   find .agents/specs -name "*.json" -type f 2>/dev/null
              a.5) For each agent-built spec in .agents/specs/, treat as a scenario
                   with source="agent". Validate against scenario schema (auto-* id
                   pattern). Add to evaluation set alongside holdout scenarios.
              b) If 0 scenarios AND 0 specs → skip with note "No behavioral validation artifacts found"
              c) Spawn evaluator council with AGENTOPS_HOLDOUT_EVALUATOR=1
                 Pass scenarios + implementation diff as judge context
              d) Each judge evaluates: "Does the implementation satisfy the scenario's
                 expected_outcome? Score each acceptance_vector dimension 0.0-1.0."
              e) Compute satisfaction_score per scenario (mean of dimension scores)
              f) Aggregate: mean satisfaction across all scenarios
              g) Gate:
                   mean >= scenario.satisfaction_threshold → PASS
                   mean >= 0.5 → WARN ("Partial satisfaction — review scenarios")
                   mean < 0.5 → FAIL ("Implementation does not satisfy holdout scenarios")
              h) Write results to .agents/rpi/scenario-results.json
              i) Include satisfaction_score in validation_state
            
            PASS/WARN? → continue to STEP 2
            FAIL? → write summary, output <promise>FAIL</promise>, stop

STEP 2  ──  if epic_id:
              Skill(skill="post-mortem", args="<epic-id> [--quick]")
            else:
              Skill(skill="post-mortem", args="recent [--quick]")
              Use --quick for fast/standard. Full council for full.
              PASS/WARN? → continue
              FAIL?      → write summary, output <promise>FAIL</promise>, stop

STEP 3  ──  if not --no-retro:
              Skill(skill="retro")

STEP 4  ──  if not --no-forge AND ao available:
              if [ -n "${CODEX_THREAD_ID:-}" ] || [ "${CODEX_INTERNAL_ORIGINATOR_OVERRIDE:-}" = "Codex Desktop" ]; then
                ao codex ensure-stop --auto-extract 2>/dev/null || true
              else
                ao forge transcript --last-session --queue --quiet 2>/dev/null || true
              fi

STEP 5  ──  write phase summary to .agents/rpi/phase-3-summary-YYYY-MM-DD-<slug>.md
              ao ratchet record vibe 2>/dev/null || true
              output <promise>DONE</promise>

That's it. Steps 1→2→3→4→5. No stopping between steps.


Setup Detail

Track state inline:

epic_id
,
complexity
,
no_retro
,
no_forge
,
strict_surfaces
,
vibe_verdict
,
post_mortem_verdict
. Load execution packet (if available): read
complexity
,
contract_surfaces
, and
done_criteria
from
.agents/rpi/execution-packet.json
. When a current
run_id
is known, prefer the matching
.agents/rpi/runs/<run-id>/execution-packet.json
archive over the latest alias.

Gate Detail

Validation has multiple blocking conditions. Validation cannot fix code — it can only report and fail closeout when the lifecycle contract is not met.

  • Blocking FAIL conditions:
    $vibe
    FAIL, code-surface failure in STEP 1.5,
    --strict-surfaces
    failure on any closure surface, CVSS >= 9.0 dependency findings in STEP 1.7b unless
    --allow-critical-deps
    , and post-mortem FAIL in STEP 2.
  • PASS/WARN: Log verdicts, continue through the remaining steps.
  • FAIL: Extract findings from the latest evaluator output, write phase summary with FAIL status, output
    <promise>FAIL</promise>
    with findings attached. Suggest:
    "Validation FAIL. Fix findings, then re-run $validation [epic-id]"
    .

Why no internal retry: Retries require re-implementation (

$crank
). The caller (
$rpi
or human) decides whether to loop back.

Phase Summary Format

Write to

.agents/rpi/phase-3-summary-YYYY-MM-DD-<slug>.md
:

# Phase 3 Summary: Validation

- **Epic:** <epic-id or "standalone">
- **Vibe verdict:** <PASS|WARN|FAIL>
- **Post-mortem verdict:** <verdict or "skipped">
- **Retro:** <captured|skipped>
- **Forge:** <mined|skipped>
- **Complexity:** <fast|standard|full>
- **Status:** <DONE|FAIL>
- **Timestamp:** <ISO-8601>

Phase Budgets

Sub-step
fast
standard
full
Vibe2 min3 min5 min
Post-mortem2 min3 min5 min
Retro1 min1 min2 min
Forgeskip2 min3 min

On budget expiry: allow in-flight calls to complete, write

[TIME-BOXED]
marker, proceed.

Flags

FlagDefaultDescription
--complexity=<level>
autoForce complexity level (fast/standard/full)
--no-lifecycle
offSkip ALL lifecycle checks in STEP 1.7 (test, deps, review, perf)
--lifecycle=<tier>
matches complexityControls which lifecycle skills fire:
minimal
(test only),
standard
(+deps, +review),
full
(+perf)
--no-retro
offSkip retro step only
--no-forge
offSkip forge step only
--no-budget
offDisable phase time budgets
--strict-surfaces
offMake all 4 surface failures blocking (FAIL instead of WARN). Passed automatically by
$rpi --quality
.
--allow-critical-deps
offAllow shipping with CVSS >= 9.0 vulnerabilities (acknowledged risk acceptance)

Quick Start

$validation ag-5k2                        # validate epic with full close-out
$validation                               # validate recent work (no epic)
$validation --complexity=full ag-5k2      # force full council ceremony
$validation --no-retro ag-5k2             # skip retro only
$validation --no-forge ag-5k2             # skip forge only

Completion Markers

<promise>DONE</promise>    # Validation passed, learnings captured
<promise>FAIL</promise>    # Vibe failed, re-implementation needed (findings attached)

Troubleshooting

ProblemCauseSolution
Vibe FAIL on first runImplementation has quality issuesFix findings via
$crank
, then re-run
$validation
Post-mortem reviewed recent work instead of an epicNo epic-id providedPass epic-id for epic-scoped closeout:
$validation ag-5k2
Codex closeout missingCodex has no session-end hook surfaceLet
$validation
run
ao codex ensure-stop
, or run
ao codex ensure-stop
manually before leaving the session
Forge produces no outputNo ao CLI or no transcript contentInstall ao CLI or run
$retro
manually
Stale execution-packetPacket from a previous RPI cycleDelete
.agents/rpi/execution-packet.json
and pass
--complexity
explicitly

Reference Documents

See Also

Core phases: vibe, post-mortem, retro, forge, crank, discovery, rpi. Lifecycle Step 1.7: test, deps, review, perf.