idea-option-forge
Use when generating, winnowing, and operationalizing many project improvement options. Triggers:
What this skill does
# idea-option-forge — generate, winnow, operationalize Turn a vague "make this project better" into a vetted, dependency-ordered backlog of tracked issues. The method is a funnel run **entirely in plan space**: produce far more ideas than you'll keep, reason each one through, cut hard to the best few, deepen those, reconcile against what's already tracked, and only then operationalize the survivors into self-documenting issues with dependencies and test tasks. Implementation comes later. ## ⚠️ Critical Constraints - **Stay in plan space until the funnel is done.** Do NOT open files to edit or write implementation code during generate/winnow/expand. **Why:** the value is divergence then ruthless selection; jumping to code collapses the funnel to the first idea and wastes the other 29. The only artifacts produced are the idea ledger and tracked issues. - **Generate WIDE before judging.** Produce the full ~30 before evaluating any of them. **Why:** interleaving generation and judgment anchors you and kills the long tail where the best ideas usually hide. - WRONG: "Here's idea 1 — and it's great, let's file it." (judging mid-generation) - CORRECT: list 30 candidates first; evaluation is a separate later pass. - **Overlap-check against existing tracked work BEFORE filing.** Query the tracker and reconcile. **Why:** filing a duplicate of an open bead pollutes the backlog and erodes trust in it. A winner that overlaps an existing issue MERGES into it, it does not spawn a twin. - **Issues must be self-documenting.** Each filed issue carries enough context (problem, rationale, acceptance check) to be picked up cold. **Why:** an issue that only makes sense to its author at filing time is unusable by the next agent and rots. - **Every winner ships with at least one test task.** **Why:** an improvement with no way to verify it landed is unfalsifiable; the test task is the proof surface. ## Why This Exists Naive "improve this project" requests produce one of two failure modes: a single shallow idea implemented immediately, or a sprawling unstructured wishlist nobody can act on. This skill imposes a disciplined funnel — wide generation, hard winnowing, focused expansion, overlap reconciliation, then operationalization — so the output is a small set of *vetted, dependency-ordered, testable* tracked issues instead of noise. The plan-space refinement loop (several passes before implementation) is what separates a real backlog from a brain-dump. See [the methodology reference](references/methodology.md) for the full per-phase mechanics and [the prompts reference](references/prompts.md) for copy-paste prompt blocks. ## Quick Start ```text 1. Frame the project + the improvement axis (perf? DX? reliability? UX? cost?). 2. GENERATE ~30 candidate improvements (wide; no judging yet). 3. THINK each through: one line of upside, cost, and risk per idea. 4. WINNOW to the best 5 (explicit cut criteria; record why the rest were cut). 5. EXPAND the 5 into ~15 concrete sub-ideas (3-ish each). 6. OVERLAP-CHECK the ~15 against existing tracked work (`br list` / `br ready`). 7. OPERATIONALIZE survivors into self-documenting br issues + deps + test tasks. 8. REFINE in plan space over several passes; only then implement. ``` ## Methodology (the funnel) Each phase has a verification checkpoint — do not advance until it passes. Full mechanics and rationale per phase are in [references/methodology.md](references/methodology.md). | Phase | Do | Checkpoint before advancing | |---|---|---| | 1. Frame | State the project and the improvement axis in one sentence. | The axis is concrete (not "make it better"). | | 2. Generate | List ~30 candidate improvements, numbered. No evaluation. | Count ≥ 25; long tail present (not 30 variants of one idea). | | 3. Think | One line each: upside / cost / risk. | Every candidate has all three. | | 4. Winnow | Cut to the best 5 against stated criteria; record cut reasons. | Exactly ~5 survive; each cut has a recorded reason. | | 5. Expand | Break each survivor into ~3 concrete sub-ideas (~15 total). | Each survivor is decomposed into actionable pieces. | | 6. Overlap | Compare the ~15 to existing tracked work; merge/drop dupes. | Every survivor is checked against the tracker. | | 7. Operationalize | File self-documenting br issues + dependencies + test tasks. | Each issue is self-documenting and has ≥1 test task. | | 8. Refine | Re-read the filed set in plan space; reorder/split/merge. Repeat. | The backlog is dependency-ordered and stable across a pass. | ### Phase 6 — overlap-check against tracked work Before filing anything, enumerate what already exists and reconcile: ```bash br list # all tracked issues for this project br ready # what's already actionable ``` For each of the ~15 survivors decide: **NEW** (file it), **MERGE** (fold into an existing issue — add context to it instead), or **DROP** (already covered). Record the decision. ### Phase 7 — operationalize into self-documenting issues File each NEW survivor as a tracked issue whose body answers, on its own: what's the problem, why does it matter, what does "done" look like. Then wire dependencies and add a test task. See [references/prompts.md](references/prompts.md) for the exact issue-body template and the THE EXACT PROMPT blocks. ```bash # File the improvement (self-documenting body via -d), then a verification child. br create "Improve X: <one-line outcome>" -d "<problem / rationale / acceptance check>" br create "Test: verify X landed" -d "<how to prove the improvement is real>" # Wire the test task to depend on the improvement, and chain prerequisite improvements. br dep add <test-id> <improvement-id> br dep add <dependent-improvement-id> <prerequisite-improvement-id> ``` ### Phase 8 — refine in plan space Re-read the filed set as a whole, several passes, **before writing any code**: split issues that are too big, merge near-duplicates that survived, fix the dependency order so `br ready` surfaces the right first move. The backlog is done when a full pass changes nothing. ## Output Specification - **Idea ledger (plan space):** the numbered ~30 → ~5 → ~15 funnel with think-notes and cut reasons. Kept in the working conversation/plan; not a committed file unless asked. - **Tracked issues:** one self-documenting `br` issue per NEW winner, each with wired dependencies and at least one child test task. This is the durable artifact. - **Filename / location:** issues live in the project's `br` tracker (`.beads/`); no source files are created or edited by this skill. ## Quality Rubric - The generate phase produced ≥ 25 distinct candidates with a real long tail (verifiable by counting the ledger; not 30 rewordings of one idea). - Every filed issue is self-documenting: a cold reader can act on its body without the original conversation (verifiable by reading the issue alone). - Every winner has ≥ 1 dependent test task and the dependency graph is acyclic and orders the work (verifiable: `br ready` surfaces only unblocked roots). - No filed issue duplicates an existing tracked one (verifiable: each survivor has a recorded NEW/MERGE/DROP overlap decision). ## Examples **Improve a CLI's startup time (axis = performance).** Generate 30 (lazy-load plugins, cache config parse, defer network checks, …). Think each. Winnow to 5 (lazy plugins, config cache, defer net checks, prune deps, parallel init). Expand to ~15. Overlap-check finds an open bead for "config parse is slow" → MERGE the config-cache survivor into it. File the other 4 as self-documenting issues, each with a "Test: measure cold-start before/after" task depending on it. Refine: discover lazy-plugins must land before parallel-init → wire the dep. Result: a 4-issue, dependency-ordered, testable backlog — zero code written yet. ## Troubleshooting | Symptom | Cause | Fix | |---|---|---| | Only got ~8 ideas, all similar | Judged while generating | Restart Phase 2
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.