InsForge/insforge-agent-benchmark

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# InsForge Agent Benchmark Local benchmark harness for comparing agent workflows across Docs/API, CLI, MCP, and optional official-skills context. The default provider is InsForge; the benchmark also includes a Supabase local-stack workflow comparison. The current public database task set is documented in [docs/db-task-set.md](docs/db-task-set.md). The benchmark loop is deliberately small: 1. prepare task state 2. run an agent adapter 3. verify success 4. run attack/security checks 5. clean up 6. write structured JSON results ## Prerequisites For harness-only checks: - Node.js 20 or newer - npm For real Claude Code runs: - Claude Code installed and authenticated - `ANTHROPIC_API_KEY` set in `.env` or the shell environment For real InsForge pilot tasks: - Docker running. The default provider sandbox starts an isolated InsForge Compose stack from locked public Docker images, not from a local InsForge source checkout. Docs/API context is extracted from the same locked InsForge runtime image. For real Supabase pilot tasks: - Docker running - Supabase CLI available through `npx`. The default provider sandbox creates and starts a temporary Supabase local project for the run. ## Quickstart ```bash npm install npm run typecheck npm run smoke ``` The smoke command uses the `mock` adapter so the harness can be validated without Claude Code or an API key. The benchmark CLI automatically loads `.env` from the repo root. Values already present in the shell environment take precedence over `.env`. The local `.env` should stay narrow: user secrets plus reproducibility pins only. Provider URLs, provider API keys, Supabase project directories, Docs/API context, MCP configs, workflow tool lists, ports, and sandbox credentials are generated by the harness for each run. Each run writes a `summary.json` with result totals plus reproducibility metadata such as benchmark package version, Node runtime, git commit/dirty state, agent command version, model, permission mode, and allowed tools. Runs also record a workflow profile: `direct` for the baseline prompt, or `docs-api`, `cli`, `cli-skills`, `mcp`, and `mcp-skills` for workflow comparisons. Use `npm run benchmark:k -- --k <count> --workflow <workflow>` for reliability checks. K-run attempts are independent child benchmark runs, each with its own run id and provider sandbox. The generated k-run report summarizes `pass@k`, `pass^k`, backend stability, workflow-compliance stability, time, and token metrics. The CLI exits non-zero when any selected task fails, so shell scripts can stop on failed benchmark runs. Tasks can declare workflow-specific unsupported surfaces in `meta.json`; skipped tasks are written to results as `SKIP:unsupported_workflow` and are not counted in the executed pass-rate denominator. CLI and MCP runs also compute workflow evidence: `npx @insforge/cli` or `npx supabase` command logs for CLI, and MCP `tools/call` logs for MCP. Evidence is diagnostic by default; pass `--require-workflow-evidence` to make missing workflow evidence fail the run. Use `--hard-isolation` when comparing workflow surfaces strictly. Hard isolation requires workflow evidence and narrows Claude Code allowed/disallowed tools per workflow: Docs/API may make direct backend requests but must derive product details from the workspace `docs-context` snapshot; CLI must use the provider CLI from a harness-prelinked local project, runs CLI subprocesses with workspace-local HOME/config/cache state, and cannot make direct backend requests, ambient local Skill-tool calls, MCP tools, file read/edit tools, or link/discover cloud projects; `cli-skills` additionally fetches the pinned official skills snapshot into the workspace and enables file reads for that workspace context. MCP gets explicit provider MCP tools without Bash, direct file read/edit tools, or raw-SQL request tunneling; `mcp-skills` additionally gets the official skills snapshot as read-only context. Provider runs always use an isolated Docker sandbox. The harness starts a provider stack per run from the versions selected by `BENCH_INSFORGE_IMAGE_VERSION` and `BENCH_SUPABASE_IMAGE_VERSION`, resolves them to exact digests through `configs/provider-images.lock.json`, injects generated provider env values, and tears the stack down after the run. ## Pilot InsForge Tasks Create local benchmark config: ```bash cp configs/local.example.env .env ``` At minimum, edit `.env` for real pilot runs: ```env ANTHROPIC_API_KEY=<your Anthropic API key> ``` The rest of `configs/local.example.env` is only reproducibility pins: ```env ANTHROPIC_MODEL=claude-sonnet-4-6 CLAUDE_CODE_PERMISSION_MODE=acceptEdits BENCH_INSFORGE_IMAGE_VERSION=v2.1.10 BENCH_SUPABASE_IMAGE_VERSION=local-stack-2.101.0 BENCH_INSFORGE_CLI_PACKAGE=@insforge/cli@0.1.82 BENCH_SUPABASE_CLI_PACKAGE=supabase@2.101.0 BENCH_MCP_PACKAGE=@insforge/mcp@1.2.11 