gstack/bin/gstack-developer-profile

#!/usr/bin/env bash
# gstack-developer-profile — unified developer profile access and derivation.
#
# Supersedes bin/gstack-builder-profile. The old binary remains as a legacy
# shim that delegates to `gstack-developer-profile --read`.
#
# Subcommands:
#   --read              (default)  emit KEY: VALUE pairs in builder-profile format
#                                  for /office-hours compatibility.
#   --derive            recompute inferred dimensions from question events;
#                       write updated ~/.gstack/developer-profile.json.
#   --profile           emit the full profile as JSON (all fields).
#   --gap               emit declared-vs-inferred gap as JSON.
#   --trace <dim>       show events that contributed to a dimension.
#   --narrative         (v2 stub) output a coach bio paragraph.
#   --vibe              (v2 stub) output the one-word archetype.
#   --check-mismatch    detect meaningful gaps between declared and observed.
#   --migrate           migrate builder-profile.jsonl → developer-profile.json.
#                       Idempotent; archives the source file on success.
#
# Profile file: ~/.gstack/developer-profile.json (unified schema — see
# docs/designs/PLAN_TUNING_V0.md). Event file: ~/.gstack/projects/{SLUG}/
# question-events.jsonl.
set -euo pipefail

SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
ROOT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
GSTACK_HOME="${GSTACK_HOME:-$HOME/.gstack}"
PROFILE_FILE="$GSTACK_HOME/developer-profile.json"
LEGACY_FILE="$GSTACK_HOME/builder-profile.jsonl"
eval "$("$SCRIPT_DIR/gstack-slug" 2>/dev/null || true)"
SLUG="${SLUG:-unknown}"

CMD="${1:---read}"
shift || true

# -----------------------------------------------------------------------
# Migration: builder-profile.jsonl → developer-profile.json
# -----------------------------------------------------------------------
do_migrate() {
  if [ ! -f "$LEGACY_FILE" ]; then
    echo "MIGRATE: no legacy file to migrate"
    return 0
  fi

  if [ -f "$PROFILE_FILE" ]; then
    # Already migrated — no-op (idempotent).
    echo "MIGRATE: already migrated (developer-profile.json exists)"
    return 0
  fi

  # Run migration in a temp file, then atomic rename.
  local TMPOUT
  TMPOUT=$(mktemp "$GSTACK_HOME/developer-profile.json.XXXXXX.tmp")
  trap 'rm -f "$TMPOUT"' EXIT

  cat "$LEGACY_FILE" | bun -e "
    const lines = (await Bun.stdin.text()).trim().split('\n').filter(Boolean);
    const sessions = [];
    const signalsAcc = {};
    const resources = new Set();
    const topics = new Set();
    for (const line of lines) {
      try {
        const e = JSON.parse(line);
        sessions.push(e);
        for (const s of (e.signals || [])) {
          signalsAcc[s] = (signalsAcc[s] || 0) + 1;
        }
        for (const r of (e.resources_shown || [])) resources.add(r);
        for (const t of (e.topics || [])) topics.add(t);
      } catch {}
    }
    const profile = {
      identity: {},
      declared: {},
      inferred: {
        values: {
          scope_appetite: 0.5,
          risk_tolerance: 0.5,
          detail_preference: 0.5,
          autonomy: 0.5,
          architecture_care: 0.5,
        },
        sample_size: 0,
        diversity: { skills_covered: 0, question_ids_covered: 0, days_span: 0 },
      },
      gap: {},
      overrides: {},
      sessions,
      signals_accumulated: signalsAcc,
      resources_shown: Array.from(resources),
      topics: Array.from(topics),
      migrated_at: new Date().toISOString(),
      schema_version: 1,
    };
    console.log(JSON.stringify(profile, null, 2));
  " > "$TMPOUT"

  # Atomic rename.
  mv "$TMPOUT" "$PROFILE_FILE"
  trap - EXIT

  # gbrain-sync: enqueue the migrated file for cross-machine sync (no-op if off).
  SCRIPT_DIR_E="$(cd "$(dirname "$0")" && pwd)"
  "$SCRIPT_DIR_E/gstack-brain-enqueue" "developer-profile.json" 2>/dev/null &

