Spec-driven agentic implementation for Claude Code. Reads the explorer codebase memory as ground truth, plans a requested change with clarity + technical-plan gates, decomposes it into atomic edge-case-hardened tasks (micro-level precision), implements only what the spec says with a per-edit lint/type feedback loop and hybrid retrieval, runs hybrid QA, and keeps the durable memory in sync. Includes a reproduce-first BUG-FIX MODE that turns vague, repro-less bug reports into verified, regression-safe fixes via a failing reproduction + characterization tests + a deterministic regression gate.
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Spec-driven build. Reads the explorer memory as ground truth, plans a change from .claude/specs/, gates it (clarity 9+/10, technical plan 9+/10), implements only what the spec says, runs hybrid QA, then syncs the durable memory. Usage: /builder:start [optional note]
Show the current builder state cheaply — reads .claude/builder/ artifacts (PLAN.md, CHANGELOG.md, QA.md, settings.json) and explorer freshness, without spawning any sub-agents. Use to resume or inspect.
Read-only context loader for the builder flow. Recalls the explorer codebase memory (.claude/explorer/*) and produces a compact build-ready brief. Invoked first by /builder:start. Never scans the codebase from scratch and never edits anything.
Critical-tier bug diagnostician for the builder flow (Opus 4.8, effort xhigh). Invoked by /builder:start in BUG-FIX MODE to run symptom intake → reproduce-first → root-cause → characterization (Phases B0–B3): writes the Bug Brief to .claude/builder/BUG.md, a FAILING reproduction test, characterization tests that pin the blast radius, and the fix PLAN.md. Diagnosis quality comes from this deep tier; correctness comes from the verification net + regression gate, not from effort.
Implements an APPROVED plan for the builder flow (Sonnet). Invoked by /builder:start only after the plan is rated 9+/10 and validate-plan.sh passes. Edits ONLY the files in the plan's Scope, follows MEMORY.md conventions, keeps diffs minimal, and writes a change report. The PreToolUse scope guard blocks any out-of-scope edit.
Final builder step (Sonnet): updates the durable memory so the next session is accurate — refreshes the affected explorer artifacts (MEMORY.md, index.json, TRACK.md, map/*.md) and the builder log. Invoked by /builder:start after QA passes. Resolves every index.json path on disk via find/glob (never infers), fixing the known explorer path defect.
Opus escalation planner for the builder flow. Invoked ONLY when the Sonnet planner has failed to produce a 9+/10 plan within the configured loop limit (default 2). Same job as builder-planner — recall context, read specs, rate clarity, write .claude/builder/PLAN.md — but with deeper reasoning. Token-heavy; last resort, gated by settings.opus_escalation.
Implement an APPROVED plan (.claude/builder/PLAN.md) exactly as written — edit only the files listed in the plan's Scope, follow the conventions recorded in MEMORY.md, keep diffs minimal, and produce a change report. Use only after the orchestrator has rated the plan 9+/10 and validate-plan.sh has passed. The PreToolUse scope guard will block any edit outside the plan.
BUG-FIX MODE: turn a vague, repro-less bug report (e.g. 'the search field is not working', empty repro steps) into a verified, regression-safe fix via a deterministic symptom→reproduce→root-cause→characterize→fix→regression-gate workflow. Use when a spec is a bug report (auto-detected by a 'Bug:'/symptom shape, or marked by the user). The fix's accuracy comes from a VERIFICATION NET — a failing reproduction + characterization tests + a regression gate — NOT from thinking budget; effort only improves diagnosis quality. Builds on explorer recall, micro-decompose, the per-edit feedback loop, and the scope guard.
Decompose a requirement into the smallest INDEPENDENTLY-VERIFIABLE units, then harden each with an explicit edge-case enumeration drawn from a fixed taxonomy plus the codebase-specific risks in MEMORY.md. Use during planning (to write the PLAN.md '## Tasks' breakdown) and during implementation/QA (to drive and verify the edge-case coverage map). Proportional by design: a one-line change is ONE task — never explode a trivial spec into dozens of tasks.
Turn a spec (.claude/specs/specN.md) plus the explorer memory into (a) a clarity rating out of 10 and (b) a technical implementation plan that the orchestrator can rate. Use after recall-memory, before any code is written. Enforces evidence-first planning: every claim cites path:line, scope is an explicit file list, and the plan must respect the invariants and risks recorded in MEMORY.md. Used by both the Sonnet planner and the Opus escalation planner.