BENCH_SKILLS_LOCK_PATH=configs/insforge-skills.lock.json BENCH_SUPABASE_SKILLS_LOCK_PATH=configs/supabase-skills.lock.json ``` Provider image pins must stay in lockstep with `configs/provider-images.lock.json`. The Docs/API workflow does not read a local InsForge checkout. It extracts `/app/docs` from the locked `ghcr.io/insforge/insforge-oss` image and copies that snapshot into each task workspace. With Docker running, `.env` populated, and Claude Code ready: ```bash npm run benchmark:cli npm run benchmark:cli-skills npm run benchmark:mcp npm run benchmark:mcp-skills npm run benchmark:all ``` Docs/API is currently opt-in because the locked InsForge runtime image does not yet include the product OpenAPI YAML. Run it explicitly when you want to test that surface: ```bash npm run benchmark:api ``` By default these commands start their own Docker Compose project for each workflow run. The InsForge sandbox uses `BENCH_INSFORGE_IMAGE_VERSION` plus `configs/provider-images.lock.json`, assigns free host ports, injects generated provider connection values, and tears down the Compose project with volumes after the run. Use `--keep-provider-sandbox` when you want to debug the generated stack after a run. These benchmark shortcuts run the canonical task set with `claude-code` under hard workflow isolation. `benchmark:api` maps to `docs-api`, `benchmark:cli` maps to bare CLI, `benchmark:cli-skills` maps to CLI+official skills, `benchmark:mcp` maps to bare MCP, and `benchmark:mcp-skills` maps to MCP+official skills. `benchmark:all` runs the default non-Docs workflows only: InsForge runs `cli`, `cli-skills`, and `mcp`; Supabase runs `cli`, `cli-skills`, `mcp`, and `mcp-skills`. `benchmark:matrix` also excludes Docs/API by default. Both continue after a workflow failure so comparison data is not cut short, then exit non-zero if any workflow failed. Each benchmark shortcut writes a Notion-friendly Markdown report under `reports/` after the run finishes. Pass filters and run options after `--`: ```bash npm run benchmark:api -- --module db --task owner_notes npm run benchmark:all -- --module db npm run benchmark:all -- --capability access-control npm run benchmark:all -- --dry-run npm run benchmark:all -- --no-report ``` DB tasks ask Claude Code to configure public-schema database capabilities, then verifiers perform legitimate user operations, invariant checks, query checks, and attack checks where relevant. Database tasks are grouped into `access-control`, `integrity`, `query`, and `vector`; query tasks may also record query performance metrics. Storage tasks ask Claude Code to configure buckets and object policies; verifiers handle object uploads/downloads and access attacks. ## Pilot Supabase Local Tasks The Supabase phase uses the Supabase CLI local development stack in a temporary project created by the benchmark harness for each run. It does not clone the Supabase monorepo, does not connect to hosted Supabase projects, and does not target an already-running local Supabase container. With Docker running and Claude Code ready: ```bash npm run benchmark:supabase:cli npm run benchmark:supabase:cli-skills npm run benchmark:supabase:mcp npm run benchmark:supabase:mcp-skills npm run benchmark:supabase:all npm run benchmark:matrix ``` The Supabase sandbox creates `results/<run-id>/.provider/supabase/project`, assigns free local ports in `supabase/config.toml`, starts the pinned Supabase CLI stack, parses `npx supabase status -o env`, and injects the generated connection values, project dir, and local MCP URL. It stops the stack with `npx supabase stop --no-backup` unless `--keep-provider-sandbox` is set. The harness verifies the started Supabase containers against the Supabase image digests in `configs/provider-images.lock.json`. None of those generated Supabase values belong in `.env`. Supabase shortcuts request the central task catalog with `claude-code` under hard workflow isolation. DB runs use the `db` suite by default when `--module db` is supplied; other modules keep the `pilot` suite default. The harness resolves tasks from the canonical module-first catalog under `tasks/db`, `tasks/storage`, `tasks/auth`, and `tasks/e2e`; provider-specific verifier details live inside those task directories instead of a parallel provider suite. Supabase Auth config tasks are active for `cli-skills`, where the agent can combine the pinned Supabase CLI with the official skills snapshot and edit the task-local `supabase/config.toml`. Bare `cli` remains unsupported for Auth config tasks because hard isolation exposes only `npx supabase ...`, and the Supabase CLI does not provide a local auth config mutation subcommand. For Supabase CLI runs, the harness copies the sandbox project's `supabase/` directory into each isolated task workspace before the agent runs. This is the Supabase equivalent of the InsForge local prelink: the agent should not run hosted `login`, `link`, project discovery, or cloud commands. Supabase CLI+Skills runs use `npx supabase ...