  # Archive the legacy file.
  local TS
  TS="$(date +%Y-%m-%d-%H%M%S)"
  mv "$LEGACY_FILE" "$LEGACY_FILE.migrated-$TS"

  local COUNT
  COUNT=$(bun -e "console.log(JSON.parse(require('fs').readFileSync('$PROFILE_FILE','utf-8')).sessions.length)" 2>/dev/null || echo "?")
  echo "MIGRATE: ok — migrated $COUNT sessions from builder-profile.jsonl"
}

# -----------------------------------------------------------------------
# Load-or-migrate helper: ensure developer-profile.json exists.
# Auto-migrates from builder-profile.jsonl if present.
# Returns path to profile file via stdout. Creates a minimal stub if nothing exists.
# -----------------------------------------------------------------------
ensure_profile() {
  if [ -f "$PROFILE_FILE" ]; then
    return 0
  fi
  if [ -f "$LEGACY_FILE" ]; then
    do_migrate >/dev/null
    return 0
  fi
  # Nothing yet — create a stub.
  mkdir -p "$GSTACK_HOME"
  cat > "$PROFILE_FILE" <<EOF
{
  "identity": {},
  "declared": {},
  "inferred": {
    "values": {
      "scope_appetite": 0.5,
      "risk_tolerance": 0.5,
      "detail_preference": 0.5,
      "autonomy": 0.5,
      "architecture_care": 0.5
    },
    "sample_size": 0,
    "diversity": { "skills_covered": 0, "question_ids_covered": 0, "days_span": 0 }
  },
  "gap": {},
  "overrides": {},
  "sessions": [],
  "signals_accumulated": {},
  "schema_version": 1
}
EOF
}

# -----------------------------------------------------------------------
# Read: emit legacy KEY: VALUE output for /office-hours compat.
# -----------------------------------------------------------------------
do_read() {
  ensure_profile
  cat "$PROFILE_FILE" | bun -e "
    const p = JSON.parse(await Bun.stdin.text());
    const sessions = p.sessions || [];
    const count = sessions.length;
    let tier = 'introduction';
    if (count >= 8) tier = 'inner_circle';
    else if (count >= 4) tier = 'regular';
    else if (count >= 1) tier = 'welcome_back';

    const last = sessions[count - 1] || {};
    const prev = sessions[count - 2] || {};
    const crossProject = prev.project_slug && last.project_slug
      ? prev.project_slug !== last.project_slug
      : false;

    const designs = sessions.map(e => e.design_doc || '').filter(Boolean);
    const designTitles = sessions
      .map(e => (e.design_doc ? (e.project_slug || 'unknown') : ''))
      .filter(Boolean);

    const signalCounts = p.signals_accumulated || {};
    let totalSignals = 0;
    for (const v of Object.values(signalCounts)) totalSignals += v;
    const signalStr = Object.entries(signalCounts).map(([k,v]) => k + ':' + v).join(',');

    const builderSessions = sessions.filter(e => e.mode !== 'startup').length;
    const nudgeEligible = builderSessions >= 3 && totalSignals >= 5;

    const resources = p.resources_shown || [];
    const topics = p.topics || [];

    console.log('SESSION_COUNT: ' + count);
    console.log('TIER: ' + tier);
    console.log('LAST_PROJECT: ' + (last.project_slug || ''));
    console.log('LAST_ASSIGNMENT: ' + (last.assignment || ''));
    console.log('LAST_DESIGN_TITLE: ' + (last.design_doc || ''));
    console.log('DESIGN_COUNT: ' + designs.length);
    console.log('DESIGN_TITLES: ' + JSON.stringify(designTitles));
    console.log('ACCUMULATED_SIGNALS: ' + signalStr);
    console.log('TOTAL_SIGNAL_COUNT: ' + totalSignals);
    console.log('CROSS_PROJECT: ' + crossProject);
    console.log('NUDGE_ELIGIBLE: ' + nudgeEligible);
    console.log('RESOURCES_SHOWN: ' + resources.join(','));
    console.log('RESOURCES_SHOWN_COUNT: ' + resources.length);
    console.log('TOPICS: ' + topics.join(','));
  "
}

# -----------------------------------------------------------------------
# Profile: emit the full JSON
# -----------------------------------------------------------------------
do_profile() {
  ensure_profile
  cat "$PROFILE_FILE"
}

