AIO APEX
Works well with any strong reasoning model — Claude Opus 4.8, GPT-5.4, or Gemini 3 Pro. This task benefits from a model that generates multiple plausible interpretations rather than converging early on one guess — if a response feels too confident after only one pass, explicitly ask it to generate at least two alternative readings before continuing.You just left a performance review or 1:1 with feedback like 'be more strategic' or 'show more executive presence' — phrases that sound important but give you no idea what to actually change before the next review cycle.Career

Le Décodeur de Feedback du Manager : Transformez un Retour Vague en Plan d'Action Concret

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Le Décodeur de Feedback du Manager : Transformez un Retour Vague en Plan d'Action Concret

Pourquoi ce prompt est important

Vague feedback given without a translation step tends to either get ignored, because there's nothing concrete to act on, or over-corrected into the wrong behavior from guessing wrong about what the manager meant. Both outcomes waste an entire review cycle — often 6 to 12 months — before the same feedback resurfaces, at which point it starts to look like a pattern instead of a one-off comment.

À quoi nous l'utilisons

You just left a performance review or 1:1 with feedback like 'be more strategic' or 'show more executive presence' — phrases that sound important but give you no idea what to actually change before the next review cycle.

Prompt

Role: Act as an executive coach who specializes in translating ambiguous performance feedback into specific, actionable behavior change — someone who has sat in enough calibration meetings to know what vague phrases like "be more strategic" actually tend to mean in practice.

Context:
- The feedback I received, as close to verbatim as I can recall: [PASTE THE FEEDBACK FROM A REVIEW, 1:1, OR PEER FEEDBACK]
- Who gave it: [MANAGER / SKIP-LEVEL / PEER / 360 REVIEW]
- My role and level: [E.G. "SENIOR PRODUCT MANAGER, IC5"]
- What I think might be behind it, even if I'm not sure: [YOUR GUESS, OR WRITE "NOT SURE"]
- Any recent projects or incidents that might be related: [OPTIONAL CONTEXT]

Task:
1. For each vague phrase in the feedback, generate 2-3 concrete, observable interpretations of what it likely means in practice. Do not settle on a single meaning — vague feedback is often intentionally non-specific and could point to more than one real issue.
2. For each interpretation, describe what doing it well would look like as a specific, observable action (a meeting behavior, a document, a decision pattern) — not an internal trait.
3. Flag which interpretation seems most likely given the context I provided, and explain your reasoning.
4. Propose one clarifying question I could ask that would help confirm the right interpretation, phrased so it reads as genuine curiosity rather than pushback.
5. Build a 30-60-90 day action plan for the most likely interpretation, including a way to measure whether the behavior actually changed.

Constraints:
- Do not assume the feedback is fair or accurate — note if a phrase is unfalsifiable or if more evidence should be gathered before acting on it.
- Do not translate feedback into personality changes like "be more confident" — every interpretation must resolve into a specific, observable action.
- If the feedback is genuinely too vague to interpret with any confidence, say so explicitly rather than inventing a plausible-sounding but unsupported reading.

Output Format:
1. A "Possible Interpretations" table: Phrase | Interpretation | Observable Version | Likelihood.
2. A one-paragraph "Most Likely Read" section explaining the reasoning.
3. The clarifying question to ask, with a one-sentence note on why it's phrased that way.
4. A 30-60-90 day plan as a table with milestones and a measurement for each.

Résultat

Possible Interpretations

PhraseInterpretationObservable VersionLikelihood
"Be more strategic"Frames decisions around 12-month company priorities, not just the current sprintOpens roadmap discussions by naming which company OKR a feature ladders up to, before describing the feature itselfHigh
"Be more strategic"Proactively surfaces second-order risks and dependencies before being askedIncludes a "what could break this" section in project docs without a manager prompting for itMedium
"Be more strategic"Communicates trade-offs in business-outcome language rather than feature-list languageReplaces "we're building X, Y, Z this quarter" with "we're prioritizing retention over acquisition this quarter, which means X and Y, and deprioritizing Z"Medium-High

Most Likely Read

Given that you're a Senior PM (IC5) and the feedback came from your direct manager during a formal review rather than an offhand comment, the first and third interpretations are most likely — at the IC5 level, "strategic" almost always means connecting day-to-day work explicitly to company-level priorities in written and verbal communication, not a vague personality trait. The second interpretation (proactive risk-surfacing) is plausible but usually gets called out more specifically as "risk management" rather than "strategic thinking" when that's the actual gap.