` plus the official `supabase/agent-skills` GitHub snapshot pinned by `configs/supabase-skills.lock.json`. The harness pins `npx supabase` to `BENCH_SUPABASE_CLI_PACKAGE` and requires it to match the provider image lock for reproducible CLI runs. It also requires `BENCH_SUPABASE_IMAGE_VERSION` to match the locked local-stack image set. Supabase MCP runs auto-configure the sandbox MCP endpoint from generated sandbox values. Supabase MCP+Skills uses the same MCP surface plus the official skills snapshot as read-only context. Auth signup/session is intentionally not a standalone pilot task: user creation and login checks belong in verifiers, not in the workflow task surface. Supabase Storage parity is included in the central task catalog. Supabase MCP Auth config tasks are explicit unsupported skips: the official Supabase MCP tool surface currently lists database, debugging, development, edge functions, account, docs, and storage configuration tools, but no Auth configuration tools. For a first real Supabase workflow comparison, run a single known-supported DB task through both strict Supabase workflow surfaces: ```bash npm run benchmark:supabase:all -- --module db --task owner_notes ``` Then inspect the generated Markdown report under `reports/`, or print the quick terminal summary: ```bash npm run report -- --limit 10 ``` Some task/workflow pairs are expected to skip or fail because the current workflow surface does not expose that backend capability. Those cases are recorded in each task's `meta.json`; see `docs/db-task-set.md` for the current public database task set. ## Claude Code Run Install and authenticate Claude Code following Anthropic's CLI docs, then configure local secrets: ```bash cp configs/local.example.env .env # edit .env and set ANTHROPIC_API_KEY npm run benchmark:api -- --module db --task owner_notes ``` The Claude adapter invokes: ```bash claude -p "<task prompt>" --model "$ANTHROPIC_MODEL" --output-format json --permission-mode "$CLAUDE_CODE_PERMISSION_MODE" ``` Default model is `claude-sonnet-4-6`. To run a workflow profile directly: ```bash npm run benchmark:api -- --module db --task owner_notes ``` To run a capability subset in one summary: ```bash npm run benchmark:mcp -- --capability auth,access-control,integrity,storage ``` The `cli` and `cli-skills` workflows preconfigure each task workspace with a local `.insforge/project.json` that points at the generated sandbox backend URL; this is harness setup, not part of the agent workflow, and it is not read from `.env`. They record `npx @insforge/cli` invocations in `workflow-commands.jsonl` when they happen and capture the pinned InsForge CLI package/version in run metadata. Agents still invoke `npx @insforge/cli ...`, but the harness wrapper executes `BENCH_INSFORGE_CLI_PACKAGE` (default `@insforge/cli@0.1.82`) for reproducibility. CLI+Skills runs fetch the official `InsForge/insforge-skills` GitHub snapshot pinned by `configs/insforge-skills.lock.json` into each task workspace, so local installed skill edits do not silently change benchmark results. Command logs include sanitized args, exit code, and sanitized stdout/stderr snippets; API keys, bearer/JWT-like tokens, access tokens, passwords, and `secrets add` values are redacted. Update the CLI package pin or GitHub skills commit lock only when intentionally moving the official benchmark version; do not patch local skills to turn a failing benchmark task into a passing one. The `docs-api` workflow copies a workspace-local `docs-context/` snapshot extracted from the locked InsForge runtime image. The task prompt intentionally does not embed endpoint details; Docs/API agents must discover them from that snapshot. Workflow prompts explicitly tell CLI agents to use the provider CLI and MCP agents to use provider MCP tools. The `cli-skills` and `mcp-skills` workflows add an official GitHub skills snapshot as workspace context; bare `cli` and `mcp` workflows do not. MCP workflows auto-generate provider-local MCP config from sandbox values, run strict MCP config mode by default, and record a sanitized MCP server summary in run metadata. Inline MCP configs are wrapped in a workspace-local proxy that writes sanitized tool-call metadata to `mcp-tool-calls.jsonl`; it records timestamps, JSON-RPC ids, and tool names only, never request arguments, responses, headers, or env vars. The default MCP allowed-tool list enumerates the pinned server's current tools explicitly for Claude Code. To summarize recent results: ```bash npm run report -- --limit 30 ``` To regenerate a Markdown report for existing run ids: ```bash npm run report:generate -- --run-id fresh-core-api,fresh-core-cli,fresh-core-mcp npm run report:generate -- --current --output reports/current-benchmark-report.md ``` `configs/run-registry.json` marks local run ids as `current`, `historical`, `polluted`, or `superseded`. Both `npm run report` and `npm run report:generate` read it automatically when present; use `--current` or `--status current,polluted` to filter report inputs. To run an independent k-run reliability check: ```bash npm run benchmark:k -- --k 3 --workflow mcp --module db --task owner_notes npm run benchmark:k -- --k 3 --provider supabase --workflow cli-skills --module db ``` To require actual MCP/CLI usage during a workflow experiment: ```bash npm run benchmark:mcp -- --module db --task owner_notes --require-workflow-evidence ``` The benchmark shortcuts already force strict workflow isolation. For low-level experiments, the underlying CLI remains available: ```bash npm run run -- --module db --agent claude-code --workflow mcp --task owner_notes --hard-isolation ``` In hard isolation, CLI workflows must use CLI workflow evidence from the harness-prelinked local project, perform at least one successful backend-relevant CLI operation, and must not use direct backend requests, inherited CLI login state, ambient local Skill-tool calls, cloud auth behavior, cloud account discovery, MCP tools, file read/edit tools, or any CLI link command. The `cli-skills` variant must also use only the pinned official workspace skills snapshot for skills guidance. MCP workflows must not use Bash, direct backend requests, CLI, file read/edit tools, or backend request tunneling through raw SQL. The `mcp-skills` variant must also use only the pinned official workspace skills snapshot for skills guidance. Tasks with known workflow-surface gaps should declare `unsupportedWorkflows` in metadata so the runner records a skip instead of asking the agent to rediscover an impossible operation. ## Layout - `src/cli.ts` - command entrypoint - `src/benchmark.ts` - workflow benchmark shortcuts - `src/benchmark-k.ts` - independent k-run reliability orchestration - `src/runner/benchmark-runner.ts` - task lifecycle orchestration - `src/adapters/` - agent workflow adapters - `src/tasks/` - task discovery and script loading - `src/reporting/` - result persistence - `tasks/db/<category>/`, `tasks/storage/`, `tasks/auth/`, `tasks/e2e/` - module-first canonical task catalog - `results/` - generated run artifacts - `reports/` - generated Markdown reports ## Next Provider Tasks Add the logical task first under the central catalog: ```text tasks/<module>/<task_id>/ ``` For database tasks, place public tasks under one of the category directories: ```text tasks/db/access-control/<task_id>/ tasks/db/integrity/<task_id>/ tasks/db/query/<task_id>/ tasks/db/vector/<task_id>/ ``` Each database task owns its prompt and lifecycle scripts: ```text tasks/db/<category>/<task_id>/prompt.md tasks/db/<category>/<task_id>/prepare.ts tasks/db/<category>/<task_id>/verify.ts tasks/db/<category>/<task_id>/attack.ts tasks/db/<category>/<task_id>/cleanup.ts ``` Use `capability` in `meta.json` as the lightweight category filter: `access-control`, `integrity`, `query`, or `vector`. Query verifiers may return query performance details in their normal result details; other categories do not need to emit empty performance fields. When verifier or cleanup logic must differ by provider, keep the provider adapter inside the same task directory: ```text tasks/<module>/<task_id>/run.ts tasks/<module>/<task_id>/<provider>/... ``` Discovery only reads the module-first catalog. Reports use the same suite/task id across providers, so provider and workflow comparisons line up against one shared task list. Each task should include: - `meta.json` - `prompt.md` - lifecycle script exports for `prepare`, `verify`, optional `attack`, and optional `cleanup` either as individual files or a shared `run.ts` Task `meta.json` uses a three-level difficulty scale: - `simple`: one resource or one configuration surface, with straightforward ownership or config checks. - `medium`: joins, role checks, uniqueness, soft-delete, JSON/temporal predicates, or one focused lifecycle invariant. - `hard`: multi-table state machines, ACL matrices, quotas, trigger-maintained consistency, field-level write masks, or combined backend surfaces. Security-sensitive tasks should make the `attack` export a hard gate: a task only passes when both `verify` and `attack` pass. If a workflow cannot support the task by design, add `unsupportedWorkflows` to `meta.json` with a short reason. If support differs by provider, use `unsupportedWorkflowsByProvider`. Entries are workflow-exact, so mark both `mcp` and `mcp-skills` when a task is unsupported for both MCP variants.

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benchmark-category-development

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Use when designing, implementing, calibrating, running, or reporting task categories in the insforge-agent-benchmark repo.

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2026-06-04

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