# -----------------------------------------------------------------------
# Gap: declared vs inferred diff
# -----------------------------------------------------------------------
do_gap() {
  ensure_profile
  cat "$PROFILE_FILE" | bun -e "
    const p = JSON.parse(await Bun.stdin.text());
    const declared = p.declared || {};
    const inferred = (p.inferred && p.inferred.values) || {};
    const dims = ['scope_appetite','risk_tolerance','detail_preference','autonomy','architecture_care'];
    const gap = {};
    for (const d of dims) {
      if (declared[d] !== undefined && inferred[d] !== undefined) {
        gap[d] = +(Math.abs(declared[d] - inferred[d])).toFixed(3);
      }
    }
    console.log(JSON.stringify({ declared, inferred, gap }, null, 2));
  "
}

# -----------------------------------------------------------------------
# Derive: recompute inferred dimensions from question-events.jsonl
# -----------------------------------------------------------------------
do_derive() {
  ensure_profile
  local EVENTS="$GSTACK_HOME/projects/$SLUG/question-log.jsonl"
  local REGISTRY="$ROOT_DIR/scripts/question-registry.ts"
  local SIGNALS="$ROOT_DIR/scripts/psychographic-signals.ts"
  if [ ! -f "$REGISTRY" ] || [ ! -f "$SIGNALS" ]; then
    echo "DERIVE: registry or signals file missing, cannot derive" >&2
    exit 1
  fi

  cd "$ROOT_DIR"
  PROFILE_FILE_PATH="$PROFILE_FILE" EVENTS_PATH="$EVENTS" bun -e "
    import('./scripts/question-registry.ts').then(async (regmod) => {
      const sigmod = await import('./scripts/psychographic-signals.ts');
      const fs = require('fs');
      const { QUESTIONS } = regmod;
      const { SIGNAL_MAP, applySignal, newDimensionTotals, normalizeToDimensionValue } = sigmod;

      const profilePath = process.env.PROFILE_FILE_PATH;
      const eventsPath = process.env.EVENTS_PATH;
      const profile = JSON.parse(fs.readFileSync(profilePath, 'utf-8'));

      let lines = [];
      if (fs.existsSync(eventsPath)) {
        lines = fs.readFileSync(eventsPath, 'utf-8').trim().split('\n').filter(Boolean);
      }

      const totals = newDimensionTotals();
      const skills = new Set();
      const qids = new Set();
      const days = new Set();
      let count = 0;
      for (const line of lines) {
        let e;
        try { e = JSON.parse(line); } catch { continue; }
        if (!e.question_id || !e.user_choice) continue;
        count++;
        skills.add(e.skill);
        qids.add(e.question_id);
        if (e.ts) days.add(String(e.ts).slice(0,10));
        const def = QUESTIONS[e.question_id];
        if (def && def.signal_key) {
          applySignal(totals, def.signal_key, e.user_choice);
        }
      }

      const values = {};
      for (const [dim, total] of Object.entries(totals)) {
        values[dim] = +normalizeToDimensionValue(total).toFixed(3);
      }

      profile.inferred = {
        values,
        sample_size: count,
        diversity: {
          skills_covered: skills.size,
          question_ids_covered: qids.size,
          days_span: days.size,
        },
      };

      // Recompute gap.
      const gap = {};
      for (const d of Object.keys(values)) {
        if (profile.declared && profile.declared[d] !== undefined) {
          gap[d] = +(Math.abs(profile.declared[d] - values[d])).toFixed(3);
        }
      }
      profile.gap = gap;
      profile.derived_at = new Date().toISOString();

      const tmp = profilePath + '.tmp';
      fs.writeFileSync(tmp, JSON.stringify(profile, null, 2));
      fs.renameSync(tmp, profilePath);
      console.log('DERIVE: ok — ' + count + ' events, ' + skills.size + ' skills, ' + qids.size + ' questions');
    }).catch(err => { console.error('DERIVE:', err.message); process.exit(1); });
  "
}

