SPARV
SkillAI & modelsGives your agent a step-by-step work process with planning, review checkpoints, and risk detection for complex tasks.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the SPARV skill
About this capability
Minimal SPARV workflow (Specify→Plan→Act→Review→Vault) with 10-point spec gate, unified journal, 2-action saves, 3-failure protocol, and EHRB risk detection.
What this skill tells your AI
The instructions your AI receives, as published by stellarlinkco/myclaude in skills/sparv/SKILL.md and read by ahel’s review.
Five-phase workflow: Specify → Plan → Act → Review → Vault.
Goal: Complete "requirements → verifiable delivery" in one pass, recording key decisions in external memory instead of relying on assumptions.
Core Rules (Mandatory)
- 10-Point Specify Gate: Spec score
0-10; must be>=9to enter Plan. - 2-Action Save: Append an entry to
.sparv/journal.mdevery 2 tool calls. - 3-Failure Protocol: Stop and escalate to user after 3 consecutive failures.
- EHRB: Require explicit user confirmation when high-risk detected (production/sensitive data/destructive/billing API/security-critical).
- Fixed Phase Names:
specify|plan|act|review|vault(stored in.sparv/state.yaml:current_phase).
Enhanced Rules (v1.1)
Uncertainty Declaration (G3)
When any Specify dimension scores < 2:
- Declare:
UNCERTAIN: <what> | ASSUMPTION: <fallback> - List all assumptions in journal before Plan
- Offer 2-3 options for ambiguous requirements
Example:
UNCERTAIN: deployment target | ASSUMPTION: Docker container
UNCERTAIN: auth method | OPTIONS: JWT / OAuth2 / Session
Requirement Routing
| Mode | Condition | Flow |
|---|---|---|
| Quick | score >= 9 AND <= 3 files AND no EHRB | Specify → Act → Review |
| Full | otherwise | Specify → Plan → Act → Review → Vault |
Quick mode skips formal Plan phase but still requires:
- Completion promise written to journal
- 2-action save rule applies
- Review phase mandatory
Context Acquisition (Optional)
Before Specify scoring:
- Check
.sparv/kb.mdfor existing patterns/decisions - If insufficient, scan codebase for relevant files
- Document findings in journal under
## Context
Skip if user explicitly provides full context.
Knowledge Base Maintenance
During Vault phase, update .sparv/kb.md:
- Patterns: Reusable code patterns discovered
- Decisions: Architectural choices + rationale
- Gotchas: Common pitfalls + solutions
CHANGELOG Update
Use during Review or Vault phase for non-trivial changes:
~/.claude/skills/sparv/scripts/changelog-update.sh --type <Added|Changed|Fixed|Removed> --desc "..."
External Memory (Two Files)
Initialize (run in project root):
~/.claude/skills/sparv/scripts/init-session.sh --force
File conventions:
.sparv/state.yaml: State machine (minimum fields:session_id/current_phase/action_count/consecutive_failures).sparv/journal.md: Unified log (Plan/Progress/Findings all go here).sparv/history/<session_id>/: Archive directory
Phase 1: Specify (10-Point Scale)
Each item scores 0/1/2, total 0-10:
- Value: Why do it, are benefits/metrics verifiable
- Scope: MVP + what's out of scope
- Acceptance: Testable acceptance criteria
- Boundaries: Error/performance/compatibility/security critical boundaries
- Risk: EHRB/dependencies/unknowns + handling approach
score < 9: Keep asking questions; do not enter Plan.
score >= 9: Write a clear completion_promise (verifiable completion commitment), then enter Plan.
Phase 2: Plan
- Break into atomic tasks (2-5 minute granularity), each with a verifiable output/test point.
- Write the plan to
.sparv/journal.md(Plan section or append directly).
Phase 3: Act
- TDD Rule: No failing test → no production code.
- Auto-write journal every 2 actions (PostToolUse hook).
- Failure counting (3-Failure Protocol):
~/.claude/skills/sparv/scripts/failure-tracker.sh fail --note "short blocker"
~/.claude/skills/sparv/scripts/failure-tracker.sh reset
Phase 4: Review
- Two stages: Spec conformance → Code quality (correctness/performance/security/tests).
- Maximum 3 fix rounds; escalate to user if exceeded.
Run 3-question reboot test before session ends:
~/.claude/skills/sparv/scripts/reboot-test.sh --strict
Phase 5: Vault
Archive current session:
~/.claude/skills/sparv/scripts/archive-session.sh
Script Tools
| Script | Purpose |
|---|---|
scripts/init-session.sh | Initialize .sparv/, generate state.yaml + journal.md |
scripts/save-progress.sh | Maintain action_count, append to journal.md every 2 actions |
scripts/check-ehrb.sh | Scan diff/text, output (optionally write) ehrb_flags |
scripts/failure-tracker.sh | Maintain consecutive_failures, exit code 3 when reaching 3 |
scripts/reboot-test.sh | 3-question self-check (optional strict mode) |
scripts/archive-session.sh | Archive journal.md + state.yaml to history/ |
Auto Hooks
hooks/hooks.json:
- PostToolUse:
save-progress.sh(2-Action save) - PreToolUse:
check-ehrb.sh --diff --dry-run(prompt only, no state write) - Stop:
reboot-test.sh --strict(3-question self-check)
Quality over speed—iterate until truly complete.
Signals
- GitHub stars
- 3k
- Forks
- 303
- Last commit
- May 2026
Advanced
- Catalog kind
- skill
- Gateway key
sparv- Source
- github.com/stellarlinkco/myclaude