Verify a freshly built feature with a hybrid strategy: auto-detect a real test/build harness and (with confirmation) run it for feature-level edge cases AND app-level regression; if no harness exists, fall back to rigorous static analysis and edge-case enumeration. Use after apply-change, before reporting to the user. Produces a QA report and a score the orchestrator rates. Used by both the Sonnet QA agent and the Opus QA escalation.
Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
Uses power tools
Uses Bash, Write, or Edit tools
A Claude Code plugin marketplace for agentic backend engineering.
Plugin #1 — explorer: explore a codebase once, then any future session understands
it (what / why / how) by reading .claude/explorer/ — no re-exploring.
Plugin #2 — builder: spec-driven implementation that reads the explorer memory as
ground truth, gates the plan (clarity + technical plan, 9/10 each), implements only what the
spec says, runs hybrid QA, and keeps the durable memory in sync — plus a reproduce-first
bug-fix mode that turns vague, repro-less bug reports into verified, regression-safe fixes.
Six plugins compose into a single "1–2 command → prod-ready" pipeline — five do the work, the
sixth conducts them. Each module writes a small machine-readable STATUS.json under
.claude/<module>/, and the conductor reads those summaries instead of re-deriving anything.
| Plugin | Role (one line) |
|---|---|
explorer | Explore a backend codebase once; persist a durable .claude/explorer/ memory so later sessions recall (what / why / how) instead of re-scanning. |
builder | Spec-driven, gated implementation against that memory (plan → implement → hybrid QA → memory-sync), plus reproduce-first bug-fix mode. |
auditor | Deterministic F1–F13 regression detectors + breadth/depth sub-agents; records a high count the release gate enforces (0-high). |
reviewer | Reviews this change (diff vs HEAD) against the recorded invariants/risk map, the approved scope, and surviving callers; records a blocking count (0-blocking). |
ops | Deploy/release readiness — a build/test ledger + version-consistency + deploy/observability sub-agents; records a blocking count (0-blocking). |
pipeline | The conductor: sequences the five above and renders the deterministic release verdict. It explores/builds nothing itself — it coordinates and gates. |
Install any subset from the same marketplace (the conductor uses whichever modules are present — absent ones simply SKIP in the gate):
/plugin marketplace add hafizmirhamza276-lab/backend-agentic-marketplace
/plugin install explorer@backend-agentic-marketplace
/plugin install builder@backend-agentic-marketplace
/plugin install auditor@backend-agentic-marketplace
/plugin install reviewer@backend-agentic-marketplace
/plugin install ops@backend-agentic-marketplace
/plugin install pipeline@backend-agentic-marketplace
With the plugins installed, conduct an entire change or fix from a single command. The conductor runs each module in order and reads back only short STATUS summaries (protecting its own context):
/pipeline:run "<spec or short note>" # change: explore → build → audit → review → ops → release-gate
/pipeline:fix "<bug symptom>" # bug: same sequence, but the build runs reproduce-first BUG-FIX MODE
/pipeline:status # cheap consolidated dashboard (no sub-agents)
If the explorer memory is missing or stale, /pipeline:run bootstraps exploration first; if it
needs a spec, it asks you to write one. It stops and reports the moment a gate blocks.
Both commands end at the deterministic release gate
(plugins/pipeline/scripts/verify-release.sh — pure shell/awk, no python dependency). It
aggregates seven checks from the modules' STATUS + artifacts and renders RELEASE READY only
when none fail:
explored_commit == git HEAD);PLAN.md exists — every ## Tasks item has a coverage-map line in CHANGELOG.md;BUG.md exists (repro red→green + characterization/linked green);high == 0 (SKIP — advisory — when the auditor hasn't run);blocking == 0 (SKIP when absent);blocking == 0 (SKIP when absent).Advisory by default (it reports and exits 0); under PIPELINE_ENFORCE=1 (or
.claude/pipeline/settings.json → "enforce_release": true) it hard-blocks (exit 2) on any
required failure and writes the verdict + table to .claude/pipeline/RELEASE.md. The verdict is
honest — a SKIP means that module is advisory/absent, not that it passed — and confidence is never
stated as "100%".
