Recall
Use when the user wants to apply lessons from past engagements to the current one (e.g. "what did we learn about pilots like this", "any priors for findings reports", "how have we handled this risk before"). Reads the anonymized corpus and surfaces relevant priors, weighted by how often they recurred — without exposing any past client.From its SKILL.md
npx -y skills add mk668a/FDE-SKILLS --skill recallAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
1.7 KB, 354 tokens by cl100k_base, as published. Nobody here has run it
fde-recall — pull relevant priors from the corpus
The read side of compounding. Lets the current engagement benefit from every past one, while the corpus stays client-anonymous.
Steps
- Take the user's question or the current deliverable
<type>as the query. - Read
.fde/corpus/<type>.yml(or all of.fde/corpus/*.ymlfor a broad question). Every entry is already anonymized (<CLIENT>,$<REDACTED>,<N>%) and carriessightingsandpaved. - Surface the 3-5 most relevant priors as patterns, not verbatim dumps,
and weight them by tier: a
pavedentry is hardened practice ("this held across 3+ engagements"), a ×2 is recurring, a ×1 candidate is one engagement's opinion — say which is which. - Hand off: suggest
/fde:draftto fold these into the current deliverable (where paved entries pre-fill and candidates become[candidate ×n — confirm]suggestions).
Hard rules
- Priors come from
.fde/corpus/only. Never read another engagement'sengagements/<other-client>/to answer a recall question — the corpus is the only legitimate cross-engagement source, because it is the only layer the anonymization gate guards. - If the corpus is empty (early days), say so honestly — there are no priors
yet, and the first
/fde:promoteis how that changes.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.