Clarifying Question

"When you say 'more strategic' — is that mainly about how I'm framing decisions in docs and meetings, or is it more about the substance of what I'm prioritizing? I want to make sure I'm working on the right thing before the next check-in." This works because it offers two concrete hypotheses rather than asking an open-ended "what did you mean," which makes it easy for a manager to just pick one in a few seconds.

30-60-90 Day Plan

TimeframeMilestoneHow to Measure
30 daysRewrite your next 3 project docs to open with the company priority the work ladders up toManager or peer can name the linked company priority after reading your doc's first paragraph
60 daysReframe one roadmap presentation entirely in trade-off language (what you're prioritizing and deprioritizing, and why)Ask 2 meeting attendees afterward what trade-off they remember — they should be able to state it back accurately
90 daysCheck in directly with your manager on whether the framing shift has registeredExplicit manager confirmation, ideally documented in a 1:1 note, ahead of the next formal review

Les retours de performance vagues sont une forme particulière de frustration : ils comptent visiblement assez pour qu'un manager les mentionne, mais sont formulés d'une manière qui ne donne aucune instruction sur ce qu'il faut réellement faire différemment. « Sois plus stratégique. » « Montre plus de présence exécutive. » « Pense de manière plus globale. » Chacune de ces phrases pourrait signifier trois ou quatre choses véritablement différentes, et se tromper dans l'interprétation gâche tout un cycle d'évaluation.

Pourquoi ce prompt génère plusieurs interprétations plutôt qu'une seule

L'instruction de produire 2 à 3 interprétations concrètes par phrase vague, plutôt qu'une seule meilleure hypothèse, est le choix de conception central. Un retour vague est souvent intentionnellement non spécifique — parfois parce que le manager lui-même n'a pas pleinement articulé ce qu'il veut dire, parfois parce que c'est un substitut à quelque chose qu'il n'est pas à l'aise de dire directement. Réduire cette ambiguïté à une seule interprétation qui semble sûre d'elle est pire que de la reconnaître.

Transformer les traits en actions observables

L'exigence que chaque interprétation se résolve en une action spécifique et observable — pas un trait interne comme « sois plus confiant » — existe parce que les traits ne sont pas actionnables et qu'on ne peut pas vérifier qu'ils ont changé. « Montre plus de présence exécutive » traduit en « énonce ta recommandation avant de présenter les données à l'appui, plutôt que d'y arriver progressivement » est quelque chose qu'un collègue peut réellement remarquer se produire différemment lors d'une réunion.

La question de clarification compte plus que le plan

Demander au modèle de proposer une question de clarification non défensive est sans doute le résultat le plus précieux de tout le prompt. La plupart des gens devinent silencieusement face à un retour vague ou évitent de poser des questions à ce sujet parce que les questions de clarification peuvent sembler être de la résistance. Une question bien formulée — posée avec une curiosité authentique plutôt qu'une attitude défensive — amène souvent un manager à dire en trente secondes ce qu'il aurait fallu trois cycles d'évaluation supplémentaires pour deviner correctement.

Pourquoi le prompt refuse de toujours donner une réponse assurée

La contrainte de signaler un retour genuinement trop vague pour être interprété, plutôt que d'inventer une lecture plausible mais non étayée, compte parce que la fausse confiance est ici activement nuisible — une hypothèse erronée mise en œuvre pendant 90 jours est pire que l'absence de plan.

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