# -----------------------------------------------------------------------
# Trace: show events contributing to a dimension
# -----------------------------------------------------------------------
do_trace() {
  local DIM="${1:-}"
  if [ -z "$DIM" ]; then
    echo "TRACE: missing dimension argument" >&2
    exit 1
  fi
  local EVENTS="$GSTACK_HOME/projects/$SLUG/question-log.jsonl"
  if [ ! -f "$EVENTS" ]; then
    echo "TRACE: no events for this project"
    return 0
  fi
  cd "$ROOT_DIR"
  EVENTS_PATH="$EVENTS" TRACE_DIM="$DIM" bun -e "
    import('./scripts/question-registry.ts').then(async (regmod) => {
      const sigmod = await import('./scripts/psychographic-signals.ts');
      const fs = require('fs');
      const { QUESTIONS } = regmod;
      const { SIGNAL_MAP } = sigmod;
      const target = process.env.TRACE_DIM;
      const lines = fs.readFileSync(process.env.EVENTS_PATH, 'utf-8').trim().split('\n').filter(Boolean);
      const rows = [];
      for (const line of lines) {
        let e;
        try { e = JSON.parse(line); } catch { continue; }
        const def = QUESTIONS[e.question_id];
        if (!def || !def.signal_key) continue;
        const deltas = SIGNAL_MAP[def.signal_key]?.[e.user_choice] || [];
        for (const d of deltas) {
          if (d.dim === target) {
            rows.push({ ts: e.ts, question_id: e.question_id, choice: e.user_choice, delta: d.delta });
          }
        }
      }
      if (rows.length === 0) {
        console.log('TRACE: no events contribute to ' + target);
      } else {
        console.log('TRACE: ' + rows.length + ' events for ' + target);
        for (const r of rows) {
          console.log('  ' + (r.ts || '').slice(0,19) + '  ' + r.question_id + '  → ' + r.choice + '  (' + (r.delta > 0 ? '+' : '') + r.delta + ')');
        }
      }
    });
  "
}

# -----------------------------------------------------------------------
# Check mismatch: flag when declared ≠ inferred by > threshold
# -----------------------------------------------------------------------
do_check_mismatch() {
  ensure_profile
  cat "$PROFILE_FILE" | bun -e "
    const p = JSON.parse(await Bun.stdin.text());
    const declared = p.declared || {};
    const inferred = (p.inferred && p.inferred.values) || {};
    const sampleSize = (p.inferred && p.inferred.sample_size) || 0;
    const diversity = (p.inferred && p.inferred.diversity) || {};

    // Require enough data before reporting mismatch.
    if (sampleSize < 10) {
      console.log('MISMATCH: not enough data (' + sampleSize + ' events; need 10+)');
      process.exit(0);
    }

    const THRESHOLD = 0.3;
    const flagged = [];
    for (const d of Object.keys(declared)) {
      if (inferred[d] === undefined) continue;
      const gap = Math.abs(declared[d] - inferred[d]);
      if (gap > THRESHOLD) {
        flagged.push({ dim: d, declared: declared[d], inferred: inferred[d], gap: +gap.toFixed(3) });
      }
    }

    if (flagged.length === 0) {
      console.log('MISMATCH: none');
    } else {
      console.log('MISMATCH: ' + flagged.length + ' dimension(s) disagree (gap > ' + THRESHOLD + ')');
      for (const f of flagged) {
        console.log('  ' + f.dim + ': declared ' + f.declared + ' vs inferred ' + f.inferred + ' (gap ' + f.gap + ')');
      }
    }
  "
}

# -----------------------------------------------------------------------
# Narrative + Vibe (v2 stubs)
# -----------------------------------------------------------------------
do_narrative() {
  echo "NARRATIVE: (v2 — not yet implemented; use /plan-tune profile for now)"
}

do_vibe() {
  ensure_profile
  cd "$ROOT_DIR"
  cat "$PROFILE_FILE" | PROFILE_DATA="$(cat "$PROFILE_FILE")" bun -e "
    import('./scripts/archetypes.ts').then(async (mod) => {
      const p = JSON.parse(process.env.PROFILE_DATA);
      const dims = (p.inferred && p.inferred.values) || {
        scope_appetite: 0.5, risk_tolerance: 0.5, detail_preference: 0.5,
        autonomy: 0.5, architecture_care: 0.5,
      };
      const arch = mod.matchArchetype(dims);
      console.log(arch.name);
      console.log(arch.description);
    });
  "
}

# -----------------------------------------------------------------------
# Dispatch
# -----------------------------------------------------------------------
case "$CMD" in
  --read) do_read ;;
  --profile) do_profile ;;
  --gap) do_gap ;;
  --derive) do_derive ;;
  --trace) do_trace "$@" ;;
  --narrative) do_narrative ;;
  --vibe) do_vibe ;;
  --check-mismatch) do_check_mismatch ;;
  --migrate) do_migrate ;;
  --help|-h) sed -n '1,/^set -euo/p' "$0" | sed 's|^# \?||' ;;
  *)
    echo "gstack-developer-profile: unknown subcommand '$CMD'" >&2
    echo "run --help for usage" >&2
    exit 1
    ;;
esac