spike-wrap-up

name

spike-wrap-up

description

Package findings from a completed spike into a durable project-local skill that auto-loads on future similar work. Reads the latest `.gsd/workflows/spikes/` dir, interviews the user on what's reusable, then writes `.agents/skills/<name>/SKILL.md`. Use when asked to "wrap up the spike", "package this as a skill", "make this reusable", "turn findings into a skill", or at the synthesize phase of `/gsd start spike`.

Convert the output of a research spike (`SCOPE.md`, `research/*.md`, `RECOMMENDATION.md`) into a project-local skill under `.agents/skills/` so that the next time a similar task comes up, the agent loads the skill automatically. This is how throwaway spikes become durable capital. GSD's spike workflow (`src/resources/extensions/gsd/workflow-templates/spike.md`) produces documents in `.gsd/workflows/spikes//`. Those documents are useful once and then forgotten unless something packages them for reuse.

GSD already watches .agents/skills/ (and .claude/skills/ as a legacy compat path) at both user and project levels — see src/resources/extensions/gsd/skill-discovery.ts. Any skill written there is picked up on the next session without further wiring. This skill is the bridge from "spike done" to "skill available."

Invocation points:

• End of Phase 3 (synthesize) in /gsd start spike — prompt suggests running this skill
• User has a spike directory and wants to harvest it
• Pre-existing RECOMMENDATION.md that deserves a permanent home

<core_principle> NOT EVERY SPIKE DESERVES A SKILL. If the recommendation was "don't do X," there may be no reusable guidance. Ask the user first; exit without writing if the answer is no.

PROJECT-LOCAL, NOT USER-GLOBAL. Write to .agents/skills/ in the project root, not ~/.agents/skills/. The skill encodes project-specific choices that should not leak into unrelated projects.

DESCRIPTION IS THE DISCOVERABILITY SIGNAL. The description field in frontmatter is the primary signal the agent uses to judge relevance and decide whether to load the skill — it is a heuristic, not a deterministic trigger. Write it as keywords the future agent will plausibly encounter, not a summary. </core_principle>

Step 1: Find the spike

1. List directories under .gsd/workflows/spikes/ — sort by mtime, newest first.
2. If multiple exist, ask the user which to wrap up. Default: the most recent.
3. If none exist, tell the user and stop. This skill requires a completed spike.

Read the core files:

• <spike>/SCOPE.md — the question that was asked
• <spike>/research/*.md — the angles investigated
• <spike>/RECOMMENDATION.md — the conclusion

Step 2: Decide if it deserves a skill

Ask the user — one round:

1. Is the conclusion reusable on future work, or was it specific to one decision? Recommendation: packaging is worth it if the findings include repeatable guidance (how to evaluate X, a pattern to follow, a library's gotchas). If the spike ended in "we chose library Y, end of story," it probably belongs in .gsd/DECISIONS.md instead.

2. What is the trigger? When should a future agent load this skill? Give concrete keywords — "adding a new webhook handler", "writing a SQL migration", etc.

If the user says it's not worth packaging, offer instead to append a summary to .gsd/DECISIONS.md and stop.

Step 3: Design the skill

Before writing, sketch in the conversation:

• Name: kebab-case, short, unambiguous. Prefix with the project's domain when helpful (auth-webhook-setup, not webhook).
• Description (frontmatter): one sentence, 120–1024 chars, keyword-rich. Must state when the agent should load it. Rewrite at least twice before settling.
• Objective: one paragraph — what the skill does and what artifact it produces.
• Process: numbered steps. Reference the spike's findings as the source, but the skill itself should be executable without reading the spike.
• Anti-patterns: gotchas the spike surfaced — things that looked right but didn't work.
• Success criteria: checklist the skill's user can confirm against.

Show this sketch to the user. One round of feedback. Iterate.

Step 4: Write the skill

Write to .agents/skills/<name>/SKILL.md (create the directory). Match the frontmatter + XML-tag structure used by other bundled skills — see src/resources/skills/review/SKILL.md for the canonical shape.

Minimum structure:

---
name: <skill-name>
description: <one sentence with trigger keywords>
---

<objective>
<one paragraph — what this skill does>
</objective>

<context>
<when to invoke, what produced it (cite the spike), assumptions>
</context>

<process>
## Step 1: <action>
<instructions>

## Step 2: <action>
<instructions>
</process>

<anti_patterns>
- 
 



 [ ] 
 [ ] 

If the spike produced a reusable template (a config file, a starter script), copy it into .agents/skills/<name>/templates/ or .agents/skills/<name>/references/ and reference it from the skill body.

Step 5: Archive the spike, link from the skill

1. In the new SKILL.md, reference the originating spike: "Derived from .gsd/workflows/spikes/<slug>/RECOMMENDATION.md (dated YYYY-MM-DD)."
2. Do NOT delete the spike directory — spikes are research artifacts and retain value for forensics.
3. Append one line to .gsd/DECISIONS.md: - YYYY-MM-DD [spike]: packaged "<slug>" findings as skill <name>.

Step 6: Confirm pickup

Tell the user the skill will be surfaced on the next session via skill-discovery.ts. If they want to use it immediately, they can Read .agents/skills/<name>/SKILL.md now.

<anti_patterns>

• Writing to ~/.claude/skills/ or .claude/skills/. These are legacy Claude Code compatibility paths. Write project skills to .agents/skills/ in the project root instead.
• Verbose frontmatter description. The description is an index entry, not a tutorial. Keywords over prose.
• Packaging every spike. If the outcome was "we decided X once," append to DECISIONS.md and move on.
• Copy-pasting the spike verbatim into the skill. The spike is research; the skill is executable guidance. Re-author.
• Deleting the source spike. Research artifacts should persist.

</anti_patterns>

<success_criteria>

• A new .agents/skills/<name>/SKILL.md exists with well-formed frontmatter.
• The description field uses keywords that will plausibly match future agent work.
• The skill body is executable on its own without re-reading the originating spike.
• The originating spike is referenced from the skill.
• .gsd/DECISIONS.md has a one-line entry recording the packaging.
• The spike directory itself is untouched.

</success_criteria>