In Claude Code, add the marketplace and install the plugins:
/plugin marketplace add hafizmirhamza276-lab/backend-agentic-marketplace
/plugin install explorer@backend-agentic-marketplace
/plugin install builder@backend-agentic-marketplace
Install only explorer if that's all you need — but builder depends on the explorer memory,
so run explorer first either way (see below).
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Sign in to claimnpx claudepluginhub hafizmirhamza276-lab/backend-agentic-marketplace --plugin builderExplore a backend codebase once with breadth (Sonnet) + depth (Opus) sub-agents, then persist a durable .claude/explorer/ memory so future sessions understand the code without re-exploring.
Productizes this marketplace's own audit methodology (the F1–F13 failure classes) as deterministic, pure-shell/awk REGRESSION detectors plus breadth+depth review sub-agents. Scans every plugin's hooks, guards, manifests, and vendored libs; emits HIGH/MEDIUM/LOW/ADVISORY findings to .claude/auditor/FINDINGS.md; and records a HIGH count in the STATUS contract so the pipeline release gate can enforce 0-high. Silent on a clean tree, fires only on a regression. No python dependency — identical on python-less / Windows hosts.
Conductor plugin that sequences the explorer -> builder flow and gates it behind a deterministic RELEASE GATE. Reads the per-module STATUS contract and durable memory, runs exploration first when memory is missing or stale, then the spec-driven build (or BUG-FIX MODE), then verifies release-readiness (fresh memory, builder done with full coverage map, bug-fix net green, changelog present, auditor 0-high when present). Advisory by default; enforce via settings.enforce_release or PIPELINE_ENFORCE=1. Pure shell/awk gate — no python dependency.
Reviews a CHANGE (the working-tree diff vs HEAD) against the explorer MEMORY.md invariants and risk map, the approved PLAN scope, and the codebase's surviving callers. Deterministic, pure-shell/awk checks (R1 caller-integrity, R2 convention-regression — BLOCKING; R3 risk-touch, R4 scope-discipline — CONCERN) plus breadth+depth review sub-agents. Emits BLOCKING/CONCERN/NOTE findings to .claude/reviewer/REVIEW.md and records a BLOCKING count in the STATUS contract so the pipeline release gate can enforce 0-blocking. Orthogonal to the auditor (change-vs-invariants, not whole-tree regression). Silent on a clean/in-spec change; no python dependency.
Assesses DEPLOY/RELEASE readiness of the codebase. Deterministic, pure-shell/awk checks kept deliberately LEAN — O1 test-ledger (a recorded RED build/test → BLOCKING; no ledger → CONCERN) and O2 version-consistency (a marketplace entry's version ≠ that plugin's plugin.json version → CONCERN) — plus breadth+depth ops sub-agents that inventory the CI/deploy/observability surface and reason about readiness as ADVISORY CONCERN/NOTE findings. Emits BLOCKING/CONCERN/NOTE to .claude/ops/OPS.md and records a BLOCKING count in the STATUS contract so the pipeline release gate can enforce 0-blocking. Fuzzy deploy judgment lives in the agents, never in a false-firing detector. Silent on a verified, consistent tree; no python dependency.
Complete creative writing suite with 10 specialized agents covering the full writing process: research gathering, character development, story architecture, world-building, dialogue coaching, editing/review, outlining, content strategy, believability auditing, and prose style/voice analysis. Includes genre-specific guides, templates, and quality checklists.
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
A growing collection of Claude-compatible academic workflow bundles. Covers scientific figures, manuscript writing and polishing, reviewer assessment, citation retrieval, data availability, paper reading, literature search, response letters, paper-to-PPTX conversion, and evidence-grounded Chinese invention patent drafting. Rules are organized as reusable skill folders with explicit workflows and quality checks.
Consult multiple AI coding agents (Gemini, OpenAI, Grok, Perplexity, plus codex, antigravity, and grok CLIs when installed) to get diverse perspectives on coding problems
v9.52.0 - Reliability wave: tangle contextual review correction loop with hard round ceiling, progress-supervised review rounds (per-agent stall watch, descendant-tree kills), council diversity and agy pin fixes, marketplace generator source-of-truth fix, provider troubleshooting runbook and cost-expectations docs. Run /octo:setup.
Comprehensive PR review agents specializing in comments, tests, error handling, type design, code quality, and code simplification