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Software Sausage recipes

Pullable, inspectable agent workflows for real jobs. Each recipe includes the instructions, starter artifacts, safety boundary, and smallest useful check.

Start here

git clone https://github.com/Software-Sausage/recipes.git sausage-recipes
cd sausage-recipes/recipes/portable-agent-repository
./verify.sh

That credential-free check should end with Verification passed. To benchmark an agent, copy the input fixture as described in this recipe's README, open the directory in Codex, Claude Code, or another repository-aware agent, and paste the task from PROMPT.md.

Recipes

Recipe Produces Status
Portable agent-ready repository One shared instruction source, a fixed coding fixture, and credential-free verification Cross-harness baseline plus a measured Claude Code/Opus 5 comparison with and without Ponytail
Research paper A source ledger, LaTeX manuscript, build evidence, and adversarial review log Editorial
Obsidian Operator sampler A clean-vault daily, meeting, person, project, task, and procedure loop Fixture-verified sampler
Slack to Mattermost A fixed cost model, operating assumptions, privacy boundary, and migration checklist Fixture-verified decision kit
Self-hosted vs. managed forge A metadata-only repository inventory, ownership matrix, privacy boundary, and migration checklist Fixture-verified decision kit
CRM admin and exit cost An editable cost model and reconstruction-focused exit test Fixture-verified decision kit
Automation platform reliability and exit A workflow inventory, failure drills, and clean-instance reconstruction checks Fixture-verified decision kit
MCP server preflight A provenance record, least-privilege ledger, dependency evidence, and negative-test plan Fixture-verified decision kit
1Password to Bitwarden migration A secret-free inventory, access design, import reconciliation, plaintext-export controls, and rollback gate Fixture-verified migration kit
Notion to Outline or AppFlowy A content inventory, license boundary, destination pilot matrix, fidelity checks, operating-ownership gate, and rollback plan Fixture-verified migration kit
Google Drive to Nextcloud An export-authority record, file and sharing inventory, conversion pilot, operating-ownership gate, reconciliation, and rollback plan Fixture-verified migration kit
Spec to production proof A linked specification, implementation ledger, browser evidence, and rollback gate Fixture-verified workflow kit
AI workflow regression test Frozen cases, pinned model and prompt settings, comparable runs, and a reviewed release gate Fixture-verified evaluation kit
Open-source coding-agent benchmark A fixed repository fixture, comparable run manifests, blind scores, and a job-specific agent decision Fixture-verified benchmark kit
Document parser fidelity test Side-by-side extraction evidence for MarkItDown and Docling with a source-linked claim ledger Fixture-verified decision kit
Browser performance regression Reproducible browser conditions, before-and-after traces, functional checks, and a reviewed fix Fixture-verified workflow kit
Safe dependency upgrade A scoped upgrade, dependency and lockfile evidence, scan findings, runtime proof, and rollback record Fixture-verified workflow kit
Three-agent code-change gate A bounded implementation, deterministic checks, separate correctness and security reviews, and a human ship decision Fixture-verified workflow kit
Multi-agent experiment gate A one-agent baseline, fixed multi-agent trial, comparable evidence, and a keep-or-stop decision Fixture-verified evaluation kit

The recipes are free under the MIT license. They do not replace source verification, institutional policy, or qualified human review.

More workflows and independent software guidance: softwaresausage.com.

Get one recipe a week by email through the Software Sausage newsletter. Signup is confirmed by email, every issue has a one-click unsubscribe, and the list is never sold.

Use recipes through MCP

Connect https://softwaresausage.com/api/mcp, call the read-only find_agent_recipes tool, then read the returned sausage://recipes/{slug} resource for the complete run ledger. Setup and privacy boundaries are documented at softwaresausage.com/mcp.

Measured agent baseline

The pinned v0.12.0 benchmark records harness and model versions, elapsed time, reported cost, file scope, failed commands, verifier output, and limitations. Codex/GPT-5.6-sol, Claude Code/Opus 5, and OpenCode/local Qwen3 Coder passed; OpenCode/local Devstral Small 2 stopped on its own failing verifier, and Gemini CLI was blocked before model execution. It is a small portability test, not a universal model leaderboard.

Release v0.8.0 adds three blinded runs per arm of Claude Code 2.1.259 with Opus 5. Both arms passed 3/3; Ponytail 4.8.4 reduced median time 29.1% and reported list cost 28.8% on this fixture while median code size remained equal. Inspect the protocol and every artifact.

The Codex CLI comparison uses the same fixture and three runs per arm. Both arms again passed 3/3; Ponytail reduced median implementation size from seven to three nonblank lines but increased median time and tokens. The different result is why add-ons must be tested per harness and job.

Request a recipe

Request a recipe with the job, required artifact, inputs, constraints, and a verification method. Do not submit vendor-sponsored ranking copy or unverified benchmark claims.

Optional one-time support is available through the repository sponsor button. Contributions never affect recipe inclusion, comparison, or ranking.

Need a business-software decision instead? The free shortlist comes before an optional